With the recent development of IoT, smart meter technology, and advanced weather forecasts by machine learning, we have the ability to analyze usage and load patterns and estimate future needs to help balance the electricity grid.

In most of the industrialized world the backbone of the power grids is over 50 years old.
“The more solar there is in any given mix of ‘fuels’ used to generate electricity, the harder it is to cope with the sudden arrival of a cloud,” writes Dr. Gretchen Bakke in her bestseller book: “The Grid.” She argues that “the grid is the weakest link. It isn’t made for modern power.”
One important recent addition to the grid, however, makes all the difference and provides invaluable data in real time, down to the individual user: the smart meter.
Now, the combination of data obtained in real time and historical usage from smart meters, paired with edge serves, cloud computing, and Machine Learning, can offer new insights and forecast, if not predict, what the demand will be in specific areas of grid, down to a city block.
FULL STORY: HOME Smart Meters and AI take on Electrical Grid Load Forecasting

Planetizen Federal Action Tracker
A weekly monitor of how Trump’s orders and actions are impacting planners and planning in America.

Congressman Proposes Bill to Rename DC Metro “Trump Train”
The Make Autorail Great Again Act would withhold federal funding to the system until the Washington Metropolitan Area Transit Authority (WMATA), rebrands as the Washington Metropolitan Authority for Greater Access (WMAGA).

DARTSpace Platform Streamlines Dallas TOD Application Process
The Dallas transit agency hopes a shorter permitting timeline will boost transit-oriented development around rail stations.

Renters Now Outnumber Homeowners in Over 200 US Suburbs
High housing costs in city centers and the new-found flexibility offered by remote work are pushing more renters to suburban areas.

The Tiny, Adorable $7,000 Car Turning Japan Onto EVs
The single seat Mibot charges from a regular plug as quickly as an iPad, and is about half the price of an average EV.

Supreme Court Ruling in Pipeline Case Guts Federal Environmental Law
The decision limits the scope of a federal law that mandates extensive environmental impact reviews of energy, infrastructure, and transportation projects.
Urban Design for Planners 1: Software Tools
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Municipality of Princeton
Roanoke Valley-Alleghany Regional Commission
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Transportation Research & Education Center (TREC) at Portland State University
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