Hundreds to participate in power line case

By Charleston Daily Mail


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The state Public Service Commission has granted 285 county commissions, communities, companies, groups and individuals the right to participate in a case that will decide whether two utilities will be allowed to build a 280-mile electric transmission line across West Virginia.

The Barbour, Braxton, Jefferson, Lewis, Tucker and Upshur county commissions were granted permission to intervene, or participate, in the case, as were the Jefferson County Board of Education, the city of Charles Town, the Sierra Club, the West Virginia Nature Conservancy, the West Virginia State Building and Construction Trades Council, the commission's own Consumer Advocate Division, and the West Virginia Energy Users Group, which represents large industrial electricity customers.

In addition, groups in Kanawha, Putnam and 19 other counties were granted permission to intervene.

Dozens of companies and individuals were granted permission to intervene based on the fact that they are located within 10 miles of the centerline of the proposed transmission line.

American Electric Power and Allegheny Power unveiled their plan to build the $1.8 billion high-voltage electric transmission in May. The project is called the Potomac Appalachian Transmission Highline, or PATH. It would cross 14 counties and run from the John Amos power plant near Winfield to just beyond the Eastern Panhandle.

The utilities say the line is needed to bolster the nation's electrical grid.

Many of the interveners adamantly object to the proposed line.

For example, Flatwoods developer John Skidmore and his wife, Carol, said the proposed route for the power line cuts across their 250-acre farm near Rock Cave in Upshur County and within 300 to 350 feet of their home, which was built in 2008. The Skidmores said their home is worth at least $400,000.

"The proposed PATH route and power line will detrimentally affect, and cause a devaluation of, the Skidmore property," the couple said. In addition, "the proposed power line may expose Skidmore, and their family and guests, to harmful EMF (Electric and Magnetic Field) radiation." Also, "Skidmore is concerned about the environmental impacts of the PATH power line upon a substantial portion of the Skidmore property."

The Skidmores are asking the commission to either deny the PATH application or relocate the route.

Kenna Seal of Sutton also wants the commission to deny the application. Seal is a former Braxton County school superintendent and currently works for the state Department of Education.

"The proposed PATH route crosses in the middle of my farm," Seal said. "The proposed path of the line is about 1,000 feet from my house and will be visible from my back porch and lawn, creating visual pollution as well as noise pollution of hissing, buzzing, popping and crackling sounds. The line will diminish the value of the farm and destroy any crop or forest production permanently.

"The line will constitute a permanent health hazard to me and my descendents or assigns with the emission of EMF and the harmful effects of herbicide spraying for control of brush and trees," Seal said.

"The real need for the line is dubious, given the greener and more environmentally sensitive technologies. Coal-fired power plants pushing electricity to distant places is old technology from the last century that will be viewed in the future as a horrific mistake. Other renewable resources, even nuclear power plants located at the point of need would be cheaper, fairer, and more efficient.

"West Virginia and my farm are not our Northeast neighbor's keeper," Seal wrote. "This is worse than the abandoned railroad going through my farm, but represents the same type of illogical reasoning. It constitutes a new version of the exploitation of West Virginia by outside interests.Â…"

A 31-page order issued by the commission sets out a schedule for proceedings. Public comment hearing dates are yet to be decided but the commission said it expects to hold them in September and October. The deadline for the commission to issue a decision is June 21, 2010.

A status hearing is scheduled to review the current status of the case and issues described in the order. Because of the large number of people expected to attend, it is being held in the Culture Center theater.

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Imported coal volumes up 17% during Apr-Oct as domestic supplies shrink

India Thermal Power Coal Imports surged 17.6% as CEA-monitored plants offset weaker CIL and SCCL supplies, driven by Saubhagya-led electricity demand, regional power deficits, and varied consumption across Uttar Pradesh, Bihar, Maharashtra, and Gujarat.

 

Key Points

Fuel volumes imported for Indian thermal plants, tracked by CEA, reflecting shifts in CIL/SCCL supply, demand, and regional power deficits.

