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Wednesday, February 18, 2015

Algae fuel



From Wikipedia, the free encyclopedia


A conical flask of "green" jet fuel made from algae

Algae fuel or algal biofuel is an alternative to fossil fuel that uses algae as its source of natural deposits.[1] Several companies and government agencies are funding efforts to reduce capital and operating costs and make algae fuel production commercially viable.[2] Like fossil fuel, algae fuel releases CO
2
when burnt, but unlike fossil fuel, algae fuel and other biofuels only release CO
2
recently removed from the atmosphere via photosynthesis as the algae or plant grew. The energy crisis and the world food crisis have ignited interest in algaculture (farming algae) for making biodiesel and other biofuels using land unsuitable for agriculture. Among algal fuels' attractive characteristics are that they can be grown with minimal impact on fresh water resources,[3][4] can be produced using saline and wastewater, have a high flash point,[5] and are biodegradable and relatively harmless to the environment if spilled.[6][7] Algae cost more per unit mass than other second-generation biofuel crops due to high capital and operating costs,[8] but are claimed to yield between 10 and 100 times more fuel per unit area.[9] The United States Department of Energy estimates that if algae fuel replaced all the petroleum fuel in the United States, it would require 15,000 square miles (39,000 km2), which is only 0.42% of the U.S. map,[10] or about half of the land area of Maine. This is less than 17 the area of corn harvested in the United States in 2000.[11]

According to the head of the Algal Biomass Organization, algae fuel can reach price parity with oil in 2018 if granted production tax credits.[12] However, in 2013, Exxon Mobil Chairman and CEO Rex Tillerson said that after committing to spend up to $600 million over 10 years on development in a joint venture with J. Craig Venter’s Synthetic Genomics in 2009, Exxon pulled back after four years (and $100 million) when it realized that algae fuel is "probably further" than 25 years away from commercial viability.[13] On the other hand, Solazyme[14] and Sapphire Energy[15] already began commercial sales of algal biofuel in 2012 and 2013, respectively, and Algenol hopes to produce commercially in 2014.[16]

History

In 1942 Harder and von Witsch were the first to propose that microalgae be grown as a source of lipids for food or fuel.[17][18] Following World War II, research began in the US,[19][20][21] Germany,[22] Japan,[23] England,[24] and Israel[25] on culturing techniques and engineering systems for growing microalgae on larger scales, particularly species in the genus Chlorella. Meanwhile, H. G. Aach showed that Chlorella pyrenoidosa could be induced via nitrogen starvation to accumulate as much as 70% of its dry weight as lipids.[26] Since the need for alternative transportation fuel had subsided after World War II, research at this time focused on culturing algae as a food source or, in some cases, for wastewater treatment.[27]

Interest in the application of algae for biofuels was rekindled during the oil embargo and oil price surges of the 1970s, leading the US Department of Energy to initiate the Aquatic Species Program in 1978.[28] The Aquatic Species Program spent $25 million over 18 years with the goal of developing liquid transportation fuel from algae that would be price competitive with petroleum-derived fuels.[29] The research program focused on the cultivation of microalgae in open outdoor ponds, systems which are low in cost but vulnerable to environmental disturbances like temperature swings and biological invasions. 3,000 algal strains were collected from around the country and screened for desirable properties such as high productivity, lipid content, and thermal tolerance, and the most promising strains were included in the SERI microalgae collection at the Solar Energy Research Institute (SERI) in Golden, Colorado and used for further research.[29] Among the program’s most significant findings were that rapid growth and high lipid production were "mutually exclusive," since the former required high nutrients and the latter required low nutrients.[29] The final report suggested that genetic engineering may be necessary to be able to overcome this and other natural limitations of algal strains, and that the ideal species might vary with place and season.[29] Although it was successfully demonstrated that large-scale production of algae for fuel in outdoor ponds was feasible, the program failed to do so at a cost that would be competitive with petroleum, especially as oil prices sank in the 1990s. Even in the best case scenario, it was estimated that unextracted algal oil would cost $59–186 per barrel,[29] while petroleum cost less than $20 per barrel in 1995.[28]
Therefore, under budget pressure in 1996, the Aquatic Species Program was abandoned.[29]

Other contributions to algal biofuels research have come indirectly from projects focusing on different applications of algal cultures. For example, in the 1990s Japan’s Research Institute of Innovative Technology for the Earth (RITE) implemented a research program with the goal of developing systems to fix CO
2
using microalgae.[30] Although the goal was not energy production, several studies produced by RITE demonstrated that algae could be grown using flue gas from power plants as a CO
2
source,[31][32] an important development for algal biofuel research. Other work focusing on harvesting hydrogen gas, methane, or ethanol from algae, as well as nutritional supplements and pharmaceutical compounds, has also helped inform research on biofuel production from algae.[27]

Following the disbanding of the Aquatic Species Program in 1996, there was a relative lull in algal biofuel research. Still, various projects were funded in the US by the Department of Energy, Department of Defense, National Science Foundation, Department of Agriculture, National Laboratories, state funding, and private funding, as well as in other countries.[28] More recently, rising oil prices in the 2000s spurred a revival of interest in algal biofuels and US federal funding has increased,[28] numerous research projects are being funded in Australia, New Zealand, Europe, the Middle East, and other parts of the world,[33] and a wave of private companies has entered the field[34] (see Companies). In November 2012, Solazyme and Propel Fuels made the first retail sales of algae-derived fuel,[14] and in March 2013 Sapphire Energy began commercial sales of algal biofuel to Tesoro.[15]

Fuels

Algae can be converted into various types of fuel, depending on the technique and the part of the cells used. The lipid, or oily part of the algae biomass can be extracted and converted into biodiesel through a process similar to that used for any other vegetable oil, or converted in a refinery into "drop-in" replacements for petroleum-based fuels. Alternatively or following lipid extraction, the carbohydrate content of algae can be fermented into bioethanol or butanol fuel.[35]

Biodiesel

Biodiesel is a diesel fuel derived from animal or plant lipids (oils and fats). Studies have shown that some species of algae can produce 60% or more of their dry weight in the form of oil.[26][29][36][37][38] Because the cells grow in aqueous suspension, where they have more efficient access to water, CO2 and dissolved nutrients, microalgae are capable of producing large amounts of biomass and usable oil in either high rate algal ponds or photobioreactors. This oil can then be turned into biodiesel which could be sold for use in automobiles. Regional production of microalgae and processing into biofuels will provide economic benefits to rural communities.[39]
As they do not have to produce structural compounds such as cellulose for leaves, stems, or roots, and because they can be grown floating in a rich nutritional medium, microalgae can have faster growth rates than terrestrial crops. Also, they can convert a much higher fraction of their biomass to oil than conventional crops, e.g. 60% versus 2-3% for soybeans.[36] The per unit area yield of oil from algae is estimated to be from 58,700 to 136,900 L/ha/year, depending on lipid content, which is 10 to 23 times as high as the next highest yielding crop, oil palm, at 5,950 L/ha/year.[40]

The U.S. Department of Energy's Aquatic Species Program, 1978–1996, focused on biodiesel from microalgae. The final report suggested that biodiesel could be the only viable method by which to produce enough fuel to replace current world diesel usage.[41] If algae-derived biodiesel were to replace the annual global production of 1.1bn tons of conventional diesel then a land mass of 57.3 million hectares would be required, which would be highly favorable compared to other biofuels.[42]

Biobutanol

Butanol can be made from algae or diatoms using only a solar powered biorefinery. This fuel has an energy density 10% less than gasoline, and greater than that of either ethanol or methanol. In most gasoline engines, butanol can be used in place of gasoline with no modifications. In several tests, butanol consumption is similar to that of gasoline, and when blended with gasoline, provides better performance and corrosion resistance than that of ethanol or E85.[43]
The green waste left over from the algae oil extraction can be used to produce butanol. In addition, it has been shown that macroalgae (seaweeds) can be fermented by Clostridia genus bacteria to butanol and other solvents.[44]

Biogasoline

Biogasoline is gasoline produced from biomass. Like traditionally produced gasoline, it contains between 6 (hexane) and 12 (dodecane) carbon atoms per molecule and can be used in internal-combustion engines.[45]

Methane

Methane,[46] the main constituent of natural gas can be produced from algae in various methods, namely Gasification, Pyrolysis and Anaerobic Digestion. In Gasification and Pyrolysis methods methane is extracted under high temperature and pressure. Anaerobic Digestion[47] is a straight forward method involved in decomposition of algae into simple components then transforming it into fatty acids using microbes like acidific bacteria followed by removing any solid particles and finally adding methanogenic bacteria to release a gas mixture containing methane. A number of studies have successfully shown that biomass from microalgae can be converted into biogas via anaerobic digestion.[48][49][50][51][52] Therefore, in order to improve the overall energy balance of microalgae cultivation operations, it has been proposed to recover the energy contained in waste biomass via anaerobic digestion to methane for generating electricity.[53]

