Energy
Article | July 16, 2022
Machine learning and artificial intelligence (AI) are two of the most commonly used commercial phrases these days. As a result, companies across sectors are searching for methods to include them in order to optimize and automate their key operations. The energy sector is no exception!
Indeed, throughout the years, renewable energy industries (wind, solar, hydro, nuclear) have substantially gained from the potential of machine learning. They were able to reduce their expenses, make better projections, and raise the rate of return on their portfolio. And this tendency is just going to gain momentum. If your company is in the energy industry or utilizes a lot of power, machine learning and AI can help you improve your business performance. But how precisely? Let's get started.
Ways in Which AI and Machine Learning are Changing Energy Sector
There are a few methods that machine learning and AI can be applied to positively improve the energy industry. Here are a few popular applications currently under development.
Predictive Maintenance
AI helps match energy output with demand and ensure power grid stability and resilience.In 2003, a low-hanging high-voltage electricity line hit an overgrown tree in Ohio, causing a widespread blackout. There was no power system alarm and no sign of the incident. The electric company didn't notice until three additional power lines failed. This carelessness ultimately brought down the whole grid. The 50 million-person blackout lasted two days. Eleven individuals died, and $6 billion was lost.
Predictive maintenance can be implemented using machine learning and IoT
Sensors gather operational time series data from electricity lines, equipment, and stations (data accompanied by a timestamp).
Machine learning algorithms can then forecast when a component will fail (or n-steps). It can also anticipate machinery's remaining usable life or future breakdown. These algorithms detect machine failure, eliminate blackouts or downtimes, improve maintenance procedures, and reduce maintenance expenses.
Grid Management
Grid management is a promising AI application in energy. Complex networks distribute electricity to users (also known as the power grid). Generation and demand must always match in the electrical system. Other issues, like blackouts and system breakdowns, can occur.
Despite being ancient, pumped hydroelectric storage is the most common way to store energy. It operates by moving water upwards and letting it fall into turbines. Renewable energy makes predicting the grid's power generation challenging. After all, it is affected by a variety of things, like sunlight and wind.
Demand Response
Large demand shifts can be expensive for nations that depend on renewable energy. As nations migrate to green energy, it's harder to adapt to demand fluctuations. Germany plans to use 80% renewable energy by 2050.
Countries such as Germany will encounter two major challenges Demand fluctuations: On some days or times of the year, power consumption soars (on Christmas, for example) Weather volatility: Without wind or clear skies, it might be hard to meet electrical demand. In both circumstances, more stations or fossil fuel-powered facilities must meet demand
Solving demand response issues
Many nations are partnering with businesses to examine weather forecasts, power demand, etc. Germany's EWeLiNE project forecasts wind and solar energy at a specific moment. This enables the government to use non-renewable energy to meet additional power demand.
They utilize enormous historical data sets to train machine learning algorithms, as well as data from wind turbines or solar panels, to properly balance supply and demand.
Closing Lines
AI increases the potential of humans. Several renewable energy producers are investing in artificial intelligence to boost their businesses.There are numerous uses of artificial intelligence in renewable energy. The fundamental purpose of AI integrated systems is to reduce forecasting issues and incorporate renewable energy into the central energy grid as effectively as possible. AI can also assist renewable energy providers in developing successful plans and policies based on present energy consumption and demand.
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Solar+Storage
Article | June 14, 2022
UTILIZING SOLAR ENERGY
You want the world to be a better place for your children and your children’s children. So how do you go about making changes in order to ensure that it will be? There are only so many things you can do, but you know it would be a good start to change the way you use energy. There’s so much waste and, in reality, only so much energy to go around. You’ve heard that solar energy is the energy source of the future and you can get behind that. After all, the sun is bright and hot and always around. It’s not going to run out of energy anytime soon and it makes sense to use its energy to power things. But how do you take advantage of that? Here are a few ideas.
START SMALL WITH SOLAR ENERGY
You might want to test out how solar energy works by using it in small ways. First, get some solar powered landscape lights and other small items that can help you get used to how solar power works. You’ll see that those lights glow on a nightly basis from the sun’s power that they stored during the day and you’ll realize that solar power can work well in other areas.