✅ Imports up 17.6% as domestic CIL/SCCL deliveries lag targets

✅ Saubhagya-driven demand lifts generation in key beneficiary states

✅ Industrial slowdowns cut usage in Maharashtra, Tamil Nadu, Gujarat

 

The receipt of imported coal by thermal power plants, where plant load factors have risen, has shot up by 17.6 per cent during April-October. The coal import volumes refer to the power plants monitored by the Central Electricity Authority (CEA), and come amid moves to ration coal supplies as electricity demand surges, a power update report from CARE Ratings showed.

Imports escalated as domestic supplies by Coal India Ltd (CIL) and another state run producer- Singareni Collieries Company Ltd (SCCL) dipped in the period, after earlier shortages that have since eased in later months. Rate of supplies by the two coal companies to the CEA monitored power stations stood at 80.4 per cent, indicating a shortfall of 19.6 per cent against the allocated quantity.

According to the study by CARE Ratings, total coal supplied by CIL and SCCL to the power sector stood at 315.9 million tonnes (mt) during April-October as against 328.5 mt in the comparable period of last fiscal year.

The study noted that growth in power generation during the April-October 2019, with India now the third-largest electricity producer globally, was on account of higher demand from Pradhan Mantri Sahaj Bijli Har Ghar Yojana or Saubhagya Scheme beneficiary states. Providing connection to households in order to achieve 100% per cent electrification has in part helped the sector avert de-growth, as part of efforts to rewire Indian electricity and expand access.

Large states namely Uttar Pradesh, Bihar, Punjab, West Bengal and Rajasthan have recorded over five per cent growth in consumption of power. These states along with Odisha, Madhya Pradesh and Assam accounted for 75 per cent of the beneficiaries under the Saubhagya Scheme (Household Electrification Scheme). The ongoing economic downturn has led to a sharp fall in electricity demand from industrialised states. Maharashtra, which is also the largest power consuming state in India, recorded a decline in consumption of 5.6 per cent.

Other states namely Tamil Nadu, Telangana, Gujarat and Odisha too recorded fall in power consumed, echoing global dips in daily electricity demand seen later during the pandemic. These states house large clusters of mining, automobile, cement and other manufacturing industries, and a decline in these sectors led to fall in demand for power across these states. - The demand-supply gap or power deficit has remained at 0.6 per cent during the April-October 2019. North-East reported 4.8 per cent of power deficit followed by Northern Region at 1.3 per cent. Within Northern Region, Jammu & Kashmir and Uttar Pradesh accounted for 65 per cent and 30 per cent respectively of the regions power supply deficit.

 

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Omnidian Acquires Australia's Solar Service Guys to Expand Global Reach

Omnidian Acquisition of Solar Service Guys accelerates global expansion in renewable energy, enhancing solar maintenance and remote monitoring across Australia and the U.S., boosting performance management, uptime, and ROI for residential and commercial systems.

 

Key Points

Omnidian acquired Solar Service Guys to expand in Australia, unifying O&M and monitoring to boost solar performance.

✅ Expands Omnidian into Australia's high-adoption solar market.

✅ Integrates largest Aussie solar service network for O&M scaling.

✅ Enhances remote monitoring, uptime, and ROI for PV owners.

 

In a strategic move aimed at boosting its presence in the global renewable energy market, Seattle-based Omnidian has announced the acquisition of Australia's Solar Service Guys. This acquisition marks a significant step in Omnidian's expansion into Australia, one of the world’s leading solar markets, and is expected to reshape the landscape of solar panel services both in the U.S. renewables market and abroad.

Founded in 2018, Omnidian is a rapidly growing startup that specializes in managing the performance of solar power systems, ensuring they continue to operate efficiently and effectively. The company provides maintenance services for both residential and commercial solar installations, including in Washington where Avista's largest solar array highlights growing scale, and its proprietary software remotely monitors solar systems to identify any performance issues. By quickly addressing these problems, Omnidian helps customers maximize the energy output of their systems, reducing downtime and increasing the return on investment in solar power.

