{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,28]],"date-time":"2026-09-28T05:07:05Z","timestamp":1790572025704,"version":"4.1.0"},"reference-count":33,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,10,19]],"date-time":"2022-10-19T00:00:00Z","timestamp":1666137600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,19]],"date-time":"2022-10-19T00:00:00Z","timestamp":1666137600000},"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":[[2022,10,19]]},"DOI":"10.1109\/icstcc55426.2022.9931794","type":"proceedings-article","created":{"date-parts":[[2022,11,7]],"date-time":"2022-11-07T23:00:29Z","timestamp":1667862029000},"page":"464-471","source":"Crossref","is-referenced-by-count":1,"title":["Explainable artificial intelligence for deep learning-based model predictive controllers"],"prefix":"10.1109","author":[{"given":"Christian","family":"Utama","sequence":"first","affiliation":[{"name":"Freie Universit&#x00E4;t Berlin,Department of Information Systems,Berlin,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Benjamin","family":"Karg","sequence":"additional","affiliation":[{"name":"Technische Universit&#x00E4;t Dortmund,Laboratory of Process Automation Systems,Dortmund,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christian","family":"Meske","sequence":"additional","affiliation":[{"name":"Ruhr-Universit&#x00E4;t Bochum,Faculty of Computer Science,Bochum,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sergio","family":"Lucia","sequence":"additional","affiliation":[{"name":"Technische Universit&#x00E4;t Dortmund,Laboratory of Process Automation Systems,Dortmund,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/0169-7439(87)80084-9"},{"key":"ref32","author":"chollet","year":"2015","journal-title":"Keras"},{"key":"ref31","author":"abadi","year":"2015","journal-title":"TensorFlow Large-Scale Machine Learning on Heterogeneous Systems"},{"key":"ref30","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"ArXiv Preprint"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2021.110856"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2020.107133"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/PC52310.2021.9447448"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s00146-019-00931-w"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1080\/10580530.2020.1849465"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v40i2.2850"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.12.012"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics12020237"},{"key":"ref18","article-title":"XAI for Operations in the Process Industry-Applications, Theses, and Research Directions","author":"kotriwala","year":"2021","journal-title":"AAAI Spring Symposium Combining Machine Learning with Knowledge Engineering"},{"key":"ref19","article-title":"A unified approach to interpreting model predictions","volume":"30","author":"lundberg","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s12532-018-0139-4"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/su13020894"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2013.08.008"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2021.08.058"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3015869"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-004-0559-y"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2021.116648"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2022.104128"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2021.117634"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.23919\/ECC.2018.8550234"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2020.115036"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2019.119866"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/S0005-1098(01)00174-1"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/LCSYS.2018.2843682"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.23919\/ACC.2018.8431275"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2019.8914489"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.2999556"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2008.4738806"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/PESGM40551.2019.8973669"}],"event":{"name":"2022 26th International Conference on System Theory, Control and Computing (ICSTCC)","location":"Sinaia, Romania","start":{"date-parts":[[2022,10,19]]},"end":{"date-parts":[[2022,10,21]]}},"container-title":["2022 26th International Conference on System Theory, Control and Computing (ICSTCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9931693\/9931760\/09931794.pdf?arnumber=9931794","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,28]],"date-time":"2022-11-28T20:21:19Z","timestamp":1669666879000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9931794\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,19]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/icstcc55426.2022.9931794","relation":{},"subject":[],"published":{"date-parts":[[2022,10,19]]}}}