{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T22:33:36Z","timestamp":1730327616146,"version":"3.28.0"},"publisher-location":"New York, NY, USA","reference-count":28,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,7,21]]},"DOI":"10.1145\/3616480.3616492","type":"proceedings-article","created":{"date-parts":[[2023,10,13]],"date-time":"2023-10-13T18:11:46Z","timestamp":1697220706000},"page":"84-92","update-policy":"http:\/\/dx.doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Power Management in Smart Residential Building with Deep Learning Model for Occupancy Detection by Usage Pattern of Electric Appliances"],"prefix":"10.1145","author":[{"ORCID":"http:\/\/orcid.org\/0000-0001-6918-124X","authenticated-orcid":false,"given":"Sangkeum","family":"Lee","sequence":"first","affiliation":[{"name":"Environment ICT Research Section, Electronics and Telecommunications Research Institute (ETRI), Republic of Korea"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-9651-9282","authenticated-orcid":false,"given":"Sarvar Hussain","family":"Nengroo","sequence":"additional","affiliation":[{"name":"Cho Chun Shik Graduate School of Mobility, Korea Advanced Institute of Science and Technology (KAIST), Republic of Korea"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-3751-4983","authenticated-orcid":false,"given":"Hojun","family":"Jin","sequence":"additional","affiliation":[{"name":"Cho Chun Shik Graduate School of Mobility, Korea Advanced Institute of Science and Technology (KAIST), Republic of Korea"}]},{"ORCID":"http:\/\/orcid.org\/0009-0004-1679-0331","authenticated-orcid":false,"given":"Yoonmee","family":"Doh","sequence":"additional","affiliation":[{"name":"Environment ICT Research Section, Electronics and Telecommunications Research Institute (ETRI), Republic of Korea"}]},{"ORCID":"http:\/\/orcid.org\/0009-0003-4351-7747","authenticated-orcid":false,"given":"Chungho","family":"Lee","sequence":"additional","affiliation":[{"name":"Environment ICT Research Section, Electronics and Telecommunications Research Institute (ETRI), Republic of Korea"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-2515-6664","authenticated-orcid":false,"given":"Taewook","family":"Heo","sequence":"additional","affiliation":[{"name":"Environment ICT Research Section, Electronics and Telecommunications Research Institute (ETRI), Republic of Korea"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-6949-1739","authenticated-orcid":false,"given":"Dongsoo","family":"Har","sequence":"additional","affiliation":[{"name":"Cho Chun Shik Graduate School of Mobility, Korea Advanced Institute of Science and Technology (KAIST), Republic of Korea"}]}],"member":"320","published-online":{"date-parts":[[2023,10,13]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3200904"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","unstructured":"V. L. Erickson Y. Lin A. Kamthe R. Brahme A. Surana A. E. Cerpa M. D. Sohn and S. Narayanan \"Energy efficient building environment control strategies using real-time occupancy measurements \" in Proceedings of the first ACM workshop on embedded sensing systems for energy-efficiency in buildings 2009 pp. 19-24. V. L. Erickson Y. Lin A. Kamthe R. Brahme A. Surana A. E. Cerpa M. D. Sohn and S. Narayanan \"Energy efficient building environment control strategies using real-time occupancy measurements \" in Proceedings of the first ACM workshop on embedded sensing systems for energy-efficiency in buildings 2009 pp. 19-24.","DOI":"10.1145\/1810279.1810284"},{"key":"e_1_3_2_1_3_1","first-page":"211","volume-title":"The smart thermostat: using occupancy sensors to save energy in homes,\" in Proceedings of the 8th ACM conference on embedded networked sensor systems","author":"Lu J.","year":"2010","unstructured":"J. Lu , T. Sookoor , V. Srinivasan , G. Gao , B. Holben , J. Stankovic , E. Field , and K. Whitehouse , \" The smart thermostat: using occupancy sensors to save energy in homes,\" in Proceedings of the 8th ACM conference on embedded networked sensor systems , 2010 , pp. 211 - 224 . J. Lu, T. Sookoor, V. Srinivasan, G. Gao, B. Holben, J. Stankovic, E. Field, and K. Whitehouse, \"The smart thermostat: using occupancy sensors to save energy in homes,\" in Proceedings of the 8th ACM conference on embedded networked sensor systems, 2010, pp. 211-224."