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Machine learning makes smarter batteries

Renewable energies, such as wind and solar energy are naturally intermittent. To balance their demand and supply, batteries of, for example, electric vehicles can be charged and act as an energy buffer for the power grid. Cars spend most of their time idle and could, at the same time, feed their electricity back into the grid. While this is still a dream of the future, commercialization of electric and hybrid vehicles is already creating a growing demand for long-lasting batteries, both for driving as well as grid buffering. Consequently, methods for evaluating the state of the battery will become increasingly important.

The long duration of battery health tests is a problem, hindering the rapid development of new batteries. Better battery life forcasting methods are therefore urgently needed but are extremely difficult to develop. Now, Severson and her colleagues report in the journal Nature Energy that machine learning can help to predict computer battery life by creating computer models. The published algorithms use data from early-stage charge and discharge cycles.

Normally, a figure of merit describes the health of a battery. It quantifies the ability of the battery to store energy relative to its original state. The health status is 100% when the battery is new and decreases with time. This is similar to the state of charge of a battery. Estimating the state of charge of a battery is, in turn, important to ensure safe and correct use. However, there is no consensus in the industry and science as to what exactly a battery’s health status is or how it should be determined.

The state of health of a battery reflects two signs of aging: progressive capacity decline and impedance increase (another measure of electrical resistance). Estimates of the state of charge of a battery must therefore take into account both the drop in capacity and the increase in impedance.

Lithium ion batteries, however, are complex systems in which both capacity fade and impedance increase are caused by multiple interacting processes. Most of these processes cannot be studied independently since they often occur in simultaneously. The state of health can therefore not be determined from a single direct measurement. Conventional health assessment methods include examining the interactions between the electrodes of a battery. Since such methods often intervene directly in the system “battery”, they make the battery useless, which is hardly desired.

A battery’s health status can also be determined in less invasive ways, for example using adaptive models and experimental techniques. Adaptive models learn from recorded battery performance data and adjust themselves. They are useful if system-specific battery information are not available. Such models are suitable for the diagnosis of aging processes. The main problem, however, is that they must be trained with experimental data before they can be used to determine the current capacity of a battery.

Experimental techniques are used to evaluate certain physical processes and failure mechanisms. This allows the rate of future capacity loss to be estimated. Unfortunately, these methods can not detect any intermittent errors. Alternative techniques use the rate of voltage or capacitance change (rather than raw voltage and current data). In order to accelerate the development of battery technology, further methods need to be found which can accurately predict the life of the batteries.

Severson and her colleagues have created a comprehensive data set that includes the performance data of 124 commercial lithium-ion batteries during their charge and discharge cycles. The authors used a variety of rapid charging conditions with identical discharge conditions. This method caused a change of the battery lives. The data covered a wide range of 150 to 2,300 cycles.

The researchers then used machine learning algorithms to analyze the data, creating models that can reliably predict battery life. After the first 100 cycles of each experimentally characterized battery their model already showed clear signs of a capacity fade. The best model could predict the lifetime of about 91% data sets studied in the study. Using the first five cycles, batteries could be classified into categories with short (<550 cycles) or long lifetimes.

The researchers’ work shows that data-driven modeling using machine learning allows forecasting the state of health of lithium-ion batteries. The models can identify aging processes that do not otherwise apparent in capacity data during early cycles. Accordingly, the new approach complements the previous predictive models. But at Frontis Energy, we also see the ability to combine generated data with models that predict the behavior of other complex dynamic systems.

(Photo: Wikipedia)

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Faster photoelectrical hydrogen

Achieving high current densities while maintaining high energy efficiency is one of the biggest challenges in improving photoelectrochemical devices. Higher current densities accelerate the production of hydrogen and other electrochemical fuels.

Now a compact, solar-powered, hydrogen-producing device has been developed that provides the fuel at record speed. In the journal Nature Energy, the researchers around Saurabh Tembhurne describe a concept that allows capturing concentrated solar radiation (up to 474 kW/m²) by thermal integration, mass transport optimization and better electronics between the photoabsorber and the electrocatalyst.

The research group of the Swiss Federal Institute of Technology in Lausanne (EPFL) calculated the maximum increase in theoretical efficiency. Then, they experimentally verified the calculated values ​​using a photoabsorber and an iridium-ruthenium oxide-platinum based electrocatalyst. The electrocatalyst reached a current density greater than 0.88 A/cm². The calculated conversion efficiency of solar energy into hydrogen was more than 15%. The system was stable under various conditions for more than two hours. Next, the researchers want to scale their system.

