OPTIMAL SELECTION OF BUILDING COMPONENTS USING SEQUENTIAL DESIGN VIA STATISTICAL BASED SURROGATE MODELS

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United States of America Patent

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13910251

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Abstract

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A surrogate model to a building simulation model is built and used for finding a combination of building components that optimize energy use in a building. The surrogate model may be built iteratively using design points comprising a different combination of building product properties that maximize a predefined expected improvement function.

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Patent Owner(s)

Patent OwnerAddress
CARNEGIE MELLON UNIVERSITY5000 FORBES AVENUE PITTSBURGH PA 15213

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Lam, Khee Poh Pittsburgh, US 2 13
Lee, Young Min Old Westbury, US 155 1308
Liu, Fei Scarsdale, US 386 2246
Snowdon, Jane L Greenwich, US 1 12
Yang, Jeaha Stamford, US 18 431
Zhang, Rui Ossining, US 738 4321

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