Ethanol

The Algenol system which is being commercialized by BioFields in Puerto Libertad, Sonora, Mexico utilizes seawater and industrial exhaust to produce ethanol. Porphyridium cruentum also have shown to be potentially suitable for ethanol production due to its capacity for accumulating large amount of carbohydrates.[54]

Hydrocracking to traditional transport fuels

Algae can be used to produce 'green diesel' (also known as renewable diesel, hydro-treated vegetable oil[55] or hydrogen-derived renewable diesel)[56] through a hydrocracking refinery process that breaks molecules down into shorter hydrocarbon chains used in diesel engines.[55][57] It has the same chemical properties as petroleum-based diesel[55] meaning that it does not require new engines, pipelines or infrastructure to distribute and use. It has yet to be produced at a cost that is competitive with petroleum.[56]

Jet fuel

Rising jet fuel prices are putting severe pressure on airline companies,[58] creating an incentive for algal jet fuel research. The International Air Transport Association, for example, supports research, development and deployment of algal fuels. IATA's goal is for its members to be using 10% alternative fuels by 2017.[59]
Trials have been carried with aviation biofuel by Air New Zealand,[60] Lufthansa, and Virgin Airlines.[61]

In February 2010, the Defense Advanced Research Projects Agency announced that the U.S. military was about to begin large-scale oil production from algal ponds into jet fuel. After extraction at a cost of $2 per gallon, the oil will be refined at less than $3 a gallon. A larger-scale refining operation, producing 50 million gallons a year, is expected to go into production in 2013, with the possibility of lower per gallon costs so that algae-based fuel would be competitive with fossil fuels. The projects, run by the companies SAIC and General Atomics, are expected to produce 1,000 gallons of oil per acre per year from algal ponds.[62]

Species

Research into algae for the mass-production of oil focuses mainly on microalgae (organisms capable of photosynthesis that are less than 0.4 mm in diameter, including the diatoms and cyanobacteria) as opposed to macroalgae, such as seaweed. The preference for microalgae has come about due largely to their less complex structure, fast growth rates, and high oil-content (for some species). However, some research is being done into using seaweeds for biofuels, probably due to the high availability of this resource.[63][64]

As of 2012 researchers across various locations worldwide have started investigating the following species for their suitability as a mass oil-producers:[65][66][67]
The amount of oil each strain of algae produces varies widely. Note the following microalgae and their various oil yields:
  • Ankistrodesmus TR-87: 28–40% dry weight
  • Botryococcus braunii: 29–75% dw
  • Chlorella sp.: 29%dw
  • Chlorella protothecoides(autotrophic/ heterothrophic): 15–55% dw
  • Cyclotella DI- 35: 42%dw
  • Dunaliella tertiolecta : 36–42%dw
  • Hantzschia DI-160: 66%dw
  • Nannochloris: 31(6–63)%dw
  • Nannochloropsis : 46(31–68)%dw
  • Nitzschia TR-114: 28–50%dw
  • Phaeodactylum tricornutum: 31%dw
  • Scenedesmus TR-84: 45%dw
  • Stichococcus: 33(9–59)%dw
  • Tetraselmis suecica: 15–32%dw
  • Thalassiosira pseudonana: (21–31)%dw
  • Crypthecodinium cohnii: 20%dw
  • Neochloris oleoabundans: 35–54%dw
  • Schiochytrium 50–77%dw[70]
In addition, due to its high growth-rate, Ulva[71] has been investigated as a fuel for use in the SOFT cycle, (SOFT stands for Solar Oxygen Fuel Turbine), a closed-cycle power-generation system suitable for use in arid, subtropical regions.[72]

Algae cultivation

Algae grow much faster than food crops, and can produce hundreds of times more oil per unit area than conventional crops such as rapeseed, palms, soybeans, or jatropha.[73] As algae have a harvesting cycle of 1–10 days, their cultivation permits several harvests in a very short time-frame, a strategy differing from that associated with annual crops.[74] In addition, algae can be grown on land unsuitable for terrestrial crops, including arid land and land with excessively saline soil, minimizing competition with agriculture.[75] Most research on algae cultivation has focused on growing algae in clean but expensive photobioreactors, or in open ponds, which are cheap to maintain but prone to contamination.[76]

Photobioreactors


Photobioreactor from glass tubes

Most companies pursuing algae as a source of biofuels pump nutrient-rich water through plastic or borosilicate glass tubes (called "bioreactors" ) that are exposed to sunlight (and so-called photobioreactors or PBR).

Running a PBR is more difficult than using an open pond, and more costly, but may provide a higher level of control and productivity.[77]

Algae farms can also operate on marginal lands, such as in desert areas where the groundwater is saline, rather than utilizing fresh water.[78] Algae can also grow on the surface of the ocean.[79]

Because algae strains with lower lipid content may grow as much as 30 times faster than those with high lipid content,[80] the challenges in efficient biodiesel production from algae lie in finding an algal strain with a combination of high lipid-content and fast growth-rate, not too difficult to harvest; and with a cost-effective cultivation system (i.e., type of photobioreactor) best suited to that strain.

Closed-loop system

The lack of equipment and structures needed to begin growing algae in large quantities has inhibited widespread mass-production of algae for biofuel production. Maximum use of existing agriculture processes and hardware is the goal.[81]

Closed systems (not exposed to open air) avoid the problem of contamination by other organisms blown in by the air. The problem for a closed system is finding a cheap source of sterile CO
2
. Several experimenters have found the CO
2
from a smokestack works well for growing algae.[82][83] For reasons of economy, some experts think that algae farming for biofuels will have to be done as part of cogeneration, where it can make use of waste heat and help soak up pollution.[78][84]

Open pond


Raceway pond used for the cultivation of microalgae

Open-pond systems for the most part have been given up for the cultivation of algae with especially high oil content.[85] Many[who?] believe that a major flaw of the Aquatic Species Program was the decision to focus their efforts exclusively on open-ponds; this makes the entire effort dependent upon the hardiness of the strain chosen, requiring it to be unnecessarily resilient in order to withstand wide swings in temperature and pH, and competition from invasive algae and bacteria. Open systems using a monoculture are also vulnerable to viral infection. The energy that a high-oil strain invests into the production of oil is energy that is not invested into the production of proteins or carbohydrates, usually resulting in the species being less hardy, or having a slower growth rate. Algal species with a lower oil content, not having to divert their energies away from growth, can be grown more effectively in the harsher conditions of an open system.[86]

Some open sewage-ponds trial production has taken place in Marlborough, New Zealand.[87]

Design of a race-way open pond commonly used for algal culture

Fuel production

Turning wet algal biomass into combustible fuel has proven challenging. After harvesting the algae, the biomass is typically processed in a series of steps, which can differ based on the species and desired product; this is an active area of research.[88] Often, the algae is dehydrated and then a solvent such as hexane is used to extract energy-rich compounds like triglycerides from the dried material.[89] Then, the extracted compounds can be processed into fuel using standard industrial procedures. For example, the extracted triglycerides are reacted with methanol to create biodiesel via transesterification.[90] The unique composition of fatty acids of each species influences the quality of the resulting biodiesel and thus must be taken into account when selecting algal species for feedstock.[91]

High temperature and pressure

An alternative approach employs a continuous process that subjects harvested wet algae to high temperatures and pressures—350 °C (662 °F) and 3,000 pounds per square inch (21,000 kPa).[92][93][94]

Products include crude oil, which can be further refined into aviation fuel, gasoline, or diesel fuel. The test process converted between 50 and 70 percent of the algae’s carbon into fuel. Other outputs include clean water, fuel gas and nutrients such as nitrogen, phosphorus, and potassium.[92]

Nutrients

Nutrients like nitrogen (N), phosphorus (P), and potassium (K), are important for plant growth and are essential parts of fertilizer. Silica and iron, as well as several trace elements, may also be considered important marine nutrients as the lack of one can limit the growth of, or productivity in, an area.[95]

Carbon dioxide

Bubbling CO
2
through algal cultivation systems can greatly increase productivity and yield (up to a saturation point). Typically, about 1.8 tonnes of CO
2
will be utilised per tonne of algal biomass (dry) produced, though this varies with algae species.[96] The Glenturret Distillery in Perthshire, UK – home to The Famous Grouse Whisky – percolate CO
2
made during the whisky distillation through a microalgae bioreactor. Each tonne of microalgae absorbs two tonnes of CO
2
. Scottish Bioenergy, who run the project, sell the microalgae as high value, protein-rich food for fisheries. In the future, they will use the algae residues to produce renewable energy through anaerobic digestion.[97]

Nitrogen

Nitrogen is a valuable substrate that can be utilized in algal growth. Various sources of nitrogen can be used as a nutrient for algae, with varying capacities. Nitrate was found to be the preferred source of nitrogen, in regards to amount of biomass grown. Urea is a readily available source that shows comparable results, making it an economical substitute for nitrogen source in large scale culturing of algae.[98] Despite the clear increase in growth in comparison to a nitrogen-less medium, it has been shown that alterations in nitrogen levels affect lipid content within the algal cells. In one study[99] nitrogen deprivation for 72 hours caused the total fatty acid content (on a per cell basis) to increase by 2.4-fold. 65% of the total fatty acids were esterified to triacylglycerides in oil bodies, when compared to the initial culture, indicating that the algal cells utilized de novo synthesis of fatty acids. It is vital for the lipid content in algal cells to be of high enough quantity, while maintaining adequate cell division times, so parameters that can maximize both are under investigation.