The produced hydrogen can be used in fuel cells for power generation, which is why the developed system is suitable for energy storage. The hydrogen-powered generation of electricity emits only pure water. However, the clean and fast production of hydrogen is still a challenge. In the photoelectric method, materials similar to those of solar modules were used. The electrolytes were based on water in the new system, although ammonia would also be conceivable. Sunlight reaching these materials triggers a reaction in which water is split into oxygen and hydrogen. So far, however, all photoelectric methods could not be used on an industrial scale.

2 H2O → 2 H2 + O2; ∆G°’ = +237 kJ/mol (H2)

The newly developed system absorbed more than 400 times the amount of solar energy that normally shines on a given area. The researchers used high-power lamps to provide the necessary “solar energy”. Existing solar systems concentrate solar energy to a similar degree with the help of mirrors or lenses. The waste heat is used to accelerate the reaction.

The team predicts that the test equipment, with a footprint of approximately 5 cm, can produce an estimated 47 liters of hydrogen gas in six hours of sunshine. This is the highest rate per area for such solar powered electrochemical systems. At Frontis Energy we hope to be able to test and offer this system soon.

(Photo: Wikipedia)

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Better heat exchangers for concentrated solar power

Solar thermal systems are a good example of the particle-wave dualism expressed in Planck’s constant h: E = hf. Where h is the Planck constant, f is the frequency of the light and E is the resulting energy. Thus, the higher the frequency of the light, the higher the amount of energy. Solar thermal metal collectors transform the energy of high-frequency light by generating them to an abundance of low-frequencies through Compton shifts. Glass or ceramic coatings with high visible and UV transmittance absorb the low frequency light generated by the metal because they effectively absorb infrared light (so-called heat blockers). The efficiency of the solar thermal system improves significantly with increasing size, which is also the biggest advantage of such systems compared to photovoltaic generators. One disadvantage, however, is the downstream transformation of heat into electricity with the help of heat exchangers and turbines − a problem not only in solar thermal systems.

To provide the hot gas (supercritical CO2) to the turbines, heat exchangers are necessary. These heat exchangers transfer the heat energy generated by a power plant to the working fluid in a heat engine (usually a steam turbine) that converts the heat into mechanical energy. Then, the mechanical energy is used to generate electricity. These heat exchangers are operated at ~800 Kelvin and could be more efficient if the temperature were at >1,000 Kelvin. The entire process of converting heat into electricity is called a power cycle and is a critical process in power generation by solar thermal plants. Obviously, heat exchangers are pivotal elements in this process.

Ceramics are a great material material for heat exchanger because they can withstand extreme temperature fluctuations. However, unlike metals, ceramics are not easy to shape. Relatively coarse shapes, in turn, are made quickly and easily. In contrast, metals can be easily formed and have a high mechanical strength. Metals and ceramics have been valued for centuries for their distinctive properties. For example, bronze and iron have good impact resistance and are so malleable that they have been made into complex shapes such as weapons and locks. Ceramics, like those used to make pottery, have been formed into simpler shapes. Their resistance to heat and corrosion made ceramics a valued material. A new composite of metal and ceramic (a so-called cermet) combines these properties in amazing ways. A research group led by Mario Caccia reported now in the prestigious journal Nature about a cermet with properties that makes it usable for heat exchangers in solar thermal systems.

The history of such composites goes back to the middle of the 20th century. The advent of jet engines has created a need for materials with high resistance to heat and oxidation. On top of that, they had to deal with rapid temperature changes. Their excellent mechanical strength, which often surpassed that of existing metals, was highly appreciated by the newly created aerospace industry. Not surprisingly, the US Air Force funded more research into the production of cermets. Cermets have since been developed for multiple applications, but in most cases have been used for small parts or surfaces. The newly released composite withstands extreme temperatures, high pressures and rapid temperature changes. It could increase the efficiency of heat exchangers in solar thermal systems by 20%.

To produce the composite, the authors first produced a precursor, which was subject to further processing, comparable to potting the unfired version of a clay pot. The authors compacted tungsten carbide powder into the approximate shape of the desired article (the heat exchanger) and heated it at 1,400 °C for 2 minutes to bond the parts together. They then further processed this porous preform to produce the desired final shape.

