NY regulators consider utilities' rate request

By Associated Press


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New York State regulators are considering a rate hike requested by two upstate utilities four months after their parent company, Energy East, agreed not to seek a rate increase for a year except in a financial crisis.

The state Public Service Commission held a procedural conference on the requests from New York State Gas & Electric and Rochester Gas & Electric. That's the first step in a review process that usually takes about 11 months.

"The staff is conducting a full and thorough review," Public Service spokeswoman Anne Dalton said.

For residential customers, the increases would add about $17 to the average monthly RG&E bill and $21 to the average NYSEG bill.

When its $4.6 billion acquisition by the Spanish energy company Iberdrola was approved in September, Energy East, based in Portland, Maine, agreed not to request a rate hike unless safety and reliability were at risk without one.

Matt Maguire, a spokesman for NYSEG and RG&E, said the merger order specifically allows the utilities to file for a rate increase before the one-year "target period" ends if they can show their financial performance otherwise would fall to levels that jeopardized their ability to provide safe and reliable service.

The PSC also required Iberdrola to put aside $275 million to buffer future rate increases; sell the fossil-fuel power plants Energy East owns in New York to conform with a state policy that power companies shouldn't own both transmission lines and generating plants; and commit to spend $200 million on wind energy development in New York.

In their rate request filed at the end of January, RG&E and NYSEG forecast a significant shortfall in cash needed for required infrastructure investment.

They blamed that shortfall on a long list of factors, including the national recession and credit crunch as well as an increase in uncollectible bills, reduced sales, high property taxes, and rising costs of pensions and health care.

The utilities asked the PSC to approve the increased rates by July 1.

Sen. Charles Schumer issued a statement in response to the rate hike request, saying the PSC should reject it quickly.

"The credit crisis has put everyone, especially ratepayers, under financial strain and now is not the time to stick New Yorkers with spiking utility bills," Schumer said.

NYSEG and RG&E said their electricity delivery rates haven't increased since 1996 and natural gas delivery rates have been essentially flat since 1994.

NYSEG serves 872,000 customers across more than 40 percent of upstate New York and RG&E serves 360,000 in a nine-county region surrounding Rochester.

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Ontario hydro rates set to increase Nov. 1, Ontario Energy Board says

Ontario Electricity Rebate clarifies hydro rates as OEB aligns bills with inflation, shows true cost per kilowatt hour, and replaces Fair Hydro Plan; transparent on-bill credit offsets increases tied to nuclear refurbishment and supply costs.

 

Key Points

A line-item credit on Ontario hydro bills that offsets higher electricity costs and reflects OEB-set rates.

✅ Starts Nov. 1 with rates in line with inflation

✅ Shows true per-kWh cost plus separate rebate line

✅ Driven by nuclear refurbishment and supply costs

 

The Ontario Energy Board says electricity rate changes for households and small businesses will be going up starting next week.

The agency says rates are scheduled to increased by about $1.99 or nearly 2% for a typical residential customer who uses 700 kilowatt hours per month.

The provincial government said in March it would continue to subsidize hydro rates, through legislation to lower rates, and hold any increases to the rate of inflation.

The OEB says the new rates, which the board says are “in line” with inflation, will take effect Nov. 1 as changes for electricity consumers roll out and could be noticed on bills within a few weeks of that date.

Prices are increasing partly due to government legislation aimed at reflecting the actual cost of supply on bills, and partly due to the refurbishment of nuclear facilities, contributing to higher hydro bills for some consumers.

So, effective November 1, Ontario electricity bills will show the true cost of power, after a period of a fixed COVID-19 hydro rate, and will include the new Ontario Electricity Rebate.

Previously the electricity rebate was concealed within the price-per-kilowatt-hour line item on electricity statements, prompting Hydro One bill redesign discussions to improve clarity. This meant customers could not see how much the government rebate was reducing their monthly costs, and bills did not display the true cost of electricity used.

"People deserve facts and accountability, especially when it comes to hydro costs," said Energy Minister Rickford.

The new Ontario Electricity Rebate will appear as a transparent on-bill line item and will replace the former government's Fair Hydro Plan says a government news release. This change comes in response to the Auditor General's special report on the former government's Fair Hydro Plan which revealed that "the government created a needlessly complex accounting/financing structure for the electricity rate reduction in order to avoid showing a deficit or an increase in net debt."