The company’s acquisition of Solar Service Guys, Australia’s largest solar service network, is a clear indication of its ambition to dominate the renewable energy sector globally, amid consolidation trends like TotalEnergies' VSB acquisition across Europe, that signal accelerating scale. The Australian company, which has been operational since 2006, has built a strong reputation for providing high-quality solar panel services across the country. By integrating Solar Service Guys into its operations, Omnidian plans to leverage the Australian company’s deep industry expertise and established network to extend its service offerings into Australia’s solar market.

The acquisition could not come at a better time. Australia, with its vast sun-drenched landscapes, is one of the world’s leaders in solar energy adoption per capita, even as markets like Canada's solar lag persist by comparison. The country has long been at the forefront of renewable energy development, and this acquisition presents a significant opportunity for Omnidian to tap into a booming market where solar power is increasingly seen as a primary energy source.

With the deal now finalized, Solar Service Guys will operate as a fully integrated subsidiary of Omnidian. The merger will not only strengthen Omnidian’s service capabilities but will also enhance its ability to provide comprehensive solutions to solar system owners, ensuring their panels perform at peak efficiency over their lifetime. This is particularly important as solar energy continues to grow in popularity, with more residential and commercial properties opting for solar installations as a means to lower energy costs and reduce their carbon footprints.

The acquisition also underscores the growing importance of solar energy maintenance services. As the adoption of solar panels continues to rise globally, including in Europe where demand for U.S. solar gear is strengthening, the need for ongoing monitoring and maintenance is becoming increasingly vital. Solar energy systems, while relatively low-maintenance, do require periodic checks to ensure they are functioning optimally. Omnidian’s software-based approach to remotely detecting performance issues allows the company to quickly identify and address potential problems before they become costly or result in significant energy loss.

By expanding its reach into Australia, Omnidian can now offer its services to an even broader customer base, positioning itself as a key player in the renewable energy market. The Australian solar market is projected to continue its growth trajectory, with many homeowners and businesses in the country looking to make the switch to solar power in the coming years.

In addition to expanding its geographic footprint, Omnidian’s acquisition of Solar Service Guys aligns with its broader mission to support the global transition to renewable energy. As governments worldwide push for cleaner energy alternatives and new projects like a U.S. clean energy factory accelerate domestic supply chains, companies like Omnidian are playing an essential role in making solar power a more reliable and sustainable option for consumers.

With the backing of Solar Service Guys’ extensive network and experience, Omnidian is poised to deliver even greater value to its customers, as industry transactions like Canadian Solar's plant sale underscore active market realignment. The acquisition will also help the company strengthen its technological capabilities, improve its service offerings, and accelerate its mission to create a more sustainable energy future.

As Omnidian continues to grow, the company’s success will likely serve as a model for other startups in the renewable energy sector. By focusing on performance management, expanding its service offerings, and leveraging cutting-edge technology, Omnidian is well-positioned to lead the way in the next generation of solar energy solutions. The future looks bright for Omnidian, and with this acquisition, it is well on its way to becoming a dominant force in the global solar market.

Omnidian’s acquisition of Solar Service Guys marks a significant milestone in the company’s quest to revolutionize the renewable energy industry. By expanding into Australia and enhancing its service capabilities, Omnidian is not only strengthening its position in the market but also contributing to the global push for cleaner, more sustainable energy solutions. As the world continues to embrace solar power, companies like Omnidian will be essential in ensuring that solar systems operate at peak efficiency, helping customers maximize the benefits of their investment in renewable energy.

 

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Two new electricity interconnectors planned for UK

Ofgem UK Electricity Interconnectors will channel subsea cables, linking Europe, enabling energy import/export, integrating offshore wind via multiple-purpose interconnectors, boosting grid stability, capacity, and investment under National Grid analysis to 2030 targets.