Next, the authors heated the preform in a chemically reducing atmosphere (a mixture of 4% hydrogen in argon) at 1,100 °C. At the same temperature, they immersed the preform in a tank of liquid zirconium and copper (Zr2Cu). Finally, the preform was removed by heating to 1,350 °C. In this process, the zirconium displaces the tungsten from the tungsten carbide, producing zirconium carbide (ZrC) as well as tungsten and copper. The liquid copper is displaced from the ZrC matrix as the material solidifies. The final object consists of ~58% ZrC ceramic and ~36% tungsten metal with small amounts of tungsten carbide and copper. The beauty of the method is that the porous preform is converted into a non-porous ZrC / tungsten composite of the same dimensions. The total volume change is about 1-2%.

The elegant manufacturing process is complemented by the robustness of the final product. At 800 °C, the ZrC / tungsten cermet conducts heat 2 to 3 times better than nickel based iron alloys. Such alloys are currently used in high-temperature heat exchangers. In addition to the improved thermal conductivity, the mechanical strength of the ZrC / tungsten composite is also higher than that of nickel alloys. The mechanical properties are not affected by temperatures of up to 800 ° C, even if the material has previously been subjected to heating, e.g. for cooling cycles between room temperature and 800 °C. In contrast, iron alloys, e.g. stainless steels, and nickel alloys loose at least 80% of their strength.

(Photo: Wikipedia)

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Ammonia energy storage #1

The ancient, arid landscapes of Australia are not only fertile soil for huge forests and arable land. The sun shines more than in any other country. Strong winds hit the south and west coast. All in all, Australia has a renewable energy capacity of 25 terawatts, one of the highest in the world and about four times higher than the world’s installed power generation capacity. The low population density allows only little energy storage and electricity export is difficult due to the isolated location.

So far, we thought the cheapest way to store large amounts of energy was power-to-gas. But there is another way to produce carbon-free fuel: ammonia. Nitrogen gas and water are enough to make the gas. The conversion of renewable electricity into the high-energy gas, which can also be easily cooled and converted into a liquid fuel, produces a formidable carrier for hydrogen. Either ammonia or hydrogen can be used in fuel cells.

The volumetric energy density of ammonia is almost twice as high than that of liquid hydrogen. At the same time ammonia can be transported and stored easier and faster. Researchers around the world are pursuing the same vision of an “ammonia economy.” In Australia, which has long been exporting coal and natural gas, this is particularly important. This year, Australia’s Renewable Energy Agency is providing 20 million Australian dollars in funding.

Last year, an international consortium announced plans to build a $10 billion combined wind and solar plant. Although most of the 9 terawatts in the project would go through a submarine cable, part of this energy could be used to produce ammonia for long-haul transport. The process could replace the Haber-Bosch process.

Such an ammonia factories are cities of pipes and tanks and are usually situated where natural gas is available. In the Western Australian Pilbara Desert, where ferruginous rocks and the ocean meet, there is such an ammonia city. It is one of the largest and most modern ammonia plants in the world. But at the core, it’s still the same steel reactors that work after the 100 years-old ammonia recipe.

By 1909, nitrogen-fixing bacteria produced most of the ammonia on Earth. In the same year, the German scientist Fritz Haber discovered a reaction that could split the strong chemical bond of the nitrogen, (N2) with the aid of iron catalysts (magnetite) and subsequently bond the atoms with hydrogen to form ammonia. In the large, narrow steel reactors, the reaction produces 250 times the atmospheric pressure. The process was first industrialized by the German chemist Carl Bosch at BASF. It has become more efficient over time. About 60% of the introduced energy is stored in the ammonia bonds. Today, a single plant produces and delivers up to 1 million tons of ammonia per year.

Most of it is used as fertilizer. Plants use nitrogen, which is used to build up proteins and DNA, and ammonia delivers it in a bioavailable form. It is estimated that at least half of the nitrogen in the human body is synthetic ammonia.

Haber-Bosch led to a green revolution, but the process is anything but green. It requires hydrogen gas (H2), which is obtained from pressurized, heated steam from natural gas or coal. Carbon dioxide (CO2) remains behind and accounts for about half of the emissions. The second source material, N2, is recovered from the air. But the pressure needed to fuse hydrogen and nitrogen in the reactors is energy intensive, which in turn means more CO2. The emissions add up: global ammonia production consumes about 2% of energy and produces 1% of our CO2 emissions.