"The Electricity Distributors Association commends the government's commitment to making Ontario's electricity bills more transparent," said Teresa Sarkesian, President of the Electricity Distributors Association. "As the part of our electricity system that is closest to customers, local hydro utilities appreciated the opportunity to work with the government on implementing this important initiative. We worked to ensure that customers who receive their electricity bill will have a clear understanding of the true cost of power and the amount of their on-bill rebate. Local hydro utilities are focused on making electricity more affordable, reducing red tape, and providing customers with a modern and reliable electricity system that works for them."

The average customer will see the electricity line on their bill rise, showing the real cost per kilowatt hour. The new Ontario Electricity Rebate will compensate for that rise, and will be displayed as a separate line item on hydro bills. The average residential bill will rise in line with the rate of inflation.

 

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Attacks on power substations are growing. Why is the electric grid so hard to protect?

Power Grid Attacks surge across substations and transmission lines, straining critical infrastructure as DHS and FBI cite vandalism, domestic extremists, and cybersecurity risks impacting resilience, outages, and grid reliability nationwide.

 

Key Points

Power Grid Attacks are deliberate strikes on substations and lines to disrupt power and weaken grid reliability.

✅ Physical attacks rose across multiple states and utilities.

✅ DHS and FBI warn of threats to critical infrastructure.

✅ Substation security and grid resilience upgrades urged.

 

Even before Christmas Day attacks on power substations in five states in the Pacific Northwest and Southeast, similar incidents of attacks, vandalism and suspicious activity were on the rise.

Federal energy reports through August – the most recent available – show an increase in physical attacks at electrical facilities across the nation this year, continuing a trend seen since 2017.

At least 108 human-related events were reported during the first eight months of 2022, compared with 99 in all of 2021 and 97 in 2020. More than a dozen cases of vandalism have been reported since September.

The attacks have prompted a flurry of calls to better protect the nation's power grid, with a renewed focus on protecting the U.S. power grid across sectors, but experts have warned for more than three decades that stepped-up protection was needed.

Attacks on power stations on the rise 
Twice this year, the Department of Homeland Security warned "a heightened threat environment" remains for the nation, including its critical infrastructure amid reports of suspected Russian breaches of power plant systems. 

At least 20 actual physical attacks were reported, compared with six in all of 2021. 
Suspicious-activity reports jumped three years ago, nearly doubling in 2020 to 32 events. In the first eight months of this year, 34 suspicious incidents were reported.
Total human-related incidents – including vandalism, suspicious activity and cyber events such as Russian hackers and U.S. utilities in recent years – are on track to be the highest since the reports started showing such activity in 2011.


Attacks reported in at least 5 states
Since September, attacks or potential attacks have been reported on at least 18 additional substations and one power plant in Florida, Oregon, Washington and the Carolinas. Several involved firearms.

  • In Florida: Six "intrusion events" occurred at Duke Energy substations in September, resulting in at least one brief power outage, according to the News Nation television network, which cited a report the utility sent to the Energy Department. Duke Energy spokesperson Ana Gibbs confirmed a related arrest, but the company declined to comment further.
  • In Oregon and Washington state: Substations were attacked at least six times in November and December, with firearms used in some cases, local news outlets reported. On Christmas Day, four additional substations were vandalized in Washington State, cutting power to more than 14,000 customers.
  • In North Carolina: A substation in Maysville was vandalized on Nov. 11. On Dec. 3, shootings that authorities called a "targeted attack" damaged two power substations in Moore County, leaving tens of thousands without power amid freezing temperatures.
  • In South Carolina: Days later, gunfire was reported near a hydropower plant, but police said the shooting was a "random act."

It's not yet clear whether any of the attacks were coordinated. After the North Carolina attacks, a coordinating council between the electric power industry and the federal government ordered a security evaluation.


FBI mum on its investigations
The FBI is looking into some of the attacks, including cyber intrusions where hackers accessed control rooms in past cases, but it hasn't said how many it's investigating or where. 

Shelley Lynch, a spokesperson for the FBI's Charlotte field office, confirmed the bureau was investigating the North Carolina attack. The Kershaw County Sheriff's Office reported the FBI was looking into the South Carolina incident.

Utilities in Oregon and Washington told news outlets they were cooperating with the FBI, but spokespeople for the agency's Seattle and Portland field offices said they couldn't confirm or deny an investigation.

Could domestic extremists be involved?
In January, the Department of Homeland Security said domestic extremists had been developing "credible, specific plans" since at least 2020, including a Neo-Nazi plot against power stations detailed in a federal complaint, and would continue to "encourage physical attacks against electrical infrastructure."

In February, three men who ascribed to white supremacy and Neo-Nazism pleaded guilty to federal crimes related to a scheme to attack the grid with rifles.

In a news release, Timothy Langan, assistant director of the FBI’s Counterterrorism Division, said the defendants "wanted to attack regional power substations and expected the damage would lead to economic distress and civil unrest."