 

Key Points

Subsea links between the UK and Europe that trade power, integrate offshore wind, and reinforce grid capacity.

✅ Two new subsea interconnector bids open in 2025

✅ Pilot for multiple-purpose links to offshore wind clusters

✅ National Grid to assess optimal routes, capacity, and locations

 

Ofgem has opened bids to build two electricity interconnectors between the UK and continental Europe as part of the broader UK grid transformation now underway.

The energy regulator said this would “bring forward billions of pounds of investment” in the subsea cables, such as the Lake Erie Connector, which can import cheaper energy when needed and export surplus power from the UK when it is available.

Developers will be invited to submit bids to build the interconnectors next year. Ofgem will additionally run a pilot scheme for ‘multiple-purpose interconnectors’, which are used to link clusters of offshore wind farms and related innovations like an offshore vessel chargepoint to an interconnector.

This forms part of the UK Government drive to more than double capacity by 2030, and to manage rising electric-vehicle demand, as discussed in EV grid impacts, in support of its target of quadrupling offshore wind capacity by the same date.

Interconnectors provide some 7 per cent of UK electricity demand. The UK so far has seven electricity interconnectors linked to Ireland, France, Belgium, the Netherlands and Norway, while projects like the Ireland-France connection illustrate broader European grid integration.

Balfour Beatty won a £90m contract for onshore civil engineering works on the Viking Link Norway interconnector, which is due to come into operation in 2023, while London Gateway's all-electric berth highlights related port electrification.

It said that interconnector developers have in the past been allowed to propose their preferred design, connection location and sea route to the connecting country. Ofgem has now said it may decide to consider only those projects that meet its requirements based on an analysis of location and capacity needs by National Grid.

Ofgem has not specified that the new interconnectors must link to any specific place or country, but may do so later, as priorities like the Cyprus electricity highway illustrate emerging directions.

 

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U.S. residential electricity bills increased 5% in 2022, after adjusting for inflation

U.S. Residential Electricity Bills rose on stronger demand, inflation, and fuel costs, with higher retail prices, kWh consumption, and extreme weather driving 2022 spikes; forecasts point to stable summer usage and slight price increases.

 

Key Points

They are average household power costs shaped by prices, kWh use, weather, and upstream fuel costs.

✅ 2022 bills up 13% nominal, 5% real vs. 2021

✅ Retail price rose 11%; consumption up 2% to 907 kWh

✅ Fuel costs to plants up 34%, pressuring rates

 

In nominal terms, the average monthly electricity bill for residential customers in the United States increased 13% from 2021 to 2022, rising from $121 a month to $137 a month. After adjusting for inflation—which reached 8% in 2022, a 40-year high—electricity bills increased 5%. Last year had the largest annual increase in average residential electricity spending since we began calculating it in 1984. The increase was driven by a combination of more extreme temperatures, which increased U.S. consumption of electricity for both heating and cooling, and higher fuel costs for power plants, which drove up retail electricity prices nationwide.

Residential electricity customers’ monthly electricity bills are based on the amount of electricity consumed and the retail electricity price. Average U.S. monthly electricity consumption per residential customer increased from 886 kilowatthours (kWh) in 2021 to 907 kWh in 2022, even as U.S. electricity sales have declined over the past seven years. Both a colder winter and a hotter summer contributed to the 2% increase in average monthly electricity consumption per residential customer in 2022 because customers used more space heating during the winter and more air conditioning during the summer, with some states, such as Pennsylvania, facing sharp winter rate increases.

Although we don’t directly collect retail electricity prices, we do collect revenues from electricity providers that allow us to determine prices by dividing by consumption, and industry reports show major utilities spending more on electricity delivery than on power production. In 2022, the average U.S. residential retail electricity price was 15.12 cents/kWh, an 11% increase from 13.66 cents/kWh in 2021. After adjusting for inflation, U.S. residential electricity prices went up by 2.5%.

