Finding new power for old tractors

By Associated Press


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At Blue Fox Farm, the tractor is old but the fuel is new.

Like a small but growing number of organic farmers around the country, Chris Jagger has converted an old Allis-Chalmers Model G tractor built in the 1940s to run on electricity at his farm in southwest Oregon.

They like the small tractor's nimble ways around row crops. And with an electric motor instead of a gasoline engine bolted on the back, it runs cleanly, quietly and slowly with no belches of exhaust, few breakdowns and no direct consumption of fossil fuel.

Jagger still plugs into the grid back at the barn, but some farmers are setting up photovoltaic panels in the fields or on the tractors to draw power from the same source that grows their vegetables: the rays of the sun.

"As long as I'm alive, I am probably always going to be dependent on petroleum myself," said Jagger, who has a conventional tractor for heavier work at his farm outside Applegate. "But I think it's important to be always making a step in the direction of looking for alternatives."

The founding father of the idea, organic farmer Ron Khosla in New Paltz, N.Y., is embarrassed to admit that when he built his first one in the winter of 2001-2002, he was not interested in saving the Earth so much as finding a less smelly and more reliable alternative to his Model G's balky gasoline engine.

"There was no idealism in my conversion," he wrote in an e-mail to The Associated Press. "I thought electric motors would be no maintenance."

He said the torque curves are flatter than with gas or diesel engines, and it was easy to double the power. Plus, the machines can be driven extremely slowly.

"We have two of them now, and they're terrific," he added. "Absolutely no trouble with the motors. I have had connections to the batteries loosen up and cause sparking, but that's just because I'm an idiot, and you tighten a bolt and you're back in business."

Khosla has no idea how many electric Gs are out there, because he quit counting after he got to 100. A number of farmers are doing it themselves after reading the directions he posted on the Web with a sustainable farming grant. They can buy conversion kits on the Web from various producers.

Between the tractor and the conversion, Khosla figures a farmer can put one together for about $3,000, though the growing demand for Model Gs is driving up the price.

"The first 100, I was so excited," Khosla said. "Every single person, I remembered their names. I would get every once in a while a little newspaper clipping or e-mail that they were in some parade. It's really amazing."

Jagger stumbled on those directions doing a Google search.

"I was really thinking about doing this, but didn't want to reinvent the wheel, and there it was," Jagger said.

He tracked down a Model G with a blown engine in Corvallis, a city about 200 miles north of his Blue Fox Farm where Jim Corliss was converting them to run on bio-diesel.

"When I bought this thing, it was completely rusted out," Jagger said. "I repacked the bearings, fixed all the joints. The guy said, 'There's no engine on it.' And I said, 'Yeah, that's exactly what I want, because I'm going to be doing this electric conversion to it.'"

Corliss was inspired to start doing electric conversions, too, and has done seven, compared to 155 diesels.

Nearby, Oregon State University has one on its vegetable research farm.

On the other side of the country in Waterford, Maine, retired engineer John Howe has converted a Ford Model 8N tractor and equipped it with a photo voltaic panel that doubles as a sun shade.

"Here is the rub," he said. "It takes about 80 pounds of lead-acid battery to equal one pound of gasoline, to carry the same amount of energy.

"My Ford tractors have 1,200 pounds of lead acid batteries," which is fine, he said, because tractors often need extra weight for traction on soft ground. But, "You can only do serious work for about two hours with the energy you have on board."

That's no problem for the Model G, which is not powerful enough for plowing but well suited for light jobs such as seeding, weeding and cultivating.

Khosla has one Model G with six 8-volt batteries and one with four 12-volt batteries. He finds he can work off-and-on all morning, give it a booster charge over lunch and be back in business.

With old Model Gs becoming harder to find, Khosla has been working on something completely different, designed from the ground up around an electric motor. He wants it to do everything the Model G will do, and be simple enough that a farmer in the developing world can weld a frame together, then mount an electric motor onto it. He has built three prototypes and figures it will be ready to go after two more.

"If you are working with electric motors, it like totally frees your mind," he said. "The new tractors I'm building look really different.

"People are like, 'Yes! Sign me up! That's great, because I can't find a G anywhere,'" he said. "We're mostly there."