Our microbial electrolysis reactors convert the ammonia directly into methane gas − without the detour via hydrogen. The patent pending process is particularly suitable for removing ammonia from wastewater. Microbes living in wastewater directly oxidize the ammonia dissolved in ammonia and feed the released electrons into an electric circuit. The electricity can be collected directly, but it is more economical to produce methane gas from CO2. Using our technology, part of the CO2 is returned to the carbon cycle and contaminated wastewater is purified:

NH3 + CO2 → N2 + CH4

 

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Fuel Cells Have the Potential to Become the Best Green Energy Alternative to Fossil Fuels

Global warming is – as the name already suggests – a global concern. It causes problems such as sea level rise, more frequent and more severe strms, and longer droughts. Thus, it global warming concerns all of us. To best fight global warming, adopting green energy in your life is the best viable solution.

Green energy is getting more attention today. It helps to reduce our carbon footprint and thus curbing the global warming. Increasing carbon footprint is the main cause for rising temperatures. Moreover, investing in green energy is also a business case generating steady revenue stream without marginal costs. Hence, many governments promote the use of green energy by providing subsidies and teaching people its benefits in their life.

There are many ways green energy is produced, for example, solar energy, wind energy, the energy produced through bio-waste. Fuel cells are a major breakthrough in this regard. They have impacted the production green energy in many ways. They are also convenient to use. As their fuel (hydrogen, methane …) is produced by using electrical energy, they can use a wide range of green sources to produce energy.

What Are Fuel Cells?

A fuel cells is a device that converts chemical energy into electrical energy. The process combines hydrogen and oxygen to produce water& electricity as main products. Fuel cells are somewhat similar batteries. The main difference is that a fuel is supplied without a charge-discharge cycle. Like batteries, fuel cells are portable and can be used with a variety of fuels like ethanol, methanol, methane, and more.

There are different types of fuel cells. But the most popular ones are hydrogen fuel cells that provide a wide range with only some of advantages as follows:

  • The cells are more efficient than conventional methods used to produce energy.
  • They are quiet – unlike, for example combustion engines or turbines
  • Fuel cells eliminate pollution by using hydrogen instead of burning of fossil fuels.
  • Fuel cells have a longer lifespan than batteries because fresh fuel is supplied constantly
  • They use chemical fuels that can be recycled or produced using renewable energy which makes them environmentally friendly.
  • Hydrogen fuel cells are grid-independent and can be used anywhere.

How Do Fuel Cells Work?

A fuel cell produces power by transforming chemical energy into electrical energy in reduction-oxidation processes, much like batteries do. However, unlike batteries, they produce electricity from external supplies of fuel to the anode and oxidants to the cathode. Fuel cells are capable of producing energy as long as the fuel required to produce energy is supplied. Main components of fuel cells are electrolytes that allow for ion exchange. They aid the electro chemical reaction.

Hydrogen, ethanol, methanol, and methane are used as a source of energy. Methane, which is extracted from the subsurface, can be transformed into hydrogen rich stream. With an abundance of the hydrogen in nature, fuel cells seem to be the most viable technology that helps to produce green energy at large scale and at the most affordable cost.

Fuel cells are all set to become the most reliable source of green energy in the near future. They are fuel efficient, so businesses can make the best use of them. At Frontis Energy, we offer a unique selection that helps you build and improve your own fuel cells – be it for research and development or for production.

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How do the fuel cells work as an effective renewable power?

Fuel cells are the devices that convert chemical energy directly into electrical energy. The process combines hydrogen and oxygen produce water& electricity as main products. Fuel cells are similar to batteries in that they produce electricity but also different in that a fuel is supplied without a charge-discharge cycle. Like batteries, they are portable and developed by technological experts. The cells can be used with a variety of fuels like ethanol, methanol, methane, and more.

Here are the advantages of hydrogen fuel cells –

  1. The cells are efficient when compared to the conventional forms of producing energy.
  2. Hydrogen fuel cells operate silently.
  3. Fuel cells eliminate pollution by switching from burning of fossil fuels to hydrogen.
  4. Fuel cells last longer than batteries because they use chemical fuels to produce energy.
  5. Hydrogen fuel cells are grid-independent and can be used anywhere.

