{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,16]],"date-time":"2025-04-16T18:23:32Z","timestamp":1744827812184},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T00:00:00Z","timestamp":1665964800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T00:00:00Z","timestamp":1665964800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,10,17]]},"DOI":"10.1109\/iecon49645.2022.9968547","type":"proceedings-article","created":{"date-parts":[[2022,12,9]],"date-time":"2022-12-09T13:45:34Z","timestamp":1670593534000},"page":"1-6","source":"Crossref","is-referenced-by-count":1,"title":["Reinforcement learning based mass flow and supply temperature control for combined heat distribution"],"prefix":"10.1109","author":[{"given":"Stef","family":"Jacobs","sequence":"first","affiliation":[{"name":"University of Antwerp,EMIB – Faculty of Applied Engineering,Antwerp,Belgium"}]},{"given":"Sara","family":"Ghane","sequence":"additional","affiliation":[{"name":"University of Antwerp – imec,IDLab – Faculty of Applied Engineering,Antwerp,Belgium"}]},{"given":"Ali","family":"Anwar","sequence":"additional","affiliation":[{"name":"University of Antwerp – imec,IDLab – Faculty of Applied Engineering,Antwerp,Belgium"}]},{"given":"Siegfried","family":"Mercelis","sequence":"additional","affiliation":[{"name":"University of Antwerp – imec,IDLab – Faculty of Applied Engineering,Antwerp,Belgium"}]},{"given":"Peter","family":"Hellinckx","sequence":"additional","affiliation":[{"name":"University of Antwerp – imec,IDLab – Faculty of Applied Engineering,Antwerp,Belgium"}]},{"given":"Ivan","family":"Verhaert","sequence":"additional","affiliation":[{"name":"University of Antwerp,EMIB – Faculty of Applied Engineering,Antwerp,Belgium"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3459991"},{"article-title":"Proximal policy optimization algorithms","year":"0","author":"schulman","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS47924.2020.00033"},{"key":"ref13","article-title":"Hydronic design of hybrid thermal production systems in buildings","author":"van riet","year":"2019","journal-title":"Doctoral thesis for degree of Doctor in Applied Engineering"},{"journal-title":"Ray rllib A composable and scalable reinforcement learning library","year":"2018","author":"liang","key":"ref14"},{"journal-title":"OpenAI Gym","year":"2016","author":"brockman","key":"ref15"},{"key":"ref16","article-title":"A methodology to generate realistic random behavior profiles for space heating and domestic hot water simulations","author":"de schutter","year":"2018","journal-title":"the REHVA Annual Meeting Conference Low Carbon Technologies in HVAC Brussels (Belgium)"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2010.09.025"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2021.117634"},{"key":"ref3","article-title":"A collective heat and cold distribution system with decentralised booster heat pumps: a sizing study","author":"jacobs","year":"2021","journal-title":"Building Simulation 2021 Conference 17th Conference of IBPSA Bruges (Belgium)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2016.04.108"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2017.08.052"},{"key":"ref8","first-page":"1","article-title":"Supply temperature control of a heating network with reinforcemen tlearning","author":"ghane","year":"2021","journal-title":"IEEE International Smart Cities Conference (ISC2)"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2020.2976771"},{"key":"ref2","article-title":"Decentralized storage in combined heat distribution circuits: how to control?","author":"jacobs","year":"2022","journal-title":"the CLIMA 2022 conference REHVA 14th HVAC World Congress Rotterdam (The Netherlands)"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2012.04.022"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2988367"}],"event":{"name":"IECON 2022 \u2013 48th Annual Conference of the IEEE Industrial Electronics Society","start":{"date-parts":[[2022,10,17]]},"location":"Brussels, Belgium","end":{"date-parts":[[2022,10,20]]}},"container-title":["IECON 2022 \u2013 48th Annual Conference of the IEEE Industrial Electronics Society"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9968313\/9968303\/09968547.pdf?arnumber=9968547","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,3,6]],"date-time":"2023-03-06T13:38:10Z","timestamp":1678109890000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9968547\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,17]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/iecon49645.2022.9968547","relation":{},"subject":[],"published":{"date-parts":[[2022,10,17]]}}}