Higher fuel costs for power plants drove the increase in residential retail electricity prices. The cost of fossil fuels—including natural gas prices, coal, and petroleum—delivered to U.S. power plants increased 34%, from $3.82 per million British thermal units (MMBtu) in 2021 to $5.13/MMBtu in 2022. The higher fuel costs were passed along to residential customers and contributed to higher retail electricity prices, and Germany power prices nearly doubled over a year in a related trend.

In the first three months of 2023, the average U.S. residential monthly electricity bill was $133, or 5% higher than for the same time last year, according to data from our Electric Power Monthly. The increase was driven by a 13% increase in the average U.S. residential retail electricity price, which was partly offset by a 7% decrease in average monthly electricity consumption per residential customer, and industry outlooks also see U.S. power demand sliding 1% on milder weather. This summer, we expect that typical household electricity bills will be similar to last year’s, with customers paying about 2% more on average. The slight increase in electricity costs forecast for this summer stems from higher retail electricity prices but similar consumption levels as last summer.
 

 

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UAE’s nuclear power plant connects to the national grid in a major regional milestone

UAE Barakah Nuclear Plant connects Unit 1 to the grid, supplying clean electricity, nuclear baseload power, and lower carbon emissions, with IAEA oversight, FANR regulation, and South Korea collaboration, supporting energy security and economic diversification.

 

Key Points

The UAE Barakah Nuclear Plant is a four-reactor project delivering clean baseload power and reducing CO2.

✅ Unit 1 online; four reactors to supply 25% of UAE electricity

✅ Cuts 21 million tons CO2 annually; clean baseload for grid

✅ FANR-licensed; IAEA and WANO oversight ensure safety

 

Unit 1 of the UAE’s Barakah plant — the Arab world’s first nuclear energy plant in the region — has connected to the national power grid, in a historic moment enabling it to provide cleaner electricity to millions of residents and help reduce the oil-rich country’s reliance on fossil fuels. 

“This is a major milestone, we’ve been planning for this for the last 12 years now,” Mohamed Al Hammadi, CEO of Emirates Nuclear Energy Corporation (ENEC), told CNBC’s Dan Murphy in an exclusive interview ahead of the news.

Unit 1, which has reached 100% power as it steps closer to commercial operations, is the first of what will eventually be four reactors, which when fully operational are expected to provide 25% of the UAE’s electricity and reduce its carbon emissions by 21 million tons a year, according to ENEC. That’s roughly equivalent to the carbon emissions of 3.2 million cars annually.

The Gulf country of nearly 10 million is the newest member of a group of now 31 countries running nuclear power operations. It’s also the first new country to launch a nuclear power plant in three decades, the last being China’s nuclear energy program in 1990.

“The UAE has been growing from an electricity demand standpoint,”  Al Hammadi said. “That’s why we are trying to meet the demand (and) at the same time have it with less carbon emissions.”

The UAE’s electricity mix will continue to include gas and renewable energy, with “the baseload from nuclear,” including emerging next-gen nuclear designs, the CEO added, which he described as a “safe, clean and reliable source of electricity” for the country.

The project is also providing “highly compensated jobs” for the Emiratis and will introduce new industries for the country’s economy, Al Hammadi said. The company noted that it has awarded roughly 2,000 contracts worth more than $4.8 billion for local companies.

International collaboration
The UAE’s nuclear watchdog FANR, the Federal Authority for Nuclear Regulation, granted the operating license for Unit 1 in February, after an extensive inspection process to ensure the plant’s compliance with regulatory requirements. The license is expected to last 60 years. The program also involved collaboration with external bodies including the U.N.’s International Atomic Energy Agency (IAEA) and the government of South Korea, and its pre-start-up review was completed in January by the World Association of Nuclear Operators (WANO). The WANO and the IAEA have conducted over 40 inspection and review missions at Barakah.   

But the project has its critics, particularly some experts from the independent Nuclear Consulting Group non-profit, who have expressed concern about Barakah’s safety features and potential environmental risks.  