 

Why is the power grid so hard to protect?
Industry experts, federal officials and others have warned in one report after another since at least 1990 that the power grid was at risk, and a recent grid vulnerability report card highlights dangerous weak points, said Granger Morgan, an engineering professor at Carnegie Mellon University who chaired three National Academies of Sciences reports.

The reports urged state and federal agencies to collaborate to make the system more resilient to attacks and natural disasters such as hurricanes and storms. 

"The system is inherently vulnerable, with the U.S. grid experiencing more blackouts than other developed nations in one study. It's spread all across the countryside," which makes the lines and substations easy targets, Morgan said. The grid includes more than 7,300 power plants, 160,000 miles of high-voltage power lines and 55,000 transmission substations.

One challenge is that there's no single entity whose responsibilities span the entire system, Morgan said. And the risks are only increasing as the grid expands to include renewable energy sources such as solar and wind, he said. 

 

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Maritime Link almost a reality, as first power cable reaches Nova Scotia

Maritime Link Subsea Cable enables HVDC grid interconnection across the Cabot Strait, linking Nova Scotia with Newfoundland and Labrador to import Muskrat Falls hydroelectric power and expand renewable energy integration and reliability.

 

Key Points

A 170-km HVDC subsea link connecting Nova Scotia and Newfoundland and Labrador for Muskrat Falls power and renewables

✅ 170-km HVDC subsea route across Cabot Strait

✅ Connects Nova Scotia and Newfoundland and Labrador grids

✅ Enables Muskrat Falls hydro and renewable energy trade

 

The longest sub-sea electricity cable in North America now connects Nova Scotia and Newfoundland and Labrador, according to the company behind the $1.7-billion Maritime Link project.  

The first of the project's two high-voltage power transmission cables was anchored at Point Aconi, N.S., on Sunday. 

The 170-kilometre long cable across the Cabot Strait will connect the power grids in the two provinces. The link will allow power to flow between the two provinces, as demonstrated by its first electricity transfer milestone, and bring to Nova Scotia electricity generated by the massive Muskrat Falls hydroelectric project in Labrador. 

Ultimately, the Maritime Link will help Nova Scotia reach the renewable energy goals set out by the federal government, said Rick Janega, the president and CEO of Emera Newfoundland and Labrador, whose subsidiary owns the Maritime Link.

"If not for the Maritime Link then really the province would not have the ability to meet those requirements because we're pretty much tapped out of all the hydro in province and all the wind generation without creating new interconnections like the Maritime Link," said Janega. 

Not everyone wanted the link 

Fishermen in Cape Breton had objected to the Maritime Link. They were concerned about how the undersea cable might affect fish in the area. 

The laying of the cable and other construction closed a three-kilometre long and 600-metre wide swath of ocean bottom to fishermen for the entire 2017 lobster season.  

But the company came to an agreement to compensate a group of 60 Cape Breton lobster and crab fishermen affected by the project this season. The terms of the compensation deal were not released. 

 

Long cable, big job

The transmission cable runs northwest of the Marine Atlantic ferry route between North Sydney, N.S., and Port aux Basques, N.L. 

Installation of the second cable is set to begin in June, a major step comparable to BC Hydro's Site C transmission milestone achieved recently. The entire link should be completed by late 2017 and should go into full service by January 2018.

"We're quite confident as soon as the Maritime Link is in service there will be energy transactions between Nova Scotia Power and Newfoundland Hydro. Both utilities have already identified opportunities to save money and exchange energy between the two provinces," said Janega.

That's two years before power is expected to flow from the Muskrat Falls hydro project. The Labrador-based power generating facility has been hampered by delays.

Those kinds of transmission project delays are expected for such a large project, said Janega, and won't stop the Maritime Link from being used. 

"With the Maritime Link going in service this year providing Nova Scotia the opportunity that it needs to be able to reach carbon reductions and to adapt to climate change and to increase renewable energy content and we're very pleased to be at this state today," said Janega.

 

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Europe’s Big Oil Companies Are Turning Electric

European Oil Majors Energy Transition highlights BP, Shell, and Total rapidly scaling renewables, wind and solar assets, hydrogen, electricity, and EV charging while cutting upstream capex, aligning with net-zero goals and utility-style energy services.

 

Key Points

It is the shift by BP, Shell, Total and peers toward renewables, electricity, hydrogen, and EV charging to meet net-zero goals.

