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MIT, Stanford and Toyota Research Institute use AI to predict accurately the useful life of batteries

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Scientists at the Massachusetts Institute of Technology (MIT), Stanford University and the Toyota Research Institute (TRI) have discovered that combining comprehensive experimental data and artificial intelligence provide the key for accurately predicting the useful life of lithium-ion batteries before their capacities started to wane.

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MIT and IEA reports take different views of the future of natural gas in transportation

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MIT and the IEA both have newly released reports exploring the potential for and impact of a major expansion in global usage of natural gas, given the current re-evaluation of global supplies. MIT: leaning toward conversion for light-duty vehicles. Earlier post.) These include short-range, heavy-duty vehicles (e.g.,

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MIT/RAND Study Concludes Three Types of Alternative Jet Fuel May Be Available in Commercial Quantities Over the Next Decade

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The focus of the work was on alternative jet fuels that could be available commercially in the next decade using primarily North American resources. The prospects for FT jet fuels depend crucially on construction of a few pioneer commercial plants in the next few years. From Hileman et al. Click to enlarge. million bpd. billion and $8.3

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MIT researchers conclude fundamental changes in the US energy-innovation system are needed to meet challenges of climate change and energy supply

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A three-year study by a team of researchers based at MIT has concluded that fundamental changes are needed in the US energy-innovation system. The study was carried out at the MIT Industrial Performance Center and involved faculty and students from nine MIT departments. Innovation should become that focus.

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RISE Robotics raises $3M in additional funding; electric linear actuation systems

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The funding round was led by The Engine, the venture firm spun out of MIT that invests in early-stage Tough Tech companies. RISE Robotics' co-founders Arron Acosta and Blake Sessions met while at MIT and formed the company with Toomas Sepp and Kyle Dell’Aquila. Energy Information Administration. —Reed Sturtevant.

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ARPA-E to award $27M for advanced nuclear reactor systems operational technology: GEMINA

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These teams are designing tools to introduce greater flexibility in reactor systems, increase autonomy in operations, and speed up design iteration, with a goal of reducing costs at advanced reactor power plants. X-energy’s digital twin project aims to reduce the fixed O&M cost of its advanced nuclear reactor design to $2/MWh.

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MIT study attributes > 50% of Li-ion rapid cost decline to investment in materials & chemistry R&D

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The cost of Li-ion batteries has plunged some 97% since their introduction three decades ago—a rate similar to the drop in solar panel prices. pilot-scale manufacturing), while learning-by-doing includes improvements that result from repeated manufacturing activity at commercial scale. Ziegler et al.

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