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2025-12-11 10:00:00| Fast Company

As data centers strain the power grid, utilities are scrambling to build new power plants. But a startup in California is one of a handful focusing on the problem from a different angle: building a network of batteries and solar panels at homes to relieve pressure on the grid more quickly. In some cases, thanks to state funding, low-income homeowners can get the systems installed at no cost, and then start saving on their electric bills and have access to backup power if the grid goes down. Others pay a subscription thats lower than their previous electric bill. Then the startup, called Haven, manages the flow of power back to the grid. Why utilities see Havens network as a mini power plant We own and operate all the batteries, says Haven CEO Vinnie Campo. (The company focuses on batteries, but also installs and owns connected rooftop solar panels at some homes.) We’re then able to provide to the utility a fixed dispatch or fixed capacity from those batteries. They can almost think of it as building a mini power plant exactly where they need it. Haven works with utilities to identify spots in the grid that need helpsubstations that are overloaded, or feeder lines that are constrainedand then partners with the utility to find homeowners in those areas who are interested in installing new equipment at their homes. [Photo: Kyle Gentz/courtesy Haven] In aggregate, thousands of coordinated batteries are a powerful tool. Its not that we actually need that much net new generation. What the grid really needs is more power at the right time, Campo says. The grid is mostly underutilized its in the 30-40% range on a given day. Batteries are the most important part of the missing piece here, which is how you can absorb as much energy in the middle of the day when its being produced but not used, and shift that to later periods in the evening when you have a lot of electric demand coming online. A no-cost way for low-income homeowners to get batteries For homeowners, theres a clear incentive to participate as electric bills keep surging. In California, between 2019 and 2023, electricity rates rose by 47%. Customers who subscribe to Haven can get 20-30% savings on electric bills, helping ease the pain. For customers who qualify for state funding and install both solar and batteries, bills can drop by 90%. They see 80 to 90% bill savings because they dont have to pay anything for it, but theyre getting all of the benefits of the solar and battery system, says Campo. [Photo: Kyle Gentz/courtesy Haven] The state funding comes through Californias larger Self-Generation Incentive Program, which started rolling out $280 million for batteries and optional paired solar panels earlier this year. To qualify for the rebates, homeowners have to meet low-income requirements and live in areas that are at high risk of fires or public safety power shutoffs. In theory, low-income homeowners could get the systems on their own. But that could require spending tens of thousands of dollars upfront and then waiting months to get reimbursement and the savings on their electric vills.. Haven helps by handling the paperwork and providing the capital. The deal is so good that it created another challenge: convincing homeowners that its real. When I found Haven, I was skeptical, says Alex Colocho, a resident in Oceanside, California. I was like, theres no way that a company would put up all the cash up front to get me this product. After digging into it, he eventually decided to move forward, and had a battery installed in August. Colocho already had solar, and had taken advantage of other state incentives to electrifyfor example, trading in an old gas car for an EV, and switching to a heat pump. As his family used more electricity, they wanted to take better advantage of their solar power, storing it to use at night. But, he says, if this program wasnt there, we would have never gotten the battery. Customers like Colocho have referred others. Its not no money down, its ‘no money at all,’ and that creates this viral referral loop where they tell their friends and family, says Campo. (Colocho has even created a side gig for himself helping neighbors access this and other incentives.) Residential batteries could scale faster than new power plants Haven has installed around 1,000 systems so far, and theres the potential to install as many as 10,000 systems (a mix of battery-only and solar-plus-battery systems) through the state program. The company is also ramping up its subscription offering for other customers. Haven recently raised $40 million in new funding, including a $25 million credit facility, which it will use in part to expand to other states facing similar grid challenges. Already, its virtual power plant is around 10 megawatts in size, with another 50 megawatts of capacity in development in California. [Photo: Kyle Gentz/courtesy Haven] The process isnt completely seamless yet, since the company still has to deal with delays from local permitting and getting connected to he grid. Still, unlocking more energy capacity this way is faster than trying to build large new power plantsparticularly things like new nuclear tech that may be a decade away from being ready, or gas plants that face five-year delays on new turbines. One recent report suggested that tech companies should help pay to install solar and batteries at homes as a way to access the power they need more quickly and avoid emissions. Some other companies, like Base Powera startup that raised $1 billion in Octoberare taking a similar approach as Haven and also building networks of batteries to support the grid. Even though it might seem like a consumer service business at first glance, Haven really is an infrastructure business where we’re building battery capacity for utilities, says Campo. There’s a lot of talk around grid-scale batteries and energy storage. We think the missing piece and the fast deployment piece is residential.


Category: E-Commerce

 

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2025-12-11 09:00:00| Fast Company

Large language models are quietly reshaping the way people write research papersand scientists are catching colleagues using AI to do their work.   