Wastewater

A possible nutrient source is waste water from the treatment of sewage, agricultural, or flood plain run-off, all currently major pollutants and health risks. However, this waste water cannot feed algae directly and must first be processed by bacteria, through anaerobic digestion. If waste water is not processed before it reaches the algae, it will contaminate the algae in the reactor, and at the very least, kill much of the desired algae strain. In biogas facilities, organic waste is often converted to a mixture of carbon dioxide, methane, and organic fertilizer. Organic fertilizer that comes out of the digester is liquid, and nearly suitable for algae growth, but it must first be cleaned and sterilized.[100]
The utilization of wastewater and ocean water instead of freshwater is strongly advocated due to the continuing depletion of freshwater resources. However, heavy metals, trace metals, and other contaminants in wastewater can decrease the ability of cells to produce lipids biosynthetically and also impact various other workings in the machinery of cells. The same is true for ocean water, but the contaminants are found in different concentrations. Thus, agricultural-grade fertilizer is the preferred source of nutrients, but heavy metals are again a problem, especially for strains of algae that are susceptible to these metals. In open pond systems the use of strains of algae that can deal with high concentrations of heavy metals could prevent other organisms from infesting these systems.[101] In some instances it has even been shown that strains of algae can remove over 90% of nickel and zinc from industrial wastewater in relatively short periods of time.[102]

Environmental impact

In comparison with terrestrial-based biofuel crops such as corn or soybeans, microalgal production results in a much less significant land footprint due to the higher oil productivity from the microalgae than all other oil crops.[103] Algae can also be grown on marginal lands useless for ordinary crops and with low conservation value, and can use water from salt aquifers that is not useful for agriculture or drinking.[104] Thus microalgae could provide a source of clean energy with little impact on the provisioning of adequate food and water or the conservation of biodiversity.[105] Algae cultivation also requires no external subsidies of insecticides or herbicides, removing any risk of generating associated pesticide waste streams. Furthermore, compared to fuels like diesel and petroleum, the combustion of algal biofuel does not produce any sulfur oxides, and produces a reduced amount of carbon monoxide, unburned hydrocarbons, and reduced emission of harmful pollutants.[106] Finally, algal biofuel consists of compounds that represent little to no environmental risk if spilled, in contrast with fossil fuels[citation needed].

Studies have determined that replacing fossil fuels with renewable energy sources, such as biofuels, have the capability of reducing CO
2
emissions by up to 80%.[107] Since terrestrial plant sources of biofuel production simply do not have the production capacity to meet current energy requirements, microalgae may be one of the only options to approach complete replacement of fossil fuels. An algae-based system could capture approximately 80% of the CO
2
emitted from a power plant when sunlight is available. Although this CO
2
will later be released into the atmosphere when the fuel is burned, this CO
2
would have entered the atmosphere regardless.[104] The possibility of reducing total CO
2
emissions therefore lies in the prevention of the release of CO
2
from fossil fuels.

Microalgae production also includes the ability to use saline waste or waste CO
2
streams as an energy source. This opens a new strategy to produce biofuel in conjunction with wastewater treatment in order to get reclaimed water.[106] When used in a microalgal bioreactor, harvested microalgae will capture significant quantities of organic compounds as well as heavy metal contaminants absorbed from wastewater streams that would otherwise be directly discharged into surface and ground-water.[103] Moreover, this process also allows the recovery of phosphorus from waste, which is an essential but scarce element in nature – the reserves of which are estimated to have depleted in the last 50 years.[108]

Polycultures

Nearly all research in algal biofuels has focused on culturing single species, or monocultures, of microalgae. However, ecological theory and empirical studies have demonstrated that plant and algae polycultures, i.e. groups of multiple species, tend to produce larger yields than monocultures.[109][110][111][112] Experiments have also shown that more diverse aquatic microbial communities tend to be more stable through time than less diverse communities.[113][114][115][116] Recent studies found that polycultures of microalgae produced significantly higher lipid yields than monocultures.[117][118]
Polycultures also tend to be more resistant to pest and disease outbreaks, as well as invasion by other plants or algae.[119] Thus culturing microalgae in polyculture may not only increase yields and stability of yields of biofuel, but also reduce the environmental impact of an algal biofuel industry.[105]

Economic viability

There is clearly a demand for sustainable biofuel production, but whether a particular biofuel will be used ultimately depends not on sustainability but cost efficiency. If more energy goes into the fuel than is expelled after combustion, there is no net environmental or economic benefit. Therefore research is focusing on cutting the cost of algal biofuel production to the point where it can compete with conventional petroleum.[120] Also, besides focusing on simply producing biofuel alone, it is also advisable to combine the fuel production with making other export products from the algae, such as fatty acids, colorants, protein, antioxidants, or food for another species (fish, ...) The production of several products from algae has been mentioned as the most important factor for making algae production economically viable. Other factors are the improving of the solar energy to biomass conversion efficiency (currently 3%, but 5 to 7% is theoretically attainable[121])and making the oil extraction from the algae more easy. [122]

In a 2007 report[37] a formula was derived estimating the cost of algal oil in order for it to be a viable substitute to petroleum diesel:

C(algal oil) = 25.9 × 10−3 C(petroleum)

where: C(algal oil) is the price of microalgal oil in dollars per gallon and C(petroleum) is the price of crude oil in dollars per barrel. This equation assumes that algal oil has roughly 80% of the caloric energy value of crude petroleum. As of 29 January (2013), with petroleum priced at $110.52/barrel,[123] algal oil should cost no more than $120 per barrel ($2.86/gallon) in order to be competitive with petroleum diesel. (Note: 1 petroleum barrel = 42 US gallons)

With current technology available it is estimated that the cost of producing microalgal biomass is $2.95/kg for photobioreactors and $3.80/kg for open-ponds. These estimates assume that carbon dioxide is available at no cost.[124] If the annual biomass production capacity is increased to 10000 tonnes, the cost of production per kilogram reduces to roughly $0.47 and $0.60, respectively. Assuming that the biomass contains 30% oil by weight, the cost of biomass for providing a liter of oil would be approximately $1.40 and $1.81 for photobioreactors and raceways, respectively. Oil recovered from the lower cost biomass produced in photobioreactors is estimated to cost $2.80/L, assuming the recovery process contributes 50% to the cost of the final recovered oil.[37] If existing algae projects can achieve biodiesel production price targets of less than $1 per gallon, the United States may realize its goal of replacing up to 20% of transport fuels by 2020 by using environmentally and economically sustainable fuels from algae production.[125]

Whereas technical problems, such as harvesting, are being addressed successfully by the industry, the high up-front investment of algae-to-biofuels facilities is seen by many as a major obstacle to the success of this technology. Only few studies on the economic viability are publicly available, and must often rely on the little data (often only engineering estimates) available in the public domain. Dmitrov[126] examined the GreenFuel's photobioreactor and estimated that algae oil would only be competitive at an oil price of $800 per barrel. A study by Alabi et al.[127] examined raceways, photobioreactors and anaerobic fermenters to make biofuels from algae and found that photobioreactors are too expensive to make biofuels. Raceways might be cost-effective in warm climates with very low labor costs, and fermenters may become cost-effective subsequent to significant process improvements. The group found that capital cost, labor cost and operational costs (fertilizer, electricity, etc.) by themselves are too high for algae biofuels to be cost-competitive with conventional fuels. Similar results were found by others,[128][129][130] suggesting that unless new, cheaper ways of harnessing algae for biofuels production are found, their great technical potential may never become economically accessible. Recently, Rodrigo E. Teixeira[131] demonstrated a new reaction and proposed a process for harvesting and extracting raw materials for biofuel and chemical production that requires a fraction of the energy of current methods, while extracting all cell constituents.

