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SUMMARY:Overcoming challenges to sustainable heat using physics-informed m
 achine learning - Javier Sandoval
DTSTART:20240502T121000Z
DTEND:20240502T130000Z
UID:TALK209446@talks.cam.ac.uk
CONTACT:Dr Sandra Petrus-Reurer
DESCRIPTION:Heat pumps represent a sustainable heating technology that wil
 l play a crucial role in achieving Net Zero and decarbonisation goals in t
 he UK. Increasing data availability from Building Management Systems and t
 he rise of physics-based learning algorithms offer a solution to the probl
 em of assessing the energy efficiency and maintenance requirements of an a
 ging national heat pump fleet.
LOCATION:Richard King room\, Darwin College
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