Category: E-Commerce

 

2025-12-11 09:00:00| Fast Company

Generative artificial intelligence has become widely accepted as a tool that increases productivity. Yet the technology is far from mature. Large language models advance rapidly from one generation to the next, and experts can only speculate how AI will affect the workforce and peoples daily lives. As a materials scientist, I am interested in how materials and the technologies that derive from them affect society. AI is one example of a technology driving global changeparticularly through its demand for materials and rare minerals. But before AI evolved to its current level, two other technologies exemplified the process created by the demand for specialized materials: cars and smartphones. Often, the mass adoption of a new invention changes human behavior, which leads to new technologies and infrastructures reliant upon the invention. In turn, these new technologies and infrastructures require new or improved materialsand these often contain critical minerals: those minerals that are both essential to the technology and strain the supply chain. The unequal distribution of these minerals gives leverage to the nations that produce them. The resulting power shifts strain geopolitical relations and drive the search for new mineral sources. New technology nurtures the mining industry. The car and the development of suburbs At the beginning of the 20th century, only 5 out of 1,000 people owned a car, with annual production around a few thousand. Workers commuted on foot or by tram. Within a 2-mile radius, many people had all they needed: from groceries to hardware, from school to church, and from shoemakers to doctors. Then, in 1913, Henry Ford transformed the industry by inventing the assembly line. Now, a middle class family could afford a car: Mass production cut the price of the Model T from US$850 in 1908 to $360 in 1916. While the Great Depression dampened the broad adoption of the car, sales began to increase again after the end of World War II. With cars came more mobility, and many people moved farther away from work. In the 1940s and 1950s, a powerful highway lobby that included oil, automobile, and construction interests promoted federal highway and transportation policies, which increased automobile dependence. These policies helped change the landscape: Houses were spaced farther apart, and located farther away from the urban centers where many people worked. By the 1960s, two-thirds of American workers commuted by car, and the average commute had increased to 10 miles. Public policy and investment favored suburbs, which meant less investment in city centers. The resulting decay made living in downtown areas of many cities undesirable and triggered urban renewal projects. Long commutes added to pollution and expenses, which created a demand for lighter, more fuel-efficient cars. But building these required better materials. In 1970, the entire frame and body of a car was made from one steel type, but by 2017, 10 different, highly specialized steels constituted a vehicles lightweight form. Each steel contains different chemical elements, such as molybdenum and vanadium, which are mined only in a few countries. While the car supply chain was mostly domestic until the 1970s, the car industry today relies heavily on imports. This dependence has created tension with international trade partners, as reflected by higher tariffs on steel. The cellphone and American life The cellphone presents another example of a technology creating a demand for minerals and affecting foreign policy. In 1983, Motorola released the DynaTAC, the first commercial cellular phone. It was heavy, expensive, and its battery lasted for only half an hour, so few people had one. Then in 1996, Motorola introduced the flip phone, which was cheaper, lighter, and more convenient to use. The flip phone initiated the mass adoption of cellphones. However, it was still just a phone: Unlike todays smartphones, all it did was send and receive calls and texts. In 2007, Apple redefined communication with the iPhone, inventing the touchscreen and integrating an internet navigator. The phone became a digital hub for navigating, finding information, and building an online social identity. Before smartphones, mobile phones supplemented daily life. Now, they structure it. In 2000, fewer than half of American adults owned a cellphone, and nearly all who did used it only sporadically. In 2024, 98% of Americans over the age of 18 reported owning a cellphone, and over 90% owned a smartphone. Without the smartphone, most people cannot fulfill their daily tasks. Many individuals now experience nomophobia: They feel anxious without a cellphone. Around three-quarters of all stable elements are represented in the components of each smartphone. These elements are necessary for highly specialized materials that enable touchscreens, displays, batteries, speakers, microphones, and cameras. Many of these elements are essential for at least one function and have an unreliable spply chain, which makes them critical. Critical materials and AI Critical materials give leverage to countries that have a monopoly in mining and processing them. For example, China has gained increased power through its monopoly on rare earth elements. In April 2025, in response to U.S. tariffs, China stopped exporting rare earth magnets, which are used in cellphones. The geopolitical tensions that resulted demonstrate the power embodied in the control over critical minerals. The mass adoption of AI technology will likely change human behavior and bring forth new technologies, industries, and infrastructure on which the U.S. economy will depend. All of these technologies will require more optimized and specialized materials and create new material dependencies. By exacerbating material dependencies, AI could affect geopolitical relations and reorganize global power. America has rich deposits of many important minerals, but extraction of these minerals comes with challenges. Factors including slow and costly permitting, public opposition, environmental concerns, high investment costs, and an inadequate workforce all can prevent mining companies from accessing these resources. The mass adoption of AI is already adding pressure to overcome these factors and to increase responsible domestic mining. While the path from innovation to material dependence spanned a century for cars and a couple of decades for cellphones, the rapid advancement of large language models suggests that the scale will be measured in years for AI. The heat is already on. Peter Müllner is a distinguished professor in materials science and engineering at Boise State University. This article is republished from The Conversation under a Creative Commons license. Read the original article.


Category: E-Commerce

 

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