Use of Byproducts

Many of the byproducts produced in the processing of microalgae can be used in various applications, many of which have a longer history of production than algal biofuel. Some of the products not used in the production of biofuel include natural dyes and pigments, antioxidants, and other high-value bio-active compounds.[132][133][134] These chemicals and excess biomass have found numerous use in other industries. For example, the dyes and oils have found a place in cosmetics, commonly as thickening and water-binding agents.[135] Discoveries within the pharmaceutical industry include antibiotics and antifungals derived from microalgae, as well as natural health products, which have been growing in popularity over the past few decades. For instance Spirulina contains numerous polyunsaturated fats (Omega 3 and 6), amino acids and vitamins,[136] as well as pigments that may be beneficial, such as beta-carotene and chlorophyll.[137]

Advantages

Ease of growth

One of the main advantages that using microalgae as the feedstock when compared to more traditional crops is that it can be grown much more easily.[138] Algae can be grown in land that would not be considered suitable for the growth of the regularly used crops.[132] In addition to this, wastewater that would normally hinder plant growth has been shown to be very effective in growing algae.[138] Because of this, algae can be grown without taking up arable land that would otherwise be used for producing food crops, and the better resources can be reserved for normal crop production.
Microalgae also require fewer resources to grow and little attention is needed, allowing the growth and cultivation of algae to be a very passive process.[132]

Impact on food

Many traditional feedstocks for biodiesel, such as corn and palm, are also used as feed for livestock on farms, as well as a valuable source of food for humans. Because of this, using them as biofuel reduces the amount of food available for both, resulting in an increased cost for both the food and the fuel produced. Using algae as a source of biodiesel can alleviate this problem in a number of ways.
First, algae is not used as a primary food source for humans, meaning that it can be used solely for fuel and there would be little impact in the food industry.[139] Second, many of the waste-product extracts produced during the processing of algae for biofuel can be used as a sufficient animal feed. This is an effective way to minimize waste and a much cheaper alternative to the more traditional corn or grain based feeds.[140]

Minimization of waste

Growing algae as a source of biofuel has also been shown to have numerous environmental benefits, and has presented itself as a much more environmentally friendly alternative to current biofuels. For one, it is able to utilize run-off, water contaminated with fertilizers and other nutrients that are a by-product of farming, as its primary source of water and nutrients.[138] Because of this, it prevents this contaminated water from mixing with the lakes and rivers that currently supply our drinking water. In addition to this, the ammonia, nitrates, and phosphates that would normally render the water unsafe actually serve as excellent nutrients for the algae, meaning that fewer resources are needed to grow the algae.[132] Many algae species used in biodiesel production are excellent bio-fixers, meaning they are able to remove carbon dioxide from the atmosphere to use as a form of energy for themselves. Because of this, they have found use in industry as a way to treat flue gases and reduce GHG emissions.[132]

Disadvantages

Commercial Viability

Algae biodiesel is still a fairly new technology. Despite the fact that research began over 30 years ago, it was put on hold during the mid-1990s, mainly due to a lack of funding and a relatively low petroleum cost.[33] For the next few years algae biofuels saw little attention; it was not until the gas peak of the early 2000s that it eventually had a revitalization in the search for alternative fuel sources.[33] While the technology exists to harvest and convert algae into a usable source of biodiesel, it still hasn't been implemented into a large enough scale to support the current energy needs. Further research will be required to make the production of algae biofuels more efficient, and at this point it is currently being held back by lobbyists in support of alternative biofuels, like those produced from corn and grain.[33] In 2013, Exxon Mobil Chairman and CEO Rex Tillerson said that after originally committing to spending up to $600 million on development in a joint venture with J. Craig Venter’s Synthetic Genomics, algae is "probably further" than "25 years away" from commercial viability,[13] although Solazyme[14] and Sapphire Energy[15] already began small-scale commercial sales in 2012 and 2013, respectively.

Stability

The biodiesel produced from the processing of microalgae differs from other forms of biodiesel in the content of polyunsaturated fats.[138] Polyunsaturated fats are known for their ability to retain fluidity at lower temperatures. While this may seem like an advantage in production during the colder temperatures of the winter, the polyunsaturated fats result in lower stability during regular seasonal temperatures.[139]

Research

Current projects

United States

US universities which are working on producing oil from algae include: Washington State University,[141] Oregon State University, Arizona State University, The University of Arizona, University of Illinois at Urbana-Champaign,[142] University of Michigan[143] University of California, San Diego,[144] University of Nebraska Lincoln, University of Texas at Austin,[145] University of Maine, University of Kansas, The College of William and Mary, Northern Illinois University, University of Texas at San Antonio, Old Dominion University, University of Toledo, Utah State University, New Mexico State University,[146] and Missouri University of Science and Technology.[147][148]
The National Renewable Energy Laboratory (NREL) is the U.S. Department of Energy's primary national laboratory for renewable energy and energy efficiency research and development. This program is involved in the production of renewable energies and energy efficiency. One of its most current divisions are consists the biomass program which is involved in biomass characterization, biochemical and thermochemical conversion technologies in conjunction with biomass process engineering and analysis. The program aims at producing energy efficient, cost-effective and environmentally friendly technologies that support rural economies, reduce the nations dependency in oil and improve air quality.[149]

At the Woods Hole Oceanographic Institution and the Harbor Branch Oceanographic Institution the wastewater from domestic and industrial sources contain rich organic compounds that are being used to accelerate the growth of algae.[35] The Department of Biological and Agricultural Engineering at University of Georgia is exploring microalgal biomass production using industrial wastewater.[150] Algaewheel, based in Indianapolis, Indiana, presented a proposal to build a facility in Cedar Lake, Indiana that uses algae to treat municipal wastewater, using the sludge byproduct to produce biofuel.[151][152]

Sapphire Energy (San Diego) has produced green crude from algae.

Solazyme (South San Francisco, California) has produced a fuel suitable for powering jet aircraft from algae.[153]

Europe

Universities in the United Kingdom which are working on producing oil from algae include: University of Manchester, University of Sheffield, University of Glasgow, University of Brighton, University of Cambridge, University College London, Imperial College London, Cranfield University and Newcastle University. In Spain, it is also relevant the research carried out by the CSIC´s Instituto de Bioquímica Vegetal y Fotosíntesis (Microalgae Biotechnology Group, Seville).[154]

The Marine Research station in Ketch Harbour, Nova Scotia, has been involved in growing algae for 50 years. The National Research Council (Canada) (NRC) and National Byproducts Program have provided $5 million to fund this project. The aim of the program has been to build a 50 000 litre cultivation pilot plant at the Ketch harbor facility. The station has been involved in assessing how best to grow algae for biofuel and is involved in investigating the utilization of numerous algae species in regions of North America. NRC has joined forces with the United States Department of Energy, the National Renewable Energy Laboratory in Colorado and Sandia National Laboratories in New Mexico.[149]

The European Algae Biomass Association (EABA) is the European association representing both research and industry in the field of algae technologies, currently with 79 members. The association is headquartered in Florence, Italy. The general objective of the EABA is to promote mutual interchange and cooperation in the field of biomass production and use, including biofuels uses and all other utilisations. It aims at creating, developing and maintaining solidarity and links between its Members and at defending their interests at European and international level. Its main target is to act as a catalyst for fostering synergies among scientists, industrialists and decision makers to promote the development of research, technology and industrial capacities in the field of Algae.

CMCL innovations and the University of Cambridge are carrying out a detailed design study of a C-FAST[155] (Carbon negative Fuels derived from Algal and Solar Technologies) plant. The main objective is to design a pilot plant which can demonstrate production of hydrocarbon fuels (including diesel and gasoline) as sustainable carbon-negative energy carriers and raw materials for the chemical commodity industry. This project will report in June 2013.

Ukraine plans to produce biofuel using a special type of algae.[156]

The European Commission's Algae Cluster Project, funded through the Seventh Framework Programme, is made up of three algae biofuel projects, each looking to design and build a different algae biofuel facility covering 10ha of land. The projects are BIOFAT, All-Gas and InteSusAl.[157]

Since various fuels and chemicals can be produced from algae, it has been suggested to investigate the feasibility of various production processes( conventional extraction/separation, hydrothermal liquefaction, gasification and pyrolysis) for application in an integrated algal biorefinery.[158]

Other

The Algae Biomass Organization (ABO)[159] is a non-profit organization whose mission is "to promote the development of viable commercial markets for renewable and sustainable commodities derived from algae".

The National Algae Association (NAA) is a non-profit organization of algae researchers, algae production companies and the investment community who share the goal of commercializing algae oil as an alternative feedstock for the biofuels markets. The NAA gives its members a forum to efficiently evaluate various algae technologies for potential early stage company opportunities.