In response, ENEC said the “adherence to the highest standards of safety, quality and security is deeply embedded within the fabric of the UAE Peaceful Nuclear Energy Program.”

“The Barakah Plant meets all national and international regulatory requirements and standards for nuclear safety,” a  company statement said. It added that the reactor design had been certified by the Korea Institute of Nuclear Safety, FANR and the US-based Nuclear Regulatory Commission, “demonstrating the robustness of this design for safety and operating reliability.”

Worries of regional proliferation 
The achievement for the UAE is particularly significant given tensions in the wider region over nuclear proliferation. 

Some observers have warned of a regional arms race, though the UAE already partakes in what nuclear energy experts call the “gold standard” of civilian nuclear partnerships: The U.S.-UAE 123 Agreement for Peaceful Civilian Nuclear Energy Cooperation. It allows the UAE to receive nuclear materials, equipment and know-how from the U.S. while precluding it from developing dual-use technology by barring uranium enrichment and fuel reprocessing, the processes required for building a bomb.

By contrast, nearby Iran has suspended its compliance to the multilateral 2015 deal that regulated its nuclear power development and many fear its approach toward bomb-making capability. Meanwhile, Saudi Arabia has voiced its desire to develop a nuclear energy program without adhering to a 123 agreement.

And most recently, in the wake of a historic deal that has seen the UAE become the first Gulf country to normalize relations with Israel, Iran responded by warning the agreement would bring a “dangerous future” for the Emirati government. 

But ENEC and UAE officials emphasize the program’s commitment to safety, transparency and international cooperation, and its necessity for meeting growing electricity demand by cleaner means. 

“The nuclear industry is growing, with milestones around the world being reached, and the UAE is no exception. We are pursuing our electricity demand to meet that in a safe, secure and stable manner, and also doing it in an environmentally friendly way,” Al Hammadi said.

“Having four reactors that will provide 25% of electricity for the nation and will avoid us emitting 21 million tons of CO2 on an annual basis, as part of a broader green industrial revolution approach, is a very serious step to take — and the UAE is not talking about it, it is doing it, and we are reaping the benefits of it as we speak right now.”

 

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Tackling climate change with machine learning: Covid-19 and the energy transition

Covid-19 Energy Transition and Machine Learning reshape climate change policy, electricity planning, and grid operations, from demand forecasting and decarbonization strategies in Europe to scalable electrification modeling and renewable integration across Africa.

 

Key Points

How the pandemic reshapes energy policy and how ML improves planning, demand forecasts, and grid reliability in Africa.

✅ Pandemic-driven demand shifts strain grid operations and markets

✅ Policy momentum risks rollback; favor future-oriented decarbonization

✅ ML boosts demand prediction, electrification, and grid reliability in Africa

 

The impact of Covid-19 on the energy system was discussed in an online climate change workshop that also considered how machine learning can help electricity planning in Africa.

This year’s International Conference on Learning Representations event included a workshop held by the Climate Change AI group of academics and artificial intelligence industry representatives, which considered how machine learning can help tackle climate change and highlighted advances by European electricity prediction specialists working in this field.

Bjarne Steffen, senior researcher at the energy politics group at ETH Zürich, shared his insights at the workshop on how Covid-19 and the accompanying economic crisis are affecting recently introduced ‘green’ policies. “The crisis hit at a time when energy policies were experiencing increasing momentum towards climate action, especially in Europe, and in proposals to invest in smarter electricity infrastructure for long-term resilience,” said Steffen, who added the coronavirus pandemic has cast into doubt the implementation of such progressive policies.

The academic said there was a risk of overreacting to the public health crisis, as far as progress towards climate change goals was concerned.

 

Lobbying

“Many interest groups from carbon-intensive industries are pushing to remove the emissions trading system and other green policies,” said Steffen. “In cases where those policies are having a serious impact on carbon-emitting industries, governments should offer temporary waivers during this temporary crisis, instead of overhauling the regulatory structure.”