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Schneider Electric Aids in Notre Dame Restoration

Schneider Electric Notre Dame Restoration delivers energy management, automation, and modern electrical infrastructure, boosting safety, sustainability, smart monitoring, efficient lighting, and power distribution to protect heritage while reducing consumption and future-proofing the cathedral.

 

Key Points

Schneider Electric upgrades Notre Dame's electrical systems to enhance safety, sustainability, automation, and efficiency.

✅ Energy management modernizes power distribution and lighting.

✅ Advanced safety and monitoring reduce fire risk.

✅ Sustainable automation lowers consumption while preserving heritage.

 

Schneider Electric, a global leader in energy management and automation, exemplified by an AI and technology partnership in Paris, has played a significant role in the restoration of the Notre Dame Cathedral in Paris following the devastating fire of April 2019. The company has contributed by providing its expertise in electrical systems, ensuring the cathedral’s systems are not only restored but also modernized with energy-efficient solutions. Schneider Electric’s technology has been crucial in rebuilding the cathedral's electrical infrastructure, focusing on safety, sustainability, and preserving the iconic monument for future generations.

The fire, which caused widespread damage to the cathedral’s roof and spire, raised concerns about both the physical restoration and the integrity of the building’s systems, including rising ransomware threats to power grids that affect critical infrastructure. As Notre Dame is one of the most visited and revered landmarks in the world, the restoration process required advanced technical solutions to meet the cathedral’s complex needs while maintaining its historical authenticity.

Schneider Electric's contribution to the project has been multifaceted. The company’s solutions helped restore the electrical systems in a way that reduces the energy consumption of the building, improving sustainability without compromising the historical essence of the structure. Schneider Electric worked closely with architects, engineers, and restoration experts to implement innovative energy management technologies, such as advanced power distribution, lighting systems, and monitoring solutions like synchrophasor technology for enhanced grid visibility.

In addition to energy-efficient solutions, Schneider Electric’s efforts in safety and automation have been vital. The company provided expertise in reinforcing the electrical safety systems, leveraging digital transformer stations to improve reliability, which is especially important in a building as old as Notre Dame. The fire highlighted the importance of modern safety systems, and Schneider Electric’s technology ensures that the restored cathedral will be better protected in the future, with advanced monitoring systems capable of detecting any anomalies or potential hazards.

Schneider Electric’s involvement also aligns with its broader commitment to sustainability and energy efficiency, echoing calls to invest in a smarter electricity infrastructure across regions. By modernizing Notre Dame’s electrical infrastructure, the company is helping the cathedral move toward a more sustainable future. Their work represents the fusion of cutting-edge technology and historic preservation, ensuring that the building remains an iconic symbol of French culture while adapting to the modern world.

The restoration of Notre Dame is a massive undertaking, with thousands of workers and experts from various fields involved in its revival. Schneider Electric’s contribution highlights the importance of collaboration between heritage conservationists and modern technology companies, and reflects developments in HVDC technology in Europe that are shaping modern grids. The integration of such advanced energy management solutions allows the cathedral to function efficiently while maintaining the integrity of its architectural design and historical significance.

As the restoration progresses, Schneider Electric’s efforts will continue to support the cathedral’s recovery, with the ultimate goal of reopening Notre Dame to the public, reflecting best practices in planning for growing electricity needs in major cities. Their role in this project not only contributes to the physical restoration of the building but also ensures that it remains a symbol of resilience, cultural heritage, and the importance of combining tradition with innovation.

Schneider Electric’s involvement in the restoration of Notre Dame Cathedral is a testament to how modern technology can be seamlessly integrated into historic preservation efforts. The company’s work in enhancing the cathedral’s electrical systems has been crucial in restoring and future-proofing the monument, ensuring that it will continue to be a beacon of French heritage for generations to come.

 

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London's Newest Electricity Tunnel Goes Live

London Electricity Tunnel strengthens grid modernization with high-voltage cabling from major substations, increasing redundancy, efficiency, and resilience while enabling renewable integration, optimized power distribution, and a stable, low-loss electricity supply across the capital.

 

Key Points

A high-voltage tunnel upgrading London's grid, with capacity, redundancy, and renewable integration for reliable power.