Pond Biofuels Inc.[160] in Ontario, Canada has a functioning pilot plant where algae is grown directly off of smokestack emissions from a cement plant, and dried using waste heat.[84] In May 2013, Pond Biofuels announced a partnership with the National Research Council of Canada and Canadian Natural Resources Limited to construct a demonstration-scale algal biorefinery at an oil sands site near Bonnyville, Alberta.[161]

Ocean Nutrition Canada in Halifax, Nova Scotia, Canada has found a new strain of algae that appears capable of producing oil at a rate 60 times greater than other types of algae being used for the generation of biofuels.[162]

VG Energy, a subsidiary of Viral Genetics Incorporated,[163] claims to have discovered a new method of increasing algal lipid production by disrupting the metabolic pathways that would otherwise divert photosynthetic energy towards carbohydrate production. Using these techniques, the company states that lipid production could be increased several-fold, potentially making algal biofuels cost-competitive with existing fossil fuels.

Algae production from the warm water discharge of a nuclear power plant has been piloted by Patrick C. Kangas at Peach Bottom Nuclear Power Station, owned by Exelon Corporation. This process takes advantage of the relatively high temperature water to sustain algae growth even during winter months.[164]

Companies such as Sapphire Energy and Bio Solar Cells[165] are using genetic engineering to make algae fuel production more efficient. According to Klein Lankhorst of Bio Solar Cells, genetic engineering could vastly improve algae fuel efficiency as algae can be modified to only build short carbon chains instead of long chains of carbohydrates.[166] Sapphire Energy also uses chemically induced mutations to produce algae suitable for use as a crop.[167]

Some commercial interests into large-scale algal-cultivation systems are looking to tie in to existing infrastructures, such as cement factories,[84] coal power plants, or sewage treatment facilities. This approach changes wastes into resources to provide the raw materials, CO
2
and nutrients, for the system.[168]

A feasibility study using marine microalgae in a photobioreactor is being done by The International Research Consortium on Continental Margins at the Jacobs University Bremen.[169]

The Department of Environmental Science at Ateneo de Manila University in the Philippines, is working on producing biofuel from a local species of algae.[170]

Genetic engineering

Genetic engineering the algae has been used to increase lipid production or growth rates. Current research in genetic engineering includes either the introduction or removal of enzymes. In 2007 Oswald et al. introduced a monoterpene synthase from sweet basil into Saccharomyces cerevisiae, a strain of yeast.[171] This particular monoterpene synthase causes the de novo synthesis of large amounts of geraniol, while also secreting it into the medium. Geraniol is a primary component in rose oil, palmarosa oil, and citronella oil as well as essential oils, making it a viable source of triacylglycerides for biodiesel production.[172]

The enzyme ADP-glucose pyrophosphorylase is vital in starch production, but has no connection to lipid synthesis. Removal of this enzyme resulted in the sta6 mutant, which showed increased lipid content. After 18 hours of growth in nitrogen deficient medium the sta6 mutants had on average 17 ng triacylglycerides/1000 cells, compared to 10 ng/1000 cells in WT cells. This increase in lipid production was attributed to reallocation of intracellular resources, as the algae diverted energy from starch production.[173]

In 2013 researchers used a "knock-down" of fat-reducing enzymes (multifunctional lipase/phospholipase/acyltransferase) to increase lipids (oils) without compromising growth. The study also introduced an efficient screening process. Antisense-expressing knockdown strains 1A6 and 1B1 contained 2.4- and 3.3-fold higher lipid content during exponential growth, and 4.1- and 3.2-fold higher lipid content after 40 h of silicon starvation.[174][175]

Funding programs

Numerous Funding programs have been created with aims of promoting the use of Renewable Energy. In Canada, the ecoAgriculture biofuels capital initiative (ecoABC) provides $25 million per project to assist farmers in constructing and expanding a renewable fuel production facility. The program has $186 million set aside for these projects. The sustainable development (SDTC) program has also applied $500 millions over 8 years to assist with the construction of next-generation renewable fuels. In addition, over the last 2 years $10 million has been made available for renewable fuel research and analysis[176]

In Europe, the Seventh Framework Programme (FP7) is the main instrument for funding research. Similarly, the NER 300 is an unofficial, independent portal dedicated to renewable energy and grid integration projects. Another program includes the horizon 2020 program which will start 1 January, and will bring together the framework program and other EC innovation and research funding into a new integrated funding system[177]

The American NBB's Feedstock Development program is addressing production of algae on the horizon to expand available material for biodiesel in a sustainable manner.[178]

International policies

Canada

Numerous policies have been put in place since the 1975 oil crisis in order to promote the use of Renewable Fuels in the United States, Canada and Europe. In Canada, these included the implementation of excise taxes exempting propane and natural gas which was extended to ethanol made from biomass and methanol in 1992. The federal government also announced their renewable fuels strategy in 2006 which proposed four components: increasing availability of renewable fuels through regulation, supporting the expansion of Canadian production of renewable fuels, assisting farmers to seize new opportunities in this sector and accelerating the commercialization of new technologies. These mandates were quickly followed by the Canadian provinces:

BC introduced a 5% ethanol and 5% renewable diesel requirement which was effective by January 2010. It also introduced a low carbon fuel requirement for 2012 to 2020.

Alberta introduced a 5% ethanol and 2% renewable diesel requirement implemented April 2011. The province also introduced a minimum 25% GHG emission reduction requirement for qualifying renewable fuels.

Saskatchewan implemented a 2% renewable diesel requirement in 2009.[179]

Additionally, in 2006, the Canadian Federal Government announced its commitment to using its purchasing power to encourage the biofuel industry. Section three of the 2006 alternative fuels act stated that when it is economically feasible to do so-75% per cent of all federal bodies and crown corporation will be motor vehicles.[176]

The National Research Council of Canada has established research on Algal Carbon Conversion as one of its flagship programs.[180] As part of this program, the NRC made an announcement in May 2013 that they are partnering with Canadian Natural Resources Limited and Pond Biofuels to construct a demonstration-scale algal biorefinery near Bonnyville, Alberta.[161]

United States

Policies in the United States have included a decrease in the subsidies provided by the federal and state governments to the oil industry which have usually included $2.84 billion. This is more than what is actually set aside for the biofuel industry. The measure was discussed at the G20 in Pittsburgh where leaders agreed that "inefficient fossil fuel subsidies encourage wasteful consumption, reduce our energy security, impede investment in clean sources and undermine efforts to deal with the threat of climate change". If this commitment is followed through and subsidies are removed, a fairer market in which algae biofuels can compete will be created. In 2010, the U.S. House of Representatives passed a legislation seeking to give algae-based biofuels parity with cellulose biofuels in federal tax credit programs. The algae based renewable fuel promotion act (HR 4168) was implemented to give biofuel projects access to a $1.01 per gal production tax credit and 50% bonus depreciation for biofuel plant property. The U.S Government also introduced the domestic Fuel for Enhancing National Security Act implemented in 2011. This policy constitutes an amendment to the Federal property and administrative services act of 1949 and federal defense provisions in order to extend to 15 the number of years that the Department of Defense (DOD) multiyear contract may be entered into the case of the purchase of advanced biofuel. Federal and DOD programs are usually limited to a 5 year period[181]

Other

The European Union (EU) has also responded by quadrupling the credits for second-generation algae biofuels which was established as an amendment to the Biofuels and Fuel Quality Directives[177]

Companies

With algal biofuel being a relatively new alternative to conventional petroleum products, it leaves numerous opportunities for drastic advances in all aspects of the technology. Producing algae biofuel is not yet a cost-effective replacement for gasoline, but alterations to current methodologies can change this. The two most common targets for advancements are the growth medium (open pond vs. photobioreactor) and methods to remove the intracellular components of the algae. Below are companies that are currently innovating algal biofuel technologies.

Algenol Biofuels

Founded in 2006, Algenol Biofuels is a global, industrial biotechnology company that is commercializing its patented algae technology for production of ethanol and other fuels. Based in Southwest Florida, Algenol’s patented technology enables the production of the four most important fuels (ethanol, gasoline, jet, and diesel fuel) using proprietary algae, sunlight, carbon dioxide and saltwater for around $1.27 per gallon and at production levels of 8,000 total gallons of liquid fuel per acre per year. Algenol's technology produces high yields and relies on patented photobioreactors and proprietary downstream techniques for low-cost fuel production using carbon dioxide from industrial sources.[182]

Blue Marble Production

Blue Marble Production is a Seattle based company that is dedicated to removing algae from algae-infested water. This in turn cleans up the environment and allows this company to produce biofuel. Rather than just focusing on the mass production of algae, this company focuses on what to do with the byproducts. This company recycles almost 100% of its water via reverse osmosis, saving about 26,000 gallons of water every month. This water is then pumped back into their system. The gas produced as a byproduct of algae will also be recycled by being placed into a photobioreactor system that holds multiple strains of algae. Whatever gas remains is then made into pyrolysis oil by thermochemical processes. Not only does this company seek to produce biofuel, but it also wishes to use algae for a variety of other purposes such as fertilizer, food flavoring, anti-inflammatory, and anti-cancer drugs.[183]

Solazyme

Solazyme is one of a handful of companies which is supported by oil companies such as Chevron. Additionally, this company is also backed by Imperium Renewables, Blue Crest Capital Finance, and The Roda Group. Solazyme has developed a way to use up to 80% percent of dry algae as oil.[184]
This process requires the algae to grow in a dark fermentation vessel and be fed by carbon substrates within their growth media. The effect is the production of triglycerides that are almost identical to vegetable oil. Solazyme's production method is said to produce more oil than those algae cultivated photosynthetically or made to produce ethanol. Oil refineries can then take this algal oil and turn it into biodiesel, renewable diesel or jet fuels.

