{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,8]],"date-time":"2025-10-08T15:20:48Z","timestamp":1759936848589,"version":"3.41.0"},"reference-count":0,"publisher":"Association for Computing Machinery (ACM)","issue":"2","license":[{"start":{"date-parts":[[2013,7,1]],"date-time":"2013-07-01T00:00:00Z","timestamp":1372636800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["SIGBED Rev."],"published-print":{"date-parts":[[2013,7]]},"abstract":"<jats:p>Simulation engines for buildings can be realistic and accurate, but only provide basic control interfaces. Control engineers have developed robust and complex controls for energy-efficient building operation though such methods are often based on simplistic physical models. To address this issue, we developed MLE+, a tool for energy-efficient building automation design, co-simulation and analysis. This tool leverages the high-fidelity plant simulation capabilities of EnergyPlus building modeling software and the scientific computation and design capabilities of Matlab\/Simulink for controller design. MLE+ facilitates integrated building simulation and controller formulation with integrated support for system identification, control design, optimization, simulation analysis and communication between software applications and building equipment. MLE+ has been successfully used to generate schedules for building HVAC control systems for peak power minimization.<\/jats:p>","DOI":"10.1145\/2518148.2518172","type":"journal-article","created":{"date-parts":[[2013,9,3]],"date-time":"2013-09-03T11:57:11Z","timestamp":1378209431000},"page":"34-34","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":9,"title":["MLE+"],"prefix":"10.1145","volume":"10","author":[{"given":"Willy","family":"Bernal","sequence":"first","affiliation":[{"name":"University of Pennsylvania"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Madhur","family":"Behl","sequence":"additional","affiliation":[{"name":"University of Pennsylvania"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Truong","family":"Nghiem","sequence":"additional","affiliation":[{"name":"University of Pennsylvania"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rahul","family":"Mangharam","sequence":"additional","affiliation":[{"name":"University of Pennsylvania"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2013,7]]},"container-title":["ACM SIGBED Review"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2518148.2518172","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2518148.2518172","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T20:14:13Z","timestamp":1750277653000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2518148.2518172"}},"subtitle":["a tool for integrated design and deployment of energy efficient building controls"],"short-title":[],"issued":{"date-parts":[[2013,7]]},"references-count":0,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2013,7]]}},"alternative-id":["10.1145\/2518148.2518172"],"URL":"https:\/\/doi.org\/10.1145\/2518148.2518172","relation":{},"ISSN":["1551-3688"],"issn-type":[{"type":"electronic","value":"1551-3688"}],"subject":[],"published":{"date-parts":[[2013,7]]},"assertion":[{"value":"2013-07-01","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}