✅ Offshore wind, solar, and hydrogen projects scale across Europe

✅ Capex shifts, fossil output declines, net-zero targets by 2050

✅ EV charging, utilities, and power trading become core services

 

Under pressure from governments and investors, including rising investor pressure at utilities that reverberates across the sector, industry leaders like BP and Shell are accelerating their production of cleaner energy.

This may turn out to be the year that oil giants, especially in Europe, started looking more like electric companies.

Late last month, Royal Dutch Shell won a deal to build a vast wind farm off the coast of the Netherlands. Earlier in the year, France’s Total, which owns a battery maker, agreed to make several large investments in solar power in Spain and a wind farm off Scotland. Total also bought an electric and natural gas utility in Spain and is joining Shell and BP in expanding its electric vehicle charging business.

At the same time, the companies are ditching plans to drill more wells as they chop back capital budgets. Shell recently said it would delay new fields in the Gulf of Mexico and in the North Sea, while BP has promised not to hunt for oil in any new countries.

Prodded by governments and investors to address climate change concerns about their products, Europe’s oil companies are accelerating their production of cleaner energy — usually electricity, sometimes hydrogen — and promoting natural gas, which they argue can be a cleaner transition fuel from coal and oil to renewables, as carbon emissions drop in power generation.

For some executives, the sudden plunge in demand for oil caused by the pandemic — and the accompanying collapse in earnings — is another warning that unless they change the composition of their businesses, they risk being dinosaurs headed for extinction.

This evolving vision is more striking because it is shared by many longtime veterans of the oil business.

“During the last six years, we had extreme volatility in the oil commodities,” said Claudio Descalzi, 65, the chief executive of Eni, who has been with that Italian company for nearly 40 years. He said he wanted to build a business increasingly based on green energy rather than oil.

“We want to stay away from the volatility and the uncertainty,” he added.

Bernard Looney, a 29-year BP veteran who became chief executive in February, recently told journalists, “What the world wants from energy is changing, and so we need to change, quite frankly, what we offer the world.”

The bet is that electricity will be the prime means of delivering cleaner energy in the future and, therefore, will grow rapidly as clean-energy investment incentives scale globally.

American giants like Exxon Mobil and Chevron have been slower than their European counterparts to commit to climate-related goals that are as far reaching, analysts say, partly because they face less government and investor pressure (although Wall Street investors are increasingly vocal of late).

“We are seeing a much bigger differentiation in corporate strategy” separating American and European oil companies “than at any point in my career,” said Jason Gammel, a veteran oil analyst at Jefferies, an investment bank.

Companies like Shell and BP are trying to position themselves for an era when they will rely much less on extracting natural resources from the earth than on providing energy as a service tailored to the needs of customers — more akin to electric utilities than to oil drillers.

They hope to take advantage of the thousands of engineers on their payrolls to manage the construction of new types of energy plants; their vast networks of retail stations to provide services like charging electric vehicles; and their trading desks, which typically buy and hedge a wide variety of energy futures, to arrange low-carbon energy supplies for cities or large companies.

All of Europe’s large oil companies have now set targets to reduce the carbon emissions that contribute to climate change. Most have set a ”net zero” ambition by 2050, a goal also embraced by governments like the European Union and Britain.

The companies plan to get there by selling more and more renewable energy and by investing in carbon-free electricity across their portfolios, and, in some cases, by offsetting emissions with so-called nature-based solutions like planting forests to soak up carbon.

Electricity is the key to most of these strategies. Hydrogen, a clean-burning gas that can store energy and generate electric power for vehicles, also plays an increasingly large role.

The coming changes are clearest at BP. Mr. Looney said this month that he planned to increase investment in low-emission businesses like renewable energy by tenfold in the next decade to $5 billion a year, while cutting back oil and gas production by 40 percent. By 2030, BP aims to generate renewable electricity comparable to a few dozen large offshore wind farms.

Mr. Looney, though, has said oil and gas production need to be retained to generate cash to finance the company’s future.

Environmentalists and analysts described Mr. Looney’s statement that BP’s oil and gas production would decline in the future as a breakthrough that would put pressure on other companies to follow.

BP’s move “clearly differentiates them from peers,” said Andrew Grant, an analyst at Carbon Tracker, a London nonprofit. He noted that most other oil companies had so far been unwilling to confront “the prospect of producing less fossil fuels.”

While there is skepticism in both the environmental and the investment communities about whether century-old companies like BP and Shell can learn new tricks, they do bring scale and know-how to the task.

“To make a switch from a global economy that depends on fossil fuels for 80 percent of its energy to something else is a very, very big job,” said Daniel Yergin, the energy historian who has a forthcoming book, “The New Map,” on the global energy transition now occurring in energy. But he noted, “These companies are really good at big, complex engineering management that will be required for a transition of that scale.”