Part of Solazyme's testing, in collaboration with Maersk Line and the US Navy, placed 30 tons of Soladiesel(RD) algae fuel into the 98,000-tonne, 300-meter container ship Maersk Kalmar. This fuel was used at blends from 7% to 100% in an auxiliary engine on a month-long trip from Bremerhaven, Germany to Pipavav, India in Dec 2011. In Jul 2012, The US Navy used 700,000 gallons of HRD76 biodiesel in three ships of the USS Nimitz "Green Strike Group" during the 2012 RIMPAC exercise in Hawaii. The Nimitz also used 200,000 gallons of HRJ5 jet biofuel. The 50/50 biofuel blends were provided by Solazyme and Dynamic Fuels.[185][186][187]

Sapphire Energy

Sapphire Energy is a leader in the algal biofuel industry backed by the Wellcome Trust, Bill Gates' Cascade Investment, Monsanto, and other large donors.[188] After experimenting with production of various algae fuels beginning in 2007, the company now focuses on producing what it calls "green crude" from algae in open raceway ponds. After receiving more than $100 million in federal funds in 2012, Sapphire built the first commercial demonstration algae fuel facility in New Mexico and has continuously produced biofuel since completion of the facility in that year.[188] In 2013, Sapphire began commercial sales of algal biofuel to Tesoro, making it one of the first companies, along with Solazyme, to sell algae fuel on the market.[15]

Diversified Technologies Inc.

Diversified Technologies Inc. has created a patent pending pre-treatment option to reduce costs of oil extraction from algae. This technology, called Pulsed Electric Field (PEF) technology, is a low cost, low energy process that applies high voltage electric pulses to a slurry of algae.[189] The electric pulses enable the algal cell walls to be ruptured easily, increasing the availability of all cell contents (Lipids, proteins and carbohydrates), allowing the separation into specific components downstream.
This alternative method to intracellular extraction has shown the capability to be both integrated in-line as well as scalable into high yield assemblies. The Pulse Electric Field subjects the algae to short, intense bursts of electromagnetic radiation in a treatment chamber, electroporating the cell walls. The formation of holes in the cell wall allows the contents within to flow into the surrounding solution for further separation. PEF technology only requires 1-10 microsecond pulses, enabling a high-throughput approach to algal extraction.

Preliminary calculations have shown that utilization of PEF technology would only account for $0.10 per gallon of algae derived biofuel produced. In comparison, conventional drying and solvent based extractions account for $1.75 per gallon. This inconsistency between costs can be attributed to the fact that algal drying generally accounts for 75% of the extraction process.[190] Although a relatively new technology, PEF has been successfully used in both food decomtamination processes as well as waste water treatments.[191]

Origin Oils Inc.

Origin Oils Inc. has been researching a revolutionary method called the Helix Bioreactor,[192] altering the common closed-loop growth system. This system utilizes low energy lights in a helical pattern, enabling each algal cell to obtain the required amount of light.[193] Sunlight can only penetrate a few inches through algal cells, making light a limiting reagent in open-pond algae farms. Each lighting element in the bioreactor is specially altered to emit specific wavelengths of light, as a full spectrum of light is not beneficial to algae growth. In fact, ultraviolet irradiation is actually detrimental as it inhibits photosynthesis, photoreduction, and the 520 nm light-dark absorbance change of algae.[194]

This bioreactor also addresses another key issue in algal cell growth; introducing CO2 and nutrients to the algae without disrupting or over-aerating the algae. Origin Oils Inc. combats this issues through the creation of their Quantum Fracturing technology. This process takes the CO2 and other nutrients, fractures them at extremely high pressures and then deliver the micron sized bubbles to the algae. This allows the nutrients to be delivered at a much lower pressure, maintaining the integrity of the cells.[193]

Proviron

Proviron has been working on a new type of reactor (using flat plates) which reduces the cost of algae cultivation. At AlgaePARC similar research is being conducted using 4 grow systems (1 open pond system and 3 types of closed systems). According to René Wijffels the current systems do not yet allow algae fuel to be produced competitively. However using new (closed) systems, and by scaling up the production it would be possible to reduce costs by 10X, up to a price of 0,4 € per kg of algae.[195]

Genifuels

Genifuel Corporation has licensed the high temperature/pressure fuel extraction process and has been working with the team at the lab since 2008. The company intends to team with some industrial partners to create a pilot plant using this process to make biofuel in industrial quantities.[92] Genifuel process combines hydrothermal liquefaction with catalytic hydrothermal gasification in reactor running at 350 Celsius (662 Fahrenheit) and pressure of 3000 PSI.[196]

Why Artificial Intelligence Will Not Obliterate Humanity

Artificial Intelligence
Bartholomew Cooke/Trunk Archive

Elon Musk is terrified of artificial intelligence (AI). The founder of SpaceX and Tesla Motors predicts it’ll soon be "potentially more dangerous than nukes," and recently he gave $10 million toward research to "keep AI beneficial." Stephen Hawking has likewise warned that "the development of full AI could spell the end of the human race."

Musk and Hawking don’t fear garden variety smartphone assistants, like Siri. They fear superintelligence—when AI outsmarts people (and then enslaves and slaughters them).

But if there’s a looming AI Armageddon, Silicon Valley remains undeterred. As of January, as many as 170 startups were actively pursuing AI. Facebook has recruited some of the field’s brightest minds for a new AI research lab, and Google paid $400 million last year to acquire DeepMind, an AI firm. The question then becomes: Are software companies and venture capitalists courting disaster? Or are humankind’s most prominent geeks false prophets of end times?

Surely, creating standards for the nascent AI industry is warranted, and will be increasingly important for, say, establishing the ethics of self-driving cars. But an imminent robot uprising is not a threat. The reality is that AI research and development is tremendously complex. Even intellects like Musk and Hawking don’t necessarily have a solid understanding of it. As such, they fall onto specious assumptions, drawn more from science fiction than the real world.
Are humankind’s most prominent geeks false prophets of end times?
Of those who actually work in AI, few are particularly worried about runaway superintelligence.

“The AI community as a whole is a long way away from building anything that could be a concern to the general public,” says Dileep George, co-founder of Vicarious, a prominent AI firm. Yann LeCun, director of AI research at Facebook and director of the New York University Center for Data Research, stresses that the creation of human-level AI is a difficult—if not hopeless—goal, making superintelligence moot for the foreseeable future.

AI researchers are not, however, free from all anxieties. “What people in my field do worry about is the fear-mongering that is happening,” says Yoshua Bengio, head of the Machine Learning Laboratory at the University of Montreal. Along with confusing the public and potentially turning away investors and students, Bengio says, “there are crazy people out there who believe these claims of extreme danger to humanity. They might take people like us as targets.” The most pressing threat related to AI, in other words, might be neither artificial nor intelligent. And the most urgent task for the AI community, then, is addressing the branding challenge, not the technological one. Says George: “As researchers, we have an obligation to educate the public about the difference between Hollywood and reality.”

This article was originally published in the March 2015 issue of Popular Science, under the title "Artificial Intelligence Will Not Obliterate Humanity."

Background noise in the brain shapes neuron growth

Published on February 13, 2015 at 8:59 AM 
Original link:  http://www.news-medical.net/news/20150213/Background-noise-in-the-brain-shapes-neuron-growth.aspx

A process previously thought to be mere background noise in the brain has been found to shape the growth of neurons as the brain develops, according to research from the MRC Centre for Developmental Neurobiology (MRC CDN), Institute of Psychiatry, Psychology & Neuroscience (IoPPN), published in Cell Reports.

This work has important implications for our understanding of how neurons develop and connect with each other, which in turn could be relevant to treating neurodevelopmental disorders that affect synapse development, such as autism.