However, the ETH Zürich researcher said any temptation to impose environmental conditions to bail-outs for carbon-intensive industries should be resisted. “While it is tempting to push a green agenda in the relief packages, tying short-term environmental conditions to bail-outs is impractical, given the uncertainty in how long this crisis will last,” he said. “It is better to include provisions that will give more control over future decisions to decarbonize industries, such as the government taking equity shares in companies.”

Steffen shared with pv magazine readers an article published in Joule which can be accessed here, and which articulates his arguments about how Covid-19 could affect the energy transition.

 

Covid-19 in the U.K.

The electricity system in the U.K. is also being affected by Covid-19, even as the U.S. electric grid grapples with climate risks, according to Jack Kelly, founder of London-based, not-for-profit, greenhouse gas emission reduction research laboratory Open Climate Fix.

“The crisis has reduced overall electricity use in the U.K.,” said Kelly. “Residential use has increased but this has not offset reductions in commercial and industrial loads.”

Steve Wallace, a power system manager at British electricity system operator National Grid ESO recently told U.K. broadcaster the BBC electricity demand has fallen 15-20% across the U.K. The National Grid ESO blog has stated the fall-off makes managing grid functions such as voltage regulation more challenging.

Open Climate Fix’s Kelly noted even events such as a nationally-coordinated round of applause for key workers was followed by a dramatic surge in demand, stating: “On April 16, the National Grid saw a nearly 1 GW spike in electricity demand over 10 minutes after everyone finished clapping for healthcare workers and went about the rest of their evenings.”

Climate Change AI workshop panelists also discussed the impact machine learning could have on improving electricity planning in Africa. The Electricity Growth and Use in Developing Economies (e-Guide) initiative funded by fossil fuel philanthropic organization the Rockefeller Foundation aims to use data to improve the planning and operation of electricity systems in developing countries.

E-Guide members Nathan Williams, an assistant professor at the Rochester Institute of Technology (RIT) in New York state, and Simone Fobi, a PhD student at Columbia University in NYC, spoke about their work at the Climate Change AI workshop, which closed on Thursday. Williams emphasized the importance of demand prediction, saying: “Uncertainty around current and future electricity consumption leads to inefficient planning. The weak link for energy planning tools is the poor quality of demand data.”

Fobi said: “We are trying to use machine learning to make use of lower-quality data and still be able to make strong predictions.”

The market maturity of individual solar home systems and PV mini-grids in Africa mean more complex electrification plan modeling is required, similar to integrating AI data centers into Canada's grids at scale.

 

Modeling

“When we are doing [electricity] access planning, we are trying to figure out where the demand will be and how much demand will exist so we can propose the right technology,” added Fobi. “This makes demand estimation crucial to efficient planning.”

Unlike many traditional modeling approaches, machine learning is scalable and transferable. Rochester’s Williams has been using data from nations such as Kenya, which are more advanced in their electrification efforts, to train machine learning models to make predictions to guide electrification efforts in countries which are not as far down the track.

Williams also discussed work being undertaken by e-Guide members at the Colorado School of Mines, which uses nighttime satellite imagery and machine learning to assess the reliability of grid infrastructure in India, where new algorithms to prevent ransomware-induced blackouts are also advancing.

 

Rural power

Another e-Guide project, led by Jay Taneja at the University of Massachusetts, Amherst – and co-funded by the Energy and Economic Growth program on development spending based at Berkeley – uses satellite imagery to identify productive uses of electricity in rural areas by detecting pollution signals from diesel irrigation pumps.

Though good quality data is often not readily available for Africa, Williams added, it does exist.

“We have spent years developing trusting relationships with utilities,” said the RIT academic. “Once our partners realize the value proposition we can offer, they are enthusiastic about sharing their data … We can’t do machine learning without high-quality data and this requires that organizations can effectively collect, organize, store and work with data. Data can transform the electricity sector, as shown by Canadian projects to use AI for energy savings, but capacity building is crucial.”

 

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