Financial analysts say the dreadnoughts are already changing course.

“They are doing it because management believes it is the right thing to do and also because shareholders are severely pressuring them,” said Michele Della Vigna, head of natural resources research at Goldman Sachs.

Already, he said, investments by the large oil companies in low-carbon energy have risen to as much as 15 percent of capital spending, on average, for 2020 and 2021 and around 50 percent if natural gas is included.

Oswald Clint, an analyst at Bernstein, forecast that the large oil companies would expand their renewable-energy businesses like wind, solar and hydrogen by around 25 percent or more each year over the next decade.

Shares in oil companies, once stock market stalwarts, have been marked down by investors in part because of the risk that climate change concerns will erode demand for their products. European electric companies are perceived as having done more than the oil industry to embrace the new energy era.

“It is very tricky for an investor to have confidence that they can pull this off,” Mr. Clint said, referring to the oil industry’s aspirations to change.

But, he said, he expects funds to flow back into oil stocks as the new businesses gather momentum.

At times, supplying electricity has been less profitable than drilling for oil and gas. Executives, though, figure that wind farms and solar parks are likely to produce more predictable revenue, partly because customers want to buy products labeled green.

Mr. Descalzi of Eni said converted refineries in Venice and Sicily that the company uses to make lower-carbon fuel from plant matter have produced better financial results in this difficult year than its traditional businesses.

Oil companies insist that they must continue with some oil and gas investments, not least because those earnings can finance future energy sources. “Not to make any mistake,” Patrick Pouyanné, chief executive of Total, said to analysts recently: Low-cost oil projects will be a part of the future.

During the pandemic, BP, Total and Shell have all scrutinized their portfolios, partly to determine if climate change pressures and lingering effects from the pandemic mean that petroleum reserves on their books — developed for perhaps billions of dollars, when oil was at the center of their business — might never be produced or earn less than previously expected. These exercises have led to tens of billions of dollars of write-offs for the second quarter, and there are likely to be more as companies recalibrate their plans.

“We haven’t seen the last of these,” said Luke Parker, vice president for corporate analysis at Wood Mackenzie, a market research firm. “There will be more to come as the realities of the energy transition bite.”

 

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Freezing Rain Causes Widespread Power Outages in Quebec

Quebec Ice Storm 2025 disrupted power across Laurentians and Lanaudiere as freezing rain downed lines; Hydro-QuE9bec crews accelerated grid restoration, emergency response, and infrastructure resilience amid ongoing outages and severe weather alerts.

 

Key Points

Quebec Ice Storm 2025 brought freezing rain, outages, and grid damage, hitting Laurentians and Lanaudiere hardest.

✅ Peak: 62,000 Hydro-QuE9bec customers without electricity

✅ Most outages in Laurentians and Lanaudiere regions

✅ Crews repairing lines; restoration updates ongoing

 

A significant weather event struck Quebec in late March 2025, as a powerful ice storm caused widespread power outages across the province. The storm led to extensive power outages, affecting tens of thousands of residents, particularly in the Lanaudière and Laurentians regions. ​

Impact on Power Infrastructure

The freezing rain accumulated on power lines and vegetation, leading to numerous power outages across the network. Hydro-Québec reported that at its peak, over 62,000 customers were without electricity, with the majority of outages concentrated in the Laurentians and Lanaudière regions. By the afternoon, the number decreased to approximately 30,000, and further to just under 18,500 by late afternoon. 

Comparison with Previous Storms

While the March 2025 ice storm caused significant disruptions, it was less severe compared to the catastrophic ice storm of April 2023, which left 1.1 million Hydro-Québec customers without power. Nonetheless, the 2025 storm's impact was considerable, leading to the closure of municipal facilities and posing challenges for local economies, a pattern echoed when Toronto outages persisted for hundreds after a spring storm.

Ongoing Challenges

As of April 1, 2025, some areas continued to experience power outages, and incidents such as a manhole fire left thousands without service in separate cases. Hydro-Québec and municipal authorities worked diligently to restore services and address the aftermath of the storm, while Hydro One crews restored power to more than 277,000 customers after damaging storms in Ontario. Residents were advised to stay updated through official channels for restoration timelines and safety information.

Future Preparedness

The recurrence of such severe weather events highlights the importance of robust infrastructure and emergency preparedness, as seen in BC Hydro's storm response to an 'atypical' event that demanded extensive coordination. Both utility companies and residents must remain vigilant, especially during seasons prone to unpredictable weather patterns, with local utilities like Sudbury Hydro crews working to reconnect service after regional storms.

 

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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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