Spontaneous release of neurotransmitter by neurons in the brain previously had no clearly defined function but researchers from the MRC CDN, IoPPN noticed that considerably more spontaneous release events happened during neuron development.

It now appears that spontaneous release of the neurotransmitter glutamate may cause the processes of a growing neuron to branch, just like the branching of a tree, enabling it to connect with countless other neurons via chemical connections called synapses. Synapses are responsible for regulating the passage of electrical signals through the brain.

As well as explaining spontaneous glutamate release in the developing brain, the researchers also found that glutamate is effective at far larger distances than previously thought.

"Spontaneous release has long been the poor cousin to release evoked by activity and, in the past, was often assumed to simply represent 'noise' in the system," said Dr Laura Andreae, Lecturer in the MRC Centre for Developmental Neurobiology, who jointly led the research.

"We've found that, in fact, it has an important role in promoting the complex branching pattern of neuronal dendrites - the tree-like processes that neurons use to connect with other neurons."
 
Branching allows the neuron to form multiple junctions that can connect it to other neurons and so is essential for building the network of neurons that form brain structure. This new research suggests that a key signal for a neuron to branch into a new dendrite comes from spontaneous release events and that the cue occurs much earlier in the neuron growth cycle than previously thought, even before synapse formation.
"One aspect we find especially fascinating is that the brain is using exactly the same machinery that we traditionally think of as being involved in synapse function to help build synaptic connections early on in development," said Dr Andreae. "Using the same neurotransmitter, namely glutamate, and many of the same proteins in both systems is very efficient."

A better understanding of how neurons in the brain develop may help us overcome disorders including autism and intellectual disability.

Dr Andreae concludes: "We think spontaneous release may be far more important than previously realised for the development of neural connections. We'd now like to understand this process better, and also find out whether it is affected in models of neurodevelopmental disorders such as autism, or intellectual disability."

Andreae, L. and Burrone, J. 'Spontaneous Neurotransmitter Release Shapes Dendritic Arbors via Long-Range Activation of NMDA Receptors' is published in Cell Reports.
 
Source:
King's College London

Searching for Susy: Collider to push physics frontier

by Mariette Le Roux 
Original link:  http://phys.org/news/2015-02-susy-collider-physics-frontier.html

Scientists at the European Organisation for Nuclear Research (CERN) are close to launching a superpowered hunt for particles that may change our understanding of the Universe
Excitement is mounting at the world's largest proton smasher, where scientists are close to launching a superpowered hunt for particles that may change our understanding of the Universe.

Physicists and engineers are running the final checks after a two-year upgrade that nearly doubled the muscle of the Large Hadron Collider (LHC), which in 2012 unlocked the putative Higgs boson and, with it, a Nobel Prize.

Now it has its sights on finding exotic new particles in a previously-inaccessible realm that can sometimes resemble science fiction.

"The most exciting thing is we really don't know what we are going to find," said Rolf Landua of the European Organisation for Nuclear Research (CERN), which hosts the LHC.

Experiments at the collider seek to unlock clues as to how the Universe came into existence by studying fundamental particles, the building blocks of all matter, and the forces that control them.

During its next run, researchers will look for evidence of "new physics". They will probe 'supersymmetry'—a theoretical concept informally dubbed Susy, seek explanations for enigmatic , and look for signs of extra dimensions.

In late March, beams containing billions of protons travelling at 99.9 percent the speed of light will shoot through the collider's 27-kilometre (17-mile) ring-shaped tunnel straddling the Franco-Swiss border.

By about the end of May or early June, the mighty machine should be calibrated and start its long-awaited proton collisions—brief but super-intense smashups recorded in four labs dotted around the ring.

Physicists scour the debris for clues of new, hopefully exotic, sub-atomic particles.

"The most important thing which we would like to find is a new type of particle which could help to explain what this mysterious dark matter is," said Landua.

Ordinary, visible matter comprises only about four percent of the known Universe.

There is believed to be five to 10 times more dark matter, which together with equally mysterious dark energy accounts for 96 percent of the cosmos.

'Fixing' the Standard Model

Fresh from its Higgs exploit, the LHC was shut as scheduled in 2013 to boost its collision capacity to 13 teraelectronvolts (TeV)—6.5 TeV for each of the two counter-rotating beams that zip around the ring.

Presentation of the Large Hadron Collider 
Presentation of the Large Hadron Collider
"Thirteen TeV will be a new record, which will open the door hopefully for new physics, new discoveries," operator Mirko Pojer said at the bustling CERN control centre.

"LHC Run 2 will certainly help the physicists to better explain our Universe."

The collider's previous highest power was 8 TeV reached in 2012.

"I am pretty sure now with the new energy in the accelerator we will discover something," said Frederick Bordry, CERN director for accelerators and technology.

"By increasing the energy, the potential of discovery is higher by... maybe two orders of magnitude," or a hundred-fold, he said.

During its second three-year run, the LHC will seek to fill gaps in the "Standard Model"—the mainstream theory of how our visible Universe is constructed.

The model doesn't explain dark matter or dark energy—and seems incompatible with the theory of gravity.

Leading the pack of additional theories, "Susy" postulates the existence of a more massive, "supersymmetric" sibling for every known Standard Model particle.

This may explain dark matter, which is observable only through its gravitational effect on visible matter—holding galaxies together, for example.

Scientists believe the LHC must now be powerful enough to find supersymmetric particles, if they exist.

Higgses galore?
The Large Hadron Collider Magnet, which is used to train engineers and technicians, is seen after the LHC's collision's capacity
The Large Hadron Collider Magnet, which is used to train engineers and technicians, is seen after the LHC's collision's capacity was boosted
"Susy is super beautiful and would fix the Standard Model in many ways," said Rebeca Suarez of the LHC's Compact Muon Solenoid (CMS) experiment.

"But honestly, the hopes of supersymmetry are really low at the moment... we have really looked. Lighter particles of supersymmetry should have been accessible already.

"We are losing hope more every day about it. But there were also those losing hope of finding the Higgs and in the end we found it!"

The Higgs boson, theorised to confer mass on matter, was the last undiscovered particle predicted by the Standard Model.

Supersymmetry postulates there must be additional types of Higgs.
LHC operator Mirko Pojer watches screens at the CERN Control Center (CCC) in Meyrin, near Geneva
"Something very important will be to measure really well the Higgs boson that we have, to finally characterise it as a Standard Model particle," said Suarez.

"Any tiny deviation that we may find in the properties of the Higgs boson or any other Standard Model particle that does not follow the predictions could be a clear sign of new phenomena."

With the upgrade, the LHC can potentially be cranked up to a maximum 14 TeV, but even this may not be enough to find explanations for the strange phenomenon of dark matter, she said. A further, anticipated update may be required for that.

"To find extra Higgses would be nice, to find extra anything would be really great," said Suarez.

"If there is nothing, also it is interesting," she added, adding in all earnestness: "But of course to me, that is the worst-case scenario... It would be the worst thing to happen."

The Large Hadron Collider: A factfile

The most powerful particle smasher in the world, Europe's Large Hadron Collider (LHC), will start a new run this year.

The LHC in numbers:

- Hydrogen protons (a type of hadron) are accelerated to 99.9 percent the speed of light and rammed into one another in an attempt to create conditions similar to those that existed just after the "Big Bang" that formed the Universe 13.7 billion years ago.
- More than 1,200 superconducting dipole magnets guide two particle beams in parallel but opposite directions in an ultra-high vacuum, about 20 centimetres (eight inches) apart.
- The beams run into each other at four points along a 27-kilometre (17-mile) ring-shaped tunnel that runs about 100 metres (328 feet) underground. Some of the protons collide but the others survive and continue around the racetrack.
- The collision points represent the LHC's four experiments—ATLAS, CMS, LHCb and ALICE, where physicists look for new particles.
- The beams will each have a maximum potential energy of 7 teraelectronvolts (TeV), thus a collision energy of 14 TeV, though the experiments will start at 13 TeV—the highest ever achieved in a lab.
- One TeV is about the energy of a flying mosquito, but at the LHC it is squeezed into a space about a million million times smaller than a mosquito.
- At full energy, each beam will have energy equivalent to a 400-tonne train travelling at 150 km (93 miles) per hour.
- Every beam contains about 2,800 "bunches" or "packets" travelling with about seven metres (23 feet) between them. Each bunch contains about 100-150 billion protons.
- Each proton will go around the ring more than 11,000 times a second.
- A beam may circulate for 10 hours, travelling more than 10 billion kilometres, which is enough to get to Neptune and back.
- The LHC magnets produce a magnetic field of about 8 tesla, about 150,000 times bigger than Earth's magnetic field.
- To create resistance-free conditions inside the tunnel, the magnets must be chilled with liquid helium to 1.9 Kelvin (-271.3 degrees Celsius), which is colder than outer space.
- There will be a collision every 25 nanoseconds (one nanosecond is a billionth of a second), yielding about 15 million gigabytes of data per year—representing a stack of CDs about 20 km high.
- The LHC cost about 6.5 billion Swiss francs ($7 billion, six billion euros) to build, with an annual budget of a billion francs a year.
- More than 10,000 scientists work directly or indirectly on the LHC's four experiments.