GO BIG WITH SOLAR PANELS
You can also do your research and go all out with solar panels on your roof. They’re costly to install, but they cost a lot less now than they did in the past. Plus, they’ll pay you back over the years in energy savings. If you really want to make an impact and you have the money to do so, solar panels are a great way to take advantage of the solar energy beating down on your house.
GET IN TOUCH WITH A CLEAN ENERGY PROVIDER
If you go with solar panels yourself, more power to you (literally, in some ways!) but not every homeowner has the funds or inclination to go that route. If you want something easier, but you still want solar power, it’s best to contact a clean energy provider for help. Your clean energy provider will harness solar power for you (along with wind energy and other renewable sources) and add it to the grid. You can then use energy as needed and know that it comes from the sun and other clean sources.
SOLAR ENERGY IS THE FUTURE
With natural resources dwindling, it makes sense for more people to jump over to solar power. It definitely has enough power to go around and it doesn’t cause harmful gases and pollution to be released into the atmosphere. You may as well jump on board early with Star Energy Partners. You’ll not only have peace of mind about where your energy comes from, but you’ll also pay a fixed rate, which is lower than what your bills are now. We can even call your current company for you and get you switched over with ease.
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Energy, Industry Updates
Article | July 29, 2022
It all started about four years ago, when SUVs and pickup trucks drove uninvited onto their lands, remembers Olimpia Palmar, a member of the Indigenous Wayúu peoples, who historically have occupied the La Guajira desert in northern Colombia and Venezuela. "We started seeing these arijunas [Wayuúunaiki for non-native peoples] wearing construction helmets and boots and vests, getting out of the cars, checking the desert, and then leaving," she recalls.
Word soon began circulating across the Guajira Peninsula, from the rancherías — the community’s rural settlements — to the few urban centers: The arijunas were offering money to those who would let them plant tall, slim towers on their lands to measure the wind. On La Guajira’s dusty earth, where few things grow, towers began to sprout. By 2019, at least 30 wind-measuring towers had risen on Wayúu land, according to a report by Indepaz, a nonprofit research center.
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Energy
Article | August 3, 2021
Renewable energy is the energy generated from natural resources on Earth that are neither limited or exhaustible, such as wind and sun. Thus, renewable energy is an alternative to conventional energy based on fossil fuels and is generally less harmful to the environment.
Some Sources of Renewable Energy
Solar:
Solar energy is created by capturing sunlight's radiant energy and turning it into heat, electricity, or hot water. Photovoltaic (PV) systems utilize solar cells to convert direct sunlight into energy.
The significant advantage of solar energy is that it is functionally infinite. There is an infinite supply of solar energy with the technology to harvest it, making fossil fuels obsolete. Using solar energy instead of fossil fuels can also help improve public health and environmental conditions. In addition, solar energy has the potential to eliminate energy expenses in the long run, as well as decrease your energy bills in the short term. Many government, state, and local governments also provide rebates or tax credits to encourage investment in solar energy. To know more about Solar Energy, click here.
Although solar energy can save you money in the long term, it has a high upfront cost out of reach for most households. In addition, for personal houses, homeowners should also have enough sunlight and space to install their solar panels, restricting who can realistically adopt this technology on an individual level.
Wind:
Wind farms use turbines to generate wind energy and convert it to electricity. There are many types of systems used to convert wind energy, and each one is unique. Commercial-grade wind-powered generating systems can power a wide range of organizations, while single-wind turbines are utilized to complement current energy organizations. Utility-scale wind farms, which are purchased on a contract or wholesale basis, are another option. Wind energy is technically a kind of solar energy. Wind is caused by temperature variations in the atmosphere and the rotation of the Earth, and the geography of the planet.
Wind energy is a clean energy source, which means it does not damage the environment in the same way other types of energy do. Wind energy does not emit carbon dioxide or any other hazardous pollutants that can degrade the environment or damage human health, such as smog, acid rain, or other heat-trapping gases. Investment in wind energy technology can also lead to new employment opportunities and job training, as farm turbines should be serviced and maintained to remain operational.