Components of Fuel Cells. A fuel cell converts chemical energy into electrical energy, much like a battery. But unlike batteries, they produce electricity from external supplies of fuels to the anode and oxidants to the cathode. Fuel cells can operate virtually continuously as long as the necessary fuel is supplied. Electrolytes are the major components of the fuel cells and keep that allow ion exchange. Fuel cells also have electrodes that are catalysts of the electrical chemical reaction.

Fuel for Fuel Cells. Fuel cells can operate using a variety of fuels like hydrogen, ethanol, methanol, and methane. Fossil fuels like methane are extracted from underground and converted into a hydrogen rich stream. There is also a huge abundant amount of hydrogen in water which can be used for the hydrogen power supply .For higher voltages, fuel cells can be stacked. Fuel cells can power anything from microchips to buses, boats, and buildings.

Fuel Cell Efficiency. The fuel cells are much more efficient than conventional power generation. This is because conventional power is generated be converting chemical energy into heat, mechanical energy and lastly into electrical energy. Fuel cells are converting energy directly into electrical energy and are much more efficient.

Fuels cells are a promising technology and already a source of electricity for buildings and vehicles. The devices operate best with pure hydrogen. In contrast, fossil fuel reserves are in limited and the energy future of the world needs to include several renewable alternatives to our declining resources. Hydrogen is the most abundant element present in the universe and serves as the fuel for nuclear fusion in the sun. Due to this abundance, hydrogen fuel cells are the best green energy source.

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Modern Day Fuel Cells – A Commercially Viable Green Alternative

Today’s companies are developing innovative techniques to use green energy such as fuel cells. There are different types of fuel cells under development, each with its own advantages, limitations, and potential applications. The classification is determined by the kind of electro chemical reactions taking place in the cell, the required kind of catalyst, the temperature range in which the cells operate, the required fuel, and other different factors.

Frontis Energy is an industry expert in fuel cells and electrolysis storage with more than 20 years of experience. We develop innovative environmental technology products and services. Our specialty is bio-fuels and wastewater with innovative solutions at competitive prices.

Fuel cells are clean, reliable, and portable

A fuel cell is a device that uses a source of fuel like hydrogen and an oxidant for creating electricity through electro chemical processes. It converts chemical energy into electrical energy like batteries found under the hoods of automobiles or in flashlights. The basic build-up is very simple. There are in principle two types of configurations which refer to the electrolyte and the two electrodes.

Many combinations of fuels and oxidants are possible in fuel cells. The fuel can be hydrogen, diesel, methanol, natural, etc., and the oxidants can be air, chlorine, or chlorine dioxide, and so forth. But most of today’s fuel cells are using hydrogen. The hydrogen used in fuel cells can be produced by a variety of fuels, including natural gas. A fuel cell splits hydrogen into electrons and protons. Fuel cells have several advantages over other common forms of power. They are cleaner, more efficient, and quiet.

There is no doubt that fuel cells are among the most efficient ways of green energy today. They are a decentralized and Eco-friendly alternative to conventional energy production. As the cost of centralized power rises, the cost of decentralized power continues to fall. Some power professionals believe the days of centralized power are numbered. Today, fuel cells are the best device to convert chemical energy into electrical energy.

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What is the need of renewable energy sources?

Currently, we are using coal, oil, and gas as our energy resource. They are known as fossil fuels and when burned, they release heat energy that can be turned into electricity. Unfortunately, they cannot be replenished. This form of energy can also be harmful for the health and also a degrading factor for the entire health of the world. People today are turning towards the use of renewable energy for it is an energy source that is less harmful for the environment and for our health.

There are different renewable sources of energy in use today like solar, wind, and hydroelectric power. Wind turbines and solar panels are becoming an increasingly common sight to be used as energy resource. Some of the other forms of clean energies are geothermal, and energy from biomass. These are effective solutions for avoiding, minimizing, and mitigating the use of fossil fuels.

Here are the best benefits of a renewable energy source –

It ensures less global warming

Different human activities are overloading the atmosphere with various harmful gases and other emissions. These gases act like a blanket that result in a web of significant harmful impacts. Increasing the supply of renewable energy would allows the replacement of carbon intensive energy sources with to reduce green house gas emissions.

It improves the public health

Air pollution from using coal and oil is linked with breathing problems, heart attacks, cancer and neurological damage. Most of the negative impacts come from the air and water pollution. Wind, solar, and hydroelectric systems will generate electricity with no associated air pollution emissions.

