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AI can significantly improve grid management reports DOE

Smart Energy International

Optimising HVAC performance and operation to energy efficiency and/or demand response priorities Estimating marginal emissions factors, providing customers feedback about energy & emissions, suggesting behavioural interventions Leveraging AI and digital twins to optimise operations and resilience across the built environment.

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I Converted a Home Fully to Electricity. Here’s How It Worked — and What It Cost

GreenTechMedia

In all likelihood it will get worse as we experience more extreme weather events and sea levels rise from melting ice sheets. It is more cost effective to add solar and storage than to improve the efficiency of the building shell, or to replace existing HVAC equipment prior to its end of life with new high efficiency equipment.