Source: European Organisation for Nuclear Research (CERN)

Clean coal



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Clean coal is a concept for processes or approaches that mitigate emissions of carbon dioxide (CO2) and other greenhouse gases that arise from the utilization of coal, mainly for electrical power generation, using clean coal technology. Currently, the term clean coal is used in the coal industry primarily in reference to carbon capture and storage, which pumps and stores CO2 emissions underground, and plants using integrated gasification combined cycle (IGCC). IGCC involves coal gasification, which provides a basis for increased efficiency and lower cost in capturing CO2 emissions.[1][2][3][4] Prior to the current focus on carbon capture and storage,[5] the term clean coal had been used to refer to technologies for reducing emissions of NOx, sulfur, and heavy metals from coal combustion.

Within the United States, Carbon Capture and storage technologies are mainly being developed in response to regulations by the Environmental Protection Agency—most notably the Clean Air Act—and in anticipation of legislation that seeks to mitigate climate change. Currently, the electricity sector of the United States is responsible for about 41% of the nation's CO2 emissions, and half of the sector's production comes from coal-fired power plants.[6]

Environment

According to the United Nations Intergovernmental Panel on Climate Change, the burning of coal, a fossil fuel, is a significant contributor to global warming. (See the UN IPCC Fourth Assessment Report). For 1 ton of coal burned, 2.86 tons of carbon dioxide is created.[7] As 25.5% of the world's electrical generation in 2004 was from coal-fired generation (see World energy resources and consumption), reaching the carbon dioxide reduction targets of the Kyoto Protocol will require modifications to how coal is utilized.[8]

Sequestration technology has yet to be tested on a large scale and may not be safe or successful.
Sequestered CO
2
may eventually leak up through the ground, may lead to unexpected geological instability or may cause contamination of aquifers used for drinking water supplies.[9]

Byproducts

The byproducts of coal combustion are considerably hazardous to the environment if not properly contained.

While it is possible to remove most of the sulfur dioxide (SO2), nitrogen oxides (NOx), and particulate matter (PM) emissions from the coal-burning process, carbon dioxide (CO2) emissions and radionuclides [10] will be more difficult to address.

Coal-fired power plants are the largest aggregate source of mercury: 50 tons per year come from coal power plants out of 150 tons emitted nationally in the USA and 5000 tons globally.[11] In the USA, neither the combustion products of oil,[12] nor their associated solid or liquid waste streams,[13] are considered to be major contributors to mercury pollution.[14]

Potential financial cost of clean coal

Whether carbon capture and storage technology is adopted world wide will “…depend less on science than on economics. Cleaning coal is very expensive.” [15]

Cost of converting a single coal-fired power plant

According to an article in NCG magazine, April 2014,[16] the converting of a conventional coal-fired power plant is done by injecting the CO
2
into ammonium carbonate after which it is then transported and deposited underground (preferably in soil beneath the sea). This injection process however is by far the most expensive. Besides the cost of the equipment and the ammonium carbonate, the coal-fired power plant also needs to use 30% of its generated heat to do the injection (parasitic load). A test-setup has been done in the American Electric Power Mountaineer coal-burning power plant.
One solution to reduce this thermal loss/parasitic load is to burn the pulverised load with pure oxygen instead of air.[16]

Costs for new coal-fired power plants

Newly built coal-fired power plants can be made to immediately use gasification of the coal prior to combustion. This makes it much easier to separate off the CO
2
from the exhaust fumes, making the process cheaper. This gasification process is done in new coal-burning power plants such as the coal-burning power plant at Tanjin, called "GreenGen".

On a country wide scale

The projected nation-wide costs for the implementing of CCS in coal-fired power plants in the USA (presumably using a conventional tactic, see above) can be found in the Wall Street Journal article. Credit Suisse Group says $15 billion needs to be invested in CCS over the next 10 years for it to play an important role in climate change. The International Energy Agency says $20 billion is needed. The Pew Center on Global Climate Change says the number is as high as $30 billion. Those figures dwarf the actual investments to date.

In the US, the Bush administration spent about $2.5 billion on clean coal technology — a large amount, but far less than the amounts previously suggested. CCS proponents say both the government and the private sector need to step up their investments.[17]

Support

In the United States, clean coal was mentioned by former President George W. Bush on several occasions, including his 2007 State of the Union Address. Bush's position was that carbon capture and storage technologies should be encouraged as one means to reduce the country's dependence on foreign oil.

During the 2008 US Presidential campaign, both candidates John McCain and Barack Obama expressed interest in the development of CCS technologies as part of an overall comprehensive energy plan.[18] The development of clean coal technologies could also create export business for the United States or any other country working on it.[19]

The American Reinvestment and Recovery Act, signed in 2009 by President Obama, allocated $3.4 billion for advanced carbon capture and storage technologies, including CCS demonstration projects.[20]

Former Secretary of State Hillary Clinton has said that "we should strive to have new electricity generation come from other sources, such as clean coal and renewables,” and former Energy Secretary Dr. Steven Chu has said that “It is absolutely worthwhile to invest in carbon capture and storage," noting that even if the U.S. and Europe turned their backs on coal, developing nations like India and China would not.[21]

In Australia, carbon capture and storage was often referred to by former Prime Minister Kevin Rudd as a possible way to reduce greenhouse gas emissions.[22] (The previous Prime Minister John Howard has stated that nuclear power is a better alternative, as CCS technology may not prove to be economically favorable.[23])

During the first 2012 United States presidential election debate, Mitt Romney expressed his support for clean coal, and claimed that current federal policies were hampering the coal industry.[24]

Criticism

Environmentalists such as Dan Becker, director of the Sierra Club's Global Warming and Energy Program, believes that the term clean coal is misleading: "There is no such thing as clean coal and there never will be. It's an oxymoron."[25] The Sierra Club's Coal Campaign has launched a site refuting the clean coal statements and advertising of the coal industry.[26]

Complaints focus on the environmental impacts of coal extraction, high costs to sequester carbon, and uncertainty of how to manage end result pollutants and radionuclides. In reference to sequestration of carbon, concerns exist about whether geologic storage of CO2 in reservoirs, aquifers, etc., is indefinite/permanent.[27]

The paleontologist and influential environmental activist Tim Flannery made the assertion that the concept of clean coal might not be viable for all geographical locations.[28][29]

Critics also believe that the continuing construction of coal-powered plants (whether or not they use carbon sequestration techniques) encourages unsustainable mining practices for coal, which can strip away mountains, hillsides, and natural areas. They also point out that there can be a large amount of energy required and pollution emitted in transporting the coal to the power plants.

The Reality Coalition, a nonprofit organization composed of Alliance for Climate Protection, Sierra Club, National Wildlife Federation, the Natural Resources Defense Council and the League of Conservation Voters, ran a series of television commercials in 2008 and 2009. The commercials were highly critical of clean coal, stating that without capturing CO
2
emissions and storing it safely that it cannot be called clean coal.[30]

Greenpeace is a major opponent of the concept because they view emissions and wastes as not being avoided but instead transferred from one waste stream to another.[31] According to Greenpeace USA Executive Director Phil Radford, "even the industry figures it will take 10 or 20 years to arrive, and we need solutions sooner than that. We need to scale up renewable energy; “clean coal” is a distraction from that."[32]

Prior terminology

The term "clean coal" is increasingly used in reference to carbon capture and storage, an advanced process that eliminates or significantly reduces carbon dioxide emissions from coal-based plants and permanently sequesters them. More generally, the term has been found in modern usage to describe technologies designed to enhance both the efficiency and the environmental acceptability of coal extraction, preparation, and use.[33]

U.S. Senate Bill 911 in April, 1987, defined clean coal technology as follows:
"The term clean coal technology means any technology...deployed at a new or existing facility which will achieve significant reductions in air emissions of sulfur dioxide or oxides of nitrogen associated with the utilization of coal in the generation of electricity."[34]
In historical usage, "clean coal" has had quite different meanings:
  • In the early 20th century, prior to World War II, clean coal (also called "smokeless coal") referred to anthracite and high-grade bituminous coal, used for cooking and home heating.[35]
  • The term also appeared in a speech to mine workers in 1918, when clean coal referred meant coal that was "free of dirt and impurities".[36]

Bayesian inference

From Wikipedia, the free encyclopedia https://en.wikipedia.org/wiki/Bayesian_inference Bayesian inference ( / ...