It is better to use the inexhaustible energy

Strong winds, sunny skies, heat from underground water, and abundant plant matter will provide constant supply of energy. Renewable energy provides a significant share of electric needs, even after accounting for potential constraints.

There are many of economic benefits

Renewable energy is supporting thousands of jobs. Solar panels need workers to install them; wind farms need technicians for maintenance.

There are a lot of reasons for moving towards the use of renewable energy for now and in the future. But there are some limitations also with the use of such energy resources. It is thus advisable to contact the support experts of professionals dealing with the use of green house gases for energy production.

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What is Green Energy? How will renewable energy power the future?

Together with water, energy is the most valuable resource we have. It powers different industries.  Energy provides a system with the ability to perform work and without it, industries cannot function. Using green energy for manufacturing in growing economies is not only more sustainable but can also save money. Green energy is the energy that can be harnessed without harming the environment. This source of energy is environmentally friendly releasing very little toxic compounds into our atmosphere.

Green energy is defined as renewable energy since it is not exhausted at the source. It is also referred to as a clean energy due to the lack of negative impacts on the environment. To keep the planet clean it is important to use such alternative energy sources. One prominent example is the energy obtained from the processing of waste materials to make the environment cleaner. These materials normally pollute the environment by increasing the amount of waste material and toxic substances on the Earth’s surface.

Why use renewable energy?

It is critical to use renewable energy for reducing the global carbon emissions. Investments into such green energy have increased gradually as the cost of technologies fall and efficiency continues to rise. These are the reasons why renewable are rapidly making their way up the agenda –

Growing Price Competitiveness

Non-renewable sources of energies like fossil gas, oil, or coal, threaten power plant operators & end users, because of the insecurity of marginal costs. The price of gas fluctuates across regions, in a cyclical, though unpredictable fashion.

Renewable energy prices, on the contrary, have been continually decreasing. There have been significant price drops in solar over the last decade and the prices for onshore wind also drop significantly.

Long-term Certainty

Renewable have been heavily encouraged by policy makers and direct as well as indirect subsidies. This has driven down the costs during early deployment. The wind or solar farms are usually constructed for up to 25 to 30 years of operation, and even longer for hydro power plants. Thus, renewable continues to generate electricity for a very long time while their efficiency continues to increase.

Energy Security

The majority of non-renewable sources are concentrated in certain regions, whereas renewable energy can be domestic. This helps nations to reduce their dependencies on imported sources. The energy independence thus plays a significant role in addressing our energy needs by replacing foreign energy imports with clean electricity.

It is important to manage diminishing fossil fuel reserves and climate change is the biggest challenge the world is facing today. People are moving from non-renewable energy use to green energy to save the world for the future but also to save money. Clean energy development is vital to combat global warming and to limit its most devastating effects.

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A Brief Account of Wind Energy in the United States, Canada, and the European Union

Wind energy is short for the conversion of energy captured from wind to electrical or mechanical energy. Wind power turbines produce electrical energy and windmills produce mechanical energy. Other forms for wind energy conversion are wind pumps which use wind energy to pump water or sails which drive sail boats.

The cheapest US energy prices by source and county, Source: Energy Institute, University of Texas Austin

Since its first use on sail boats, wind energy is wide spread. Windmills have been used for more than 2,000 years as source of mechanical energy. The Scotsman James Blythe was the first who demonstrated the transformation of wind energy into electrical energy. As wind energy is a renewable source of energy, electrical energy generated by wind turbines is a clean and sustainable form of energy. Wind energy is often also cheaper than natural gas, for example throughout the entire American Midwest, as shown by the Energy Institute of University of Texas, Austin. It is therefore not surprising that wind energy is one of the fastest growing markets in the renewable energy sector worldwide. In 2015, 38% of all renewable energy in the United States and the European Union was generated by wind turbines.

Wind and solar energy production in the US and Canada in 2015. Sources: EIA, Statistics Canada

More efficient than single wind turbines is the use of wind parks where clusters of large turbines constantly generate electrical power. There are two kinds of wind parks, on-shore and off-shore wind parks. Off-shore wind parks are often more expensive but do not use valuable farmland as it is often the case for on-shore wind parks. However, wind parks on farmland can be a valuable addition for farmers seeking an extra income.

Wind and solar energy production in the European Union and the Euro-zone in 2015. WSH is the fraction of renewable energy of the European energy market. “Hydro” is the fraction of hydro power. Source, Eurostat