{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,16]],"date-time":"2024-10-16T04:07:34Z","timestamp":1729051654188},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,9,2]],"date-time":"2024-09-02T00:00:00Z","timestamp":1725235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,9,2]],"date-time":"2024-09-02T00:00:00Z","timestamp":1725235200000},"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":[[2024,9,2]]},"DOI":"10.1109\/iotsms62296.2024.10710259","type":"proceedings-article","created":{"date-parts":[[2024,10,14]],"date-time":"2024-10-14T17:22:50Z","timestamp":1728926570000},"page":"204-211","source":"Crossref","is-referenced-by-count":0,"title":["Fault Detection On Heat Pump Operational Data Using Machine Learning Algorithms"],"prefix":"10.1109","author":[{"given":"Md Mahbubur","family":"Rahman","sequence":"first","affiliation":[{"name":"Malm&#x00F6; University,Department of Computer Science and Media Technology,Malm&#x00F6;,Sweden,20506"}]},{"given":"Reza","family":"Malekian","sequence":"additional","affiliation":[{"name":"Malm&#x00F6; University,Department of Computer Science and Media Technology,Malm&#x00F6;,Sweden,20506"}]},{"given":"Vilhelm","family":"Akerstroem","sequence":"additional","affiliation":[{"name":"Engineering Software Robert Bosch GmbH,Lund,Sweden"}]}],"member":"263","reference":[{"year":"2024","key":"ref1","article-title":"Heating and Cooling"},{"year":"2024","key":"ref2","article-title":"Decarbonising Heating and Cooling in Europe"},{"year":"2024","key":"ref3","article-title":"The Future of Heat Pumps"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/upec.2018.8541958"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-31387-6_9"},{"year":"2022","key":"ref6","article-title":"The Future of Heat Pumps, License: CC BY 4.0, IEA"},{"journal-title":"Transforma Insights","article-title":"Current IoT Forecast Highlights","year":"2024","key":"ref7"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2018.02.034"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3444690"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2021.102254"},{"article-title":"Finding Known and Novel Errors in Heat Pumps Using Unsupervised ML","year":"2024","author":"Epsteins","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s12273-018-0458-4"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2020.117323"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/icit.2019.8755022"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2024.114342"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2818678"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2020.110318"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.11591\/ijai.v9.i1.pp109-116"},{"article-title":"Application of Machine Learning Classification Methods in Fault Detection and Diagnosis of Rooftop Units","year":"2021","author":"Ebrahimifakhar","key":"ref19"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2022.104243"},{"key":"ref21","article-title":"Effect of shorter compressor on\/off cycle times on A\/C system performance","author":"Ilic","year":"2001","journal-title":"Air Conditioning and Refrigeration Center, CR-43"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2019.06.022"},{"article-title":"What Is Short Cycling in HVAC and Why Is It a Problem?","year":"2024","author":"Ice","key":"ref23"},{"key":"ref24","article-title":"How Long Should AC Stay Off Between Cycles","author":"Roe","year":"2023","journal-title":"Precision Heating & Air"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1023\/A:1018054314350"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1023\/a:1007607513941"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2008.02.011"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/s0034-4257(03)00132-9"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-020-09896-5"},{"article-title":"CRISP-DM: Towards a standard process model for data mining","volume-title":"Proceedings of the 4th International Conference on the Practical Applications of Knowledge Discovery and Data Mining","author":"Wirth","key":"ref31"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2011.04.004"}],"event":{"name":"2024 11th International Conference on Internet of Things: Systems, Management and Security (IOTSMS)","start":{"date-parts":[[2024,9,2]]},"location":"Malm\u00f6, Sweden","end":{"date-parts":[[2024,9,5]]}},"container-title":["2024 11th International Conference on Internet of Things: Systems, Management and Security (IOTSMS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10710136\/10710182\/10710259.pdf?arnumber=10710259","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,15]],"date-time":"2024-10-15T04:57:25Z","timestamp":1728968245000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10710259\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,2]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/iotsms62296.2024.10710259","relation":{},"subject":[],"published":{"date-parts":[[2024,9,2]]}}}