✅ High-voltage cabling from key substations boosts capacity

✅ Redundancy improves reliability during grid faults

✅ Enables renewable integration and lower transmission losses

 

London’s energy infrastructure has recently taken a significant leap forward with the commissioning of its newest electricity tunnel, and related upgrades like the 2GW substation that bolster transmission capacity, a project that promises to enhance the reliability and efficiency of the city's power distribution. This cutting-edge tunnel is a key component in London’s ongoing efforts to modernize its energy infrastructure, support its growing energy demands, and contribute to its long-term sustainability goals.

The newly activated tunnel is part of a broader initiative to upgrade London's aging power grid, which has faced increasing pressure from the city’s expanding population and its evolving energy needs, paralleling Toronto's electricity planning to accommodate growth. The tunnel is designed to carry high-voltage electricity from major substations to various parts of the city, improving the distribution network's capacity and reliability.

The construction of the tunnel was a major engineering feat, involving the excavation of a vast underground passage that stretches several kilometers beneath the city. The tunnel is equipped with advanced technology and materials to ensure its resilience and efficiency, and is informed by advances such as HVDC technology being explored across Europe for stronger grids. It features state-of-the-art cabling and insulation to handle high-voltage electricity safely and efficiently, minimizing energy losses and improving overall grid performance.

One of the key benefits of the new tunnel is its ability to enhance the reliability of London’s power supply. As the city continues to grow and demand for electricity increases, maintaining a stable and uninterrupted power supply is critical. The tunnel helps address this need by providing additional capacity and creating redundancy in the power distribution network, aligning with national efforts to fast-track grid connections that unlock capacity across the UK.

The tunnel also supports London’s sustainability goals by facilitating the integration of renewable energy sources into the grid. With the increasing use of solar, wind, and other clean energy technologies, including the Scotland-to-England subsea link that will carry renewable power, the power grid needs to be able to accommodate and distribute this energy effectively. The new tunnel is designed to handle the variable nature of renewable energy, allowing for a more flexible and adaptive grid that can better manage fluctuations in supply and demand.

In addition to its technical benefits, the tunnel represents a significant investment in London’s future energy infrastructure, echoing calls to invest in smarter electricity infrastructure across North America and beyond. The project has created jobs and stimulated economic activity during its construction phase, and it will continue to provide long-term benefits by supporting a more efficient and resilient power system. The upgrade is part of a broader strategy to modernize the city’s infrastructure and prepare it for future energy challenges.

The completion of the tunnel also reflects a commitment to addressing the challenges of urban infrastructure development. Building such a major piece of infrastructure in a densely populated city like London requires careful planning and coordination to minimize disruption and ensure safety. The project team worked closely with local communities and businesses to manage the construction process and mitigate any potential impacts.

As London moves forward, the new electricity tunnel will play a crucial role in supporting the city’s energy needs. It will help ensure that power is delivered efficiently and reliably to homes, businesses, and essential services. The tunnel also sets a precedent for future infrastructure projects, demonstrating how advanced engineering and technology can address the demands of modern urban environments.

The successful activation of the tunnel marks a significant milestone in London’s efforts to build a more sustainable and resilient energy system. It represents a forward-thinking approach to managing the city’s energy infrastructure and addressing the challenges posed by population growth, increasing energy demands, and the need for cleaner energy sources.

Looking ahead, London will continue to invest in and upgrade its energy infrastructure to support its ambitious climate goals and ensure a reliable power supply for its residents, a trend mirrored by Toronto's preparations for surging demand as that city continues to grow. The new electricity tunnel is just one example of the city’s commitment to innovation and sustainability in its approach to energy management.

In summary, London’s newest electricity tunnel is a major advancement in the city’s power distribution network. By enhancing reliability, supporting the integration of renewable energy, and investing in long-term infrastructure, the tunnel plays a critical role in addressing the city’s energy needs and sustainability goals. As London continues to evolve, such infrastructure projects will be essential in meeting the demands of a growing metropolis and creating a more resilient and efficient energy system for the future.

 

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New England takes key step to 1.2 GW of Quebec hydro as Maine approves transmission line

NECEC Clean Energy Connect advances with Maine DEP permits, Hydro-Québec contracts, and rigorous transmission line mitigation, including tapered vegetation, culvert upgrades, and forest conservation, delivering low-carbon power, broadband fiber, and projected ratepayer savings.

 

Key Points

A Maine transmission project delivering Hydro-Québec power with strict DEP mitigation, lower bills, and added broadband.