Wind farms are often constructed in rural or isolated locations, far from busy towns where electricity is most required. Wind energy must be transmitted through transition lines, which raises the cost. Even though wind turbines produce relatively little pollution, some cities are opposed to them because they dominate skylines and create noise. In addition, wind turbines can pose a danger to nearby animals, such as birds, who are occasionally killed when they collide with the turbine's arms while flying.
Hydroelectric:
When it comes to hydroelectric power, most people think of dams. Pumped-storage hydropower is the process through which water flows through the turbines of a dam to generate energy. Run-of-river hydropower utilizes a canal to funnel water through rather than a dam to power it.
Hydroelectric power is very flexible since it can be generated utilizing both large-scale projects such as the Hoover Dam and small-scale projects such as underwater turbines and lower dams on rivers and streams. In addition, because hydroelectric power does not emit pollutants, it is a far more ecologically beneficial energy source for our environment.
The majority of hydroelectric power plants use more energy than they generate. To pump water, the storage systems may need to utilize fossil fuels. Although hydroelectric power does not contaminate the air, it disrupts rivers. It harms the animals that dwell in them by changing water levels, currents, and migratory routes for many fish and other freshwater ecosystems.
Geothermal:
Geothermal heat is heat trapped under the Earth's crust due to the Earth's creation 4.5 billion years ago and radioactive decay. Large quantities of this heat can sometimes escape spontaneously, but only all at once, resulting in well-known phenomena like volcanic explosions and geysers. This heat can be collected and utilized to generate geothermal energy by utilizing steam generated by heated water pumping under the surface, which rises to the surface and can power a turbine.
Geothermal energy is not as common as other forms of renewable energy, but it has considerable energy supply potential. In addition, it has a little environmental impact because it can be constructed underground. As geothermal energy is replenished naturally, it is not in danger of depletion.
When it comes to the drawbacks of geothermal energy, the cost is a significant issue. Not only is the infrastructure expensive to construct, but it is also vulnerable to earthquakes in some parts of the world.
Is renewable energy capable of powering the future?
Renewable energy technologies already account for approximately 26% of total global power, and the International Energy Agency (IEA) predicts that this will rise to 30% by 2024. According to the IEA, by 2024, the world's renewable energy capacity will have increased by 1,200 GW, which is equivalent to the capacity of the whole United States.
Expert analysis indicates that a completely sustainable energy system can be achieved worldwide over the next 30 years; the difficult part is persuading countries to change their ways.
What is the significance of renewable energy in the future?
There are many reasons why renewable energy is critical for the future, particularly given the negative impact that fossil fuels have on our world. This includes, among other things, air and water pollution, habitat and wildlife loss, and greenhouse gas emissions that contribute to global warming. Here are a few examples of why renewable energy is so important:
Lowers air pollution: By lowering air pollution, renewable energy may help improve people's health worldwide. Air pollution is a significant environmental problem, particularly in metropolitan areas and developing countries, and the World Health Organization estimates that 7 million people die prematurely due to inhaling contaminated air each year.
Lowers the danger of floods and droughts: Using renewable energy can also lower the risk of floods and droughts throughout the world. For example, many gallons of water are required to operate power plants that burn fossil fuels, leading to droughts in many low-rainfall nations. In contrast, climate change induced by the combustion of fossil fuels produces greater rainfall in other areas, resulting in catastrophic floods.
Promotes local economies: The development of renewable energy technologies also contributes to creating new employment and financing for local economies. As a result, more employment in renewable energy is being generated every day, and they are only expected to grow more secure as technology advances.
Lower long-term costs: Clean energy sources are becoming more appealing investment possibilities than fossil fuels. With the growing popularity of renewable energy sources like solar and wind power, investment is low risk, even with hefty initial installation costs. They can effectively generate electricity "for free" for decades after installation.
