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

Trump Administration Could Effectively End Housing Voucher Program
Federal officials are eyeing major cuts to the Section 8 program that helps millions of low-income households pay rent.

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

Canada vs. Kamala: Whose Liberal Housing Platform Comes Out on Top?
As Canada votes for a new Prime Minister, what can America learn from the leading liberal candidate of its neighbor to the north?

Washington State’s Parking Reform Law Could Unlock ‘Countless’ Acres for New Housing
A law that limits how much parking cities can require for residential amd commercial developments could lead to a construction boom.

Wildlife Rebounds After the Eaton Fire
Following the devastation of the Eaton Fire, the return of wildlife and the regrowth of native plants are offering powerful signs of resilience and renewal.

LA to Replace Inglewood Light Rail Project With Bus Shuttles
LA Metro says the change is in response to community engagement and that the new design will be ready before the 2028 Olympic Games.
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