✅ DEP permits mandate tapered vegetation, culvert upgrades, land conservation

✅ Hydro-Québec to supply 9.55 TWh/yr via MA contracts; bill savings 2-4%

✅ Added broadband fiber in Somerset and Franklin; local tax benefits

 

The Maine DEP reviewed the Clean Energy Connect project for more than two years, while regional interest in cross-border transmission continued to grow, before issuing permits that included additional environmental mitigation elements.

"Collectively, the requirements of the permit require an unprecedented level of environmental protection and compensatory land conservation for the construction of a transmission line in the state of Maine," DEP said in a May 11 statement.

Requirements include limits on transmission corridor width, forest preservation, culvert replacement and vegetation management projects, while broader grid programs like vehicle-to-grid integration enhance clean energy utilization across the region.

"In our original proposal we worked hard to develop a project that provided robust mitigation measures to protect the environment," NECEC Transmission CEO Thorn Dickinson said in a statement. "And through this permitting process, we now have made an exceedingly good project even better for Maine."

NECEC will be built on land owned or controlled by Central Maine Power. The 53 miles of new corridor on working forest land will use a new clearing technique for tapered vegetation, while the remainder of the project follows existing power lines.

Environmentalists said they agreed with the decision, and the mitigation measures state regulators took, noting similar momentum behind new wind investments in other parts of Canada.

"Building new ways to deliver low-carbon energy to our region is a critical piece of tackling the climate crisis," CLF Senior Attorney Phelps Turner said in a statement. "DEP was absolutely right to impose significant environmental conditions on this project and ensure that it does not harm critical wildlife areas."

Once complete, Turner said the transmission line will allow the region "to retire dirty fossil fuel plants in the coming years, which is a win for our health and our climate."

The Massachusetts Department of Public Utilities in June 2019 advanced the project by approving contracts for the state's utilities to purchase 9,554,940 MWh annually from Hydro-Quebec. Officials said the project is expected to provide approximately 2% to 4% savings on monthly energy bills.

Total net benefits to Massachusetts ratepayers over the 20-year contract, including both direct and indirect benefits, are expected to be approximately $4 billion, according to the state's estimates.

NECEC "will also deliver significant economic benefits to Maine and the region, including lower electricity prices, increased local real estate taxes and reduced energy costs with examples like battery-backed community microgrids demonstrating local resilience, expanded fiber optic cable for broadband service in Somerset and Franklin counties and funding of economic development for Western Maine," project developers said in a statement.​

 

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UN: Renewable Energy Ambition in NDCs must Double by 2030

NDC Renewable Energy Ambition drives COP25 calls to align with the Paris Agreement, as IRENA urges 2030 targets toward 7.7 TW, accelerating decarbonization, energy transition, socio-economic benefits, and scalable renewables in Nationally Determined Contributions.

 

Key Points

Raised 2030 renewable targets in NDCs to meet Paris goals, reaching 7.7 TW efficiently and speeding decarbonization.

✅ Double current NDC renewables to align with 7.7 TW by 2030

✅ Cost effective pathway with jobs, growth, welfare gains

✅ Accelerates decarbonization and energy access per UN goals

 

We need an oracle to get us out of this debacle. The UN climate group has met for the 25th time. Will anything ever change?

Countries are being urged to significantly raise renewable energy ambition and adopt targets to transform the global energy system in the next round of Nationally Determined Contributions (NDCs), according to a new IRENA report by the International Renewable Energy Agency (IRENA) that will be released at the UN Climate Change Conference (COP25) in Madrid.

The report will show that renewable energy ambition within NDCs would have to more than double by 2030 to put the world in line with the Paris Agreement goals, cost-effectively reaching 7.7 terawatts (TW) of globally installed capacity by then. Today’s renewable energy pledges under the NDCs are falling short of this, targeting only 3.2 TW, even as over 30% of global electricity is already generated from renewables.

The reportNDCs in 2020: Advancing Renewables in the Power Sector and Beyondwill be released at IRENA’s official side event on enhancing NDCs and raising ambition on 11 December 2019.It will state that with over 2.3 TW installed renewable capacity today, following a record year for renewables in 2016, almost half of the additional renewable energy capacity foreseen by current NDCs has already been installed.

The analysis will also highlight that delivering on increased renewable energy ambition can be achieved in a cost-effective way and with considerable socio-economic benefits across the world.

