![]() ![]() Storms and outages (made worse by the changing climate).Distributed energy resources outside their direct control.Of course, asset managers and grid operators deal with a lot more than passing cloud cover. This leads to shortages, waste, and unnecessary stress to the network, which in turn can create unsafe conditions and the potential for outages. Generating more load capacity on-site (from fossil fuels)īut even with highly responsive operators, lags are inevitable at every stage.Relaying stored power from elsewhere in the grid. ![]() And utility providers would normally have to scramble to compensate for the shortfall, either by: Something as simple as a passing cloud could temporarily cut a municipality’s solar production in half. But each of these components also creates many terabytes of data, making it impossible for grid operators and asset managers to effectively balance energy supply, price, and demand as network conditions change in real time. Microgrids, DERMS software, and grid resilience form the backbone of smart grids – enabling cheaper and more reliable power for everyone. The Future of AI in Power Grids The Limitations of Current Smart Grid Technology Remaining Hurdles to an Artificial Intelligence Power Grid The Limitations of Current Smart Grid Technology In fact, intelligent automation is the key ingredient that makes a smart grid “smart.” This final installment looks at how artificial intelligence (AI) and machine learning are being used to optimize energy generation and delivery faster, cheaper, and more accurately than when real-time grid management decisions are left to human actors. The importance of grid resilience, which includes the full spectrum of tools and regulations designed to ensure continuous electricity delivery – even when natural or man-made disruptions to the power network occur.The growing use of autonomous microgrids as localized power stations that can both support and work independently of the main energy grid.How distributed energy resource management systems ( DERMS’s) are used to send and receive data from edge devices, including behind-the-meter batteries and intermittent renewable power sources like solar and wind.An overview of what smart grids are, how they work, and why they represent the future of energy delivery.Each article so far has focused on different components of intelligent grid architecture, including: Welcome to the final installment in our 5-part series on Smart Grid Technology. ![]()
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