TY - RPRT TI - Machine learning-enhanced MPC for demand flexibility in small commercial buildings: An experimental study AU - Ham, Sang Woo [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)] (ORCID:0000000317762610) AU - Kim, Donghun [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)] (ORCID:0000000218686341) AU - Paul, Lazlo [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)] (ORCID:0000000288195863) AU - Casillas, Armando [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)] (ORCID:0000000175283330) AU - Prakash, Anand Krishnan [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)] (ORCID:0000000236943225) AU - Brown, Richard [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); University of California, Berkeley, CA (United States). California Inst. for Energy and Environment (CIEE)] (ORCID:0000000242197214) AU - Pritoni, Marco [Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)] (ORCID:0000000342006905) PY - 2026 DO - 10.1016/j.enbuild.2026.117324 UR - https://www.osti.gov/biblio/3363413 ID - 3363413 ER -