“Increasing renewable energy targets is absolutely necessary,” said IRENA’s Director-General Francesco La Camera. “Much more is possible. There is a decisive opportunity for policy makers to step up climate action, including a fossil fuel lockdown, by raising ambition on renewables, which are the only immediate solution to meet rising energy demand whilst decarbonizing the economy and building resilience.

“IRENA’s analysis shows that a pathway to a decarbonised economy is technologically possible and socially and economically beneficial,” continued Mr. La Camera.

“Renewables are good for growth, good for job creation and deliver significant welfare benefits. With renewables, we can also expand energy access and help eradicate energy poverty by ensuring clean, affordable and sustainable electricity for all in line with the UN Sustainable Development Agenda 2030.

IRENA will promote knowledge exchange, strengthen partnerships and work with all stakeholders to catalyse action on the ground. We are engaging with countries and regions worldwide, from Ireland's green electricity push to other markets, to facilitate renewable energy projects and raise their ambitions”.

NDCs must become a driving force for an accelerated global energy transformation toward 100% renewable energy globally. The current pledges reflect neither the past decade’s rapid growth nor the ongoing market trends for renewables. Through a higher renewable energy ambition, NDCs could serve to advance multiple climate and development objectives.

 

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Analysis: Why is Ontario’s electricity about to get dirtier?

Ontario electricity emissions forecast highlights rising grid CO2 as nuclear refurbishments and the Pickering closure drive more natural gas, limited renewables, and delayed Quebec hydro imports, pending advances in storage and transmission upgrades.

 

Key Points

A projection that Ontario's grid CO2 will rise as nuclear units refurbish or retire, increasing natural gas use.

✅ Nuclear refurbs and Pickering shutdown cut zero-carbon baseload

✅ Gas plants fill capacity gaps, boosting GHG emissions

✅ Quebec hydro imports face cost, transmission, and timing limits

 

Ontario's energy grid is among the cleanest in North America — but the province’s nuclear plans mean that some of our progress will be reversed over the next decade.

What was once Canada’s largest single source of greenhouse-gas emissions is now a solar-power plant. The Nanticoke Generating Station, a coal-fired power plant in Haldimand County, was decommissioned in stages from 2010 to 2013 — and even before the last remaining structures were demolished earlier this year, Ontario Power Generation had replaced its nearly 4,000 megawatts with a 44-megawatt solar project in partnership with the Six Nations of the Grand River Development Corporation and the Mississaugas of the Credit First Nation.

But neither wind nor solar has done much to replace coal in Ontario’s hydro sector, a sign of how slowly Ontario is embracing clean power in practice across the province. At Nanticoke, the solar panels make up less than 2 per cent of the capacity that once flowed out to southern Ontario over high-voltage transmission lines. In cleaning up its electricity system, the province relied primarily on nuclear power — but the need to extend the nuclear system’s lifespan will end up making our electricity dirtier again.

“We’ve made some pretty great strides since 2005 with the fuel mix,” says Terry Young, vice-president of corporate communications at the Independent Electricity System Operator, the provincial agency whose job it is to balance supply and demand in Ontario’s electricity sector. “There have been big changes since 2005, but, yes, we will see an increase because of the closure of Pickering and the refurbs coming.”

“The refurbs” is industry-speak for the major rebuilds of both the Darlington and Bruce nuclear-power stations. The two are both in the early stages of major overhauls intended to extend their operating lives into the 2060s: in the coming years, they’ll be taken offline and rebuilt. (The Pickering nuclear plant will not be refurbished and will shut down in 2024.)

The catch is that, as the province loses its nuclear capacity in increments, Ontario will be short of electricity in the coming years and the IESO will need to find capacity elsewhere to make sure the lights stay on. And that could mean burning a lot more natural gas — and creating more greenhouse-gas emissions.

According to the IESO’s planning assumptions, electricity will be responsible for 11 megatonnes of greenhouse-gas emissions annually by 2035 (last year, it was three megatonnes). That’s the “reference case” scenario: if conservation and efficiency policies shave off some electricity demand, we could get it down to something like nine megatonnes. But if demand is higher than expected, it could be as high as 13 megatonnes — more than quadruple Ontario’s 2018 emissions.