A future powered by renewable energy will result in a more sustainable environment and help many local economies in ways that fossil fuels cannot.
What is the best future renewable energy source?
Solar energy and wind power, together with hydropower, are considered the greatest renewable energy sources for powering our future planet. They are the cleanest renewable resources and are ideal for household, industrial, and national grid uses.
They can offer limitless quantities of clean energy to the world, but they can also boost local economies. Wind power technology has already resulted in a significant rise in employment and helps to put money back into local communities, with additional jobs being generated with each installation.
Solar energy can benefit everyone who has sufficient space for PV panels, and it is much less intrusive than wind turbines. And, although initial installation prices can be high, they will start to fall as solar becomes more common.
Is it possible for the world to survive on 100% renewable energy in the future?
The world may survive on 100% renewable energy in the future, but this will not be without challenges. To read more about the challenges in renewable energy click here. Each nation will have to go through its transition phase, which will be relatively simple for some and more difficult for others. Others may be hesitant even to begin the transition if their economy is highly dependent on fossil fuels.
The world's future can be unpredictable, and it's impossible to tell if it's possible to live completely on renewable energy. Still, we can help make the planet a better place by switching our homes' electricity to renewable energy.
In the future, how efficient will renewable energy be?
Renewable energy efficiency is determined by how much energy can be generated in a given period and how much it costs to generate this energy. Despite the fact that all renewable energy technologies have high initial costs, the costs of generating energy are considerably lower than the costs of obtaining fossil fuels.
With the continuous advancement of renewable energy technology, this efficiency will only increase, bringing us closer to a bright future for renewable energy.
What are the future benefits and drawbacks of renewable energy?
Benefits:
Renewable energy technologies have an infinite supply — as long as we have the sun, wind, water, and natural heat, we have renewable energy technologies.
Reduced global warming impacts, such as floods, severe storms, droughts, and other extreme weather conditions.
Fewer air contaminants, which lead to improved respiratory health.
Reduced greenhouse gas emissions result in a more stable climate.
More employment for local areas.
More robust supply, which assists in the elimination of power outages.
Enhanced accessibility.
Lower energy costs, particularly with renewable energy prices falling.
Drawbacks:
Expensive initial installation costs.
Intermittent - depending on the renewable energy source, they will not provide electricity 24 hours a day, seven days a week. Solar energy, for example, cannot be produced at night, and wind is not always powerful enough to spin a turbine.
More advancements in storage solutions are required - renewable energy storage can be costly, but this is expected to improve as technology advances.
Geographical constraints - some areas will be more suited to renewable energy sources than others.
What factors will influence the future of renewable energy?
The environmental advantages and the cost of transition are the two most important factors determining the future of renewable energy.
The benefits of renewable energy sources often exceed the drawbacks, yet the high initial costs frequently discourage people from investing. Luckily, as environmental problems become more generally recognized, renewable energy prices, including installation costs, are falling, providing greater incentive to switch to renewable energy sources.
So, what does the future of renewable energy hold?
Renewable energy is expected to grow in popularity over the next decade, attempting to minimize the impacts of climate change. This may take some time, but we will have to switch to renewable energy to fight against climate change and protect our environment.
FAQ
Why is renewable energy the future?
Alternative energy sources emit much less Carbon dioxide than natural gas, coal, and other fossil fuels. Switching to renewable energy sources for electricity production will benefit the environment by delaying and reversing climate change.
Is renewable energy a good investment for business?
There are many benefits to investing in renewable energy sources for businesses, including increased marketing possibilities, fewer emissions, cheaper energy costs, and many more. Businesses must lead the way in becoming more sustainable by expanding their usage of renewable energy.
What is the best renewable energy source for the future?
Solar energy and wind power, together with hydropower, are considered the greatest renewable energy sources for powering our future planet. They are the cleanest renewable resources and are ideal for household, industrial, and national grid uses. They can offer limitless quantities of clean energy to the world, but they can also boost local economies. Wind power technology has already resulted in a significant rise in employment and helps to put money back into local communities, with additional jobs being generated with each installation.
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