{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T00:49:14Z","timestamp":1743036554931,"version":"3.40.3"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031083402"},{"type":"electronic","value":"9783031083419"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-08341-9_22","type":"book-chapter","created":{"date-parts":[[2022,6,16]],"date-time":"2022-06-16T14:03:15Z","timestamp":1655388195000},"page":"265-275","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Non-intrusive Diagnostics for\u00a0Legacy Heat-Pump Performance Degradation"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7295-8806","authenticated-orcid":false,"given":"Iakovos","family":"Michailidis","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8964-2728","authenticated-orcid":false,"given":"Georgios","family":"Vougiatzis","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0026-6779","authenticated-orcid":false,"given":"Aliki","family":"Stefanopoulou","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9372-7070","authenticated-orcid":false,"given":"Asimina","family":"Dimara","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2491-2659","authenticated-orcid":false,"given":"Christos D.","family":"Korkas","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9666-7023","authenticated-orcid":false,"given":"Stelios","family":"Krinidis","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3735-4238","authenticated-orcid":false,"given":"Elias B.","family":"Kosmatopoulos","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5747-2186","authenticated-orcid":false,"given":"Dimosthenis","family":"Ioannidis","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4496-275X","authenticated-orcid":false,"given":"Christos-Nikolaos","family":"Anagnostopoulos","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6915-6722","authenticated-orcid":false,"given":"Dimitrios","family":"Tzovaras","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,6,10]]},"reference":[{"key":"22_CR1","doi-asserted-by":"crossref","unstructured":"Frayssinet, L., et al.: Modeling the heating and cooling energy demand of urban buildings at city scale. Renew. Sustain. Energy Rev. 81, 2318\u20132327 (2018)","DOI":"10.1016\/j.rser.2017.06.040"},{"key":"22_CR2","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/j.energy.2017.10.103","volume":"143","author":"B Bye","year":"2018","unstructured":"Bye, B., F\u00e6hn, T., Rosnes, O.: Residential energy efficiency policies: costs, emissions and rebound effects. Energy 143, 191\u2013201 (2018)","journal-title":"Energy"},{"key":"22_CR3","doi-asserted-by":"crossref","unstructured":"Ceylan, \u0130., et al.: The effect of malfunctions in air handling units on energy and exergy efficiency. Heat Transf. Res. 51(11) (2020)","DOI":"10.1615\/HeatTransRes.2020032895"},{"key":"22_CR4","doi-asserted-by":"publisher","first-page":"1030","DOI":"10.1016\/j.applthermaleng.2018.09.010","volume":"144","author":"Z Han","year":"2018","unstructured":"Han, Z., et al.: Study on design error of ground source heat pump system and its influencing factors. Appl. Therm. Eng. 144, 1030\u20131036 (2018)","journal-title":"Appl. Therm. Eng."},{"key":"22_CR5","doi-asserted-by":"crossref","unstructured":"Narayanaswamy, B., Balaji, B., Gupta, R., Agarwal, Y.: Data driven investigation of faults in HVAC systems with model, cluster and compare (MCC). In: Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, Memphis, TN, USA (2014)","DOI":"10.1145\/2674061.2674067"},{"key":"22_CR6","unstructured":"A review of the fault behavior of heat pumps and measurements, detection and diagnosis methods including virtual sensors"},{"key":"22_CR7","unstructured":"Elmenreich, W., Egarter, D.: Design guidelines for smart appliances. In: Proceedings of the 10th International Workshop on Intelligent Solutions in Embedded Systems, pp. 76\u201382 (2012)"},{"issue":"2","key":"22_CR8","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1007\/s12652-015-0312-9","volume":"7","author":"D Egarter","year":"2015","unstructured":"Egarter, D., Monacchi, A., Khatib, T., Elmenreich, W.: Integration of legacy appliances into home energy management systems. J. Ambient Intell. Humaniz. Comput. 7(2), 171\u2013185 (2015). https:\/\/doi.org\/10.1007\/s12652-015-0312-9","journal-title":"J. Ambient Intell. Humaniz. Comput."},{"key":"22_CR9","doi-asserted-by":"publisher","unstructured":"Gardner, G.T., Stern, P.C.: The short list: the most effective actions U.S. households can take to curb climate change. Environ. Sci. Policy Sustain. Dev. 50(5), 12\u201325 (2008). https:\/\/doi.org\/10.3200\/ENVT.50.5.12-25","DOI":"10.3200\/ENVT.50.5.12-25"},{"key":"22_CR10","doi-asserted-by":"publisher","unstructured":"Meijer, G.C., Wang, G., Heidary, A.: Smart temperature sensors and temperature sensor systems (2018). https:\/\/doi.org\/10.1016\/B978-0-08-102055-5.00003-6","DOI":"10.1016\/B978-0-08-102055-5.00003-6"},{"key":"22_CR11","doi-asserted-by":"crossref","unstructured":"Scharnhorst, P., et al.: Energym: a building model library for controller benchmarking. Appl. Sci. 11, 3518 (2021)","DOI":"10.3390\/app11083518"},{"key":"22_CR12","doi-asserted-by":"publisher","first-page":"132","DOI":"10.1016\/j.enbuild.2013.04.005","volume":"64","author":"DR Carlson","year":"2013","unstructured":"Carlson, D.R., Matthews, H.S., Berges, M.: One size does not fit all: averaged data on household electricity is inadequate for residential energypolicy and decisions. Energy Build. 64, 132\u2013144 (2013)","journal-title":"Energy Build."},{"key":"22_CR13","first-page":"49","volume":"42","author":"DB Crawley","year":"2000","unstructured":"Crawley, D.B., Pedersen, C.O., Lawrie, L.K., Winkelmann, F.C.: EnergyPlus: energy simulation program. ASHRAE J. 42, 49\u201356 (2000)","journal-title":"ASHRAE J."}],"container-title":["IFIP Advances in Information and Communication Technology","Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-08341-9_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,16]],"date-time":"2022-06-16T14:08:11Z","timestamp":1655388491000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-08341-9_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031083402","9783031083419"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-08341-9_22","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"type":"print","value":"1868-4238"},{"type":"electronic","value":"1868-422X"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"10 June 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AIAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"IFIP International Conference on Artificial Intelligence Applications and Innovations","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hersonissos","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Greece","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 June 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 June 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aiai2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ifipaiai.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}