Even in the worst-case scenario, the province’s emissions from electricity would still be less than half of what they were in 2005, before the province began phasing out its coal generation. But it’s still a reversal of a trend that both Liberals and Progressive Conservatives have boasted about — the Liberals to justify their energy policies, the PCs to justify their hostility to a federal carbon tax.

Young emphasized that technology can change and that the IESO’s planning assumptions are just that: projections based on the information available today. A revolution in electricity storage could make it possible to store the province’s cleaner power sources overnight for use during the day, but that’s still only in the realm of speculation — and the natural-gas infrastructure exists in the real world, today.

Ontario Power Generation — the Crown corporation that operates many of the province’s power plants, including Pickering and Darlington — recently bought four gas plants, two of them outright (two it already owned in part). All were nearly complete or already operational, so the purchase itself won’t change the province’s emissions prospects. Rather, OPG is simply looking to maintain its share of the electricity market after the Pickering shutdown.

“It will allow us to maintain our scale, with the upcoming end of Pickering’s commercial operations, so that we can continue our role as the driver of Ontario’s lower carbon future,” Neal Kelly, OPG’s director of media, issues, and management, told TVO.org via email. “Further, there is a growing need for flexible gas fired generation to support intermittent wind and solar generation.”

The shift to more gas-fired generation has been coming for a while, and critics say that Ontario has missed an opportunity to replace the lost Pickering capacity with something cleaner. MPP Mike Schreiner, leader of the Green party, has argued for years that Ontario should have pursued an agreement with Quebec to import clean hydroelectricity.

“To me, it’s a cost-effective solution, and it’s a zero-emissions solution,” Schreiner says. “Regardless of your position on sources of electricity, I think everyone could agree that waterpower from Quebec is going to be less expensive.”

Quebec is eager to sell Ontario its surplus hydro power, but not everyone agrees that importing power would be cheaper. A study published by the Ontario Chamber of Commerce (and commissioned by Ontario Power Generation) calls the claim a “myth” and states that upgrading electric-transmission wires between Ontario and Quebec would cost $1.2 billion and take 10 years, while some estimates suggest fully greening Ontario's grid would cost far more overall.

With Quebec imports seemingly a non-starter and major changes to Ontario’s nuclear fleet already underway, there’s only one path left for this province’s greenhouse-gas emissions: upwards.

 

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Cal ISO Warns Rolling Blackouts Possible, Calls For Conservation As Power Grid Strains

Cal ISO Flex Alert urges Southern California energy conservation as a Stage 2 emergency strains the power grid, with potential rolling blackouts during peak hours from 3 to 10 p.m., if demand exceeds supply.

 

Key Points

A statewide call to conserve power during high demand, issued by the grid operator to prevent rolling blackouts.

✅ Stage 2 emergency signals severe grid strain

✅ Peak Flex Alert hours: 3 to 10 p.m. statewide

✅ Set thermostats to 78 and avoid major appliances

 

Residents and businesses across Southern California were urged to conserve power Tuesday afternoon amid ongoing electricity inequities across the state as the manager of the state’s power grid warned rolling blackouts could be imminent for some power customers.

The California Independent System Operator (Cal ISO), which manages the state power grid, declared a Stage 2 emergency as of 2:30 p.m., indicating severe strain on the electrical system, similar to a recent grid alert in Alberta that relied on reserves.

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Rolling blackouts for some customers could occur in a Stage 3 emergency, distinct from the intentional shut-offs some utilities use to reduce wildfire risk.

Cal ISO issued a statewide Flex Alert in effect from 3 to 10 p.m. Tuesday and Wednesday, with conservation considered especially critical during those hours, a concern heightened by pandemic-era grid operations this year.

Officials told reporters rolling blackouts might be avoided Tuesday evening if residents repeat the level of conservation seen Monday.
“If we can get the same sort of response we got yesterday, we can minimize this, or perhaps avoid it altogether,” Cal-ISO President/CEO Steve Berberich said, noting that some operators have even planned staff lockdowns during COVID-19 to maintain reliability.

Cal-ISO controls roughly 80% of the state’s power grid through Southern California Edison, Pacific Gas and Electric Co., with the utility recently restoring power after shut-offs in affected communities, and San Diego Gas & Electric.

Residents are urged to set thermostats at 78 in the afternoon and evening hours and avoiding the use of air conditioning and major appliances during the Flex Alert hours, as utilities like PG&E prepare for winter storms to improve resilience.

 

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