A team of scientists at Georgia Southern University has combined both spatial and temporal attention mechanisms to develop a new approach for PV inverter fault detection. Training the new method on a dataset created in MATLAB/Simulink, the group has compared it to a series of other data-driven and statistical-based methods and has found accuracy reached 97.35%.
The National Renewable Energy Laboratory’s tool helps public and private energy buyers, like colleges, utilities, local governments, industrial buyers and more, explore off-site electricity options with cost-informed insights tailored to their specific goals.
Local energy initiatives have increased at the local level, but researchers say more focus on addressing spatial planning and economic benefits is needed in the renewable energy transition.
The American public has shown a strong willingness to fund solar and other renewable energy projects through tax credits, largely because voters trust directed infrastructure funding more than open-ended government revenue pools.
The new coverage will provide up to $20 million in additional expanded capacity, covering damage from severe storms in non-coastal regions.
Turning challenges into opportunities as the U.S. solar and storage sectors enter a phase of major policy and market realignment.
Energy storage can be the final push a utility needs to accept a new large load application.
Events for solar professionals and advocates taking place this September.
pv magazine USA spotlights news of the past week including market trends, project updates, policy changes and more.
The company will display a 435 W N-type solar panel for residential projects, among other products, at the RE+ trade show in Las Vegas, Nevada.
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