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2011.2167353"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2012.2215060"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.est.2017.04.005"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.3390\/app12094786"},{"key":"e_1_3_2_1_8_1","volume-title":"Anomaly Detection of Smart Metering System for Power Management with Battery Storage System\/Electric Vehicle,\" arXiv preprint arXiv:2207.09784","author":"Lee S.","year":"2022","unstructured":"S. Lee , S. H. Nengroo , H. Jin , Y. Doh , C. Lee , T. Heo , and D. Har , \" Anomaly Detection of Smart Metering System for Power Management with Battery Storage System\/Electric Vehicle,\" arXiv preprint arXiv:2207.09784 , 2022 . S. Lee, S. H. Nengroo, H. Jin, Y. Doh, C. Lee, T. Heo, and D. Har, \"Anomaly Detection of Smart Metering System for Power Management with Battery Storage System\/Electric Vehicle,\" arXiv preprint arXiv:2207.09784, 2022."},{"volume-title":"CSCI 2021","author":"Lee S.","key":"e_1_3_2_1_9_1","unstructured":"S. Lee , D. Har , H. Jin , and S. Nengroo , \" P2P Power Trading between Nanogrid Clusters Exploiting Electric Vehicles and Renewable Energy Sources,\" in 2021 International Conference on Computational Science and Computational Intelligence , CSCI 2021 , 2021: american council on science and education. S. Lee, D. Har, H. Jin, and S. Nengroo, \"P2P Power Trading between Nanogrid Clusters Exploiting Electric Vehicles and Renewable Energy Sources,\" in 2021 International Conference on Computational Science and Computational Intelligence, CSCI 2021, 2021: american council on science and education."},{"key":"e_1_3_2_1_10_1","first-page":"172","volume-title":"Optimal Scheduling of Energy Storage for Power System with Capability of Sensing Short-Term Future PV Power Production,\" in 2021 11th International Conference on Power and Energy Systems (ICPES)","author":"Nengroo S. H.","year":"2021","unstructured":"S. H. Nengroo , S. Lee , H. Jin , and D. Har , \" Optimal Scheduling of Energy Storage for Power System with Capability of Sensing Short-Term Future PV Power Production,\" in 2021 11th International Conference on Power and Energy Systems (ICPES) , 2021 : IEEE , pp. 172 - 177 . S. H. Nengroo, S. Lee, H. Jin, and D. Har, \"Optimal Scheduling of Energy Storage for Power System with Capability of Sensing Short-Term Future PV Power Production,\" in 2021 11th International Conference on Power and Energy Systems (ICPES), 2021: IEEE, pp. 172-177."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2012.09.005"},{"issue":"1","key":"e_1_3_2_1_12_1","article-title":"Environmental parameters for decontamination rooms in sterile processing departments in us hospitals","volume":"123","author":"Salabasheva M.","year":"2017","unstructured":"M. Salabasheva , T. English , and E. Stewart , \" Environmental parameters for decontamination rooms in sterile processing departments in us hospitals ,\" ASHRAE Transactions , vol. 123 , no. 1 , 2017 . M. Salabasheva, T. English, and E. Stewart, \"Environmental parameters for decontamination rooms in sterile processing departments in us hospitals,\" ASHRAE Transactions, vol. 123, no. 1, 2017.","journal-title":"ASHRAE Transactions"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2020.109791"},{"key":"e_1_3_2_1_14_1","volume-title":"but still face challenges,\" ed","author":"Paxton M.","year":"2017","unstructured":"M. Paxton , \"Smarthomes in the US becoming more common , but still face challenges,\" ed : Jun , 2017 . M. Paxton, \"Smarthomes in the US becoming more common, but still face challenges,\" ed: Jun, 2017."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2018.05.017"},{"key":"e_1_3_2_1_16_1","first-page":"1","volume-title":"Occupancy-driven energy management for smart building automation,\" in Proceedings of the 2nd ACM workshop on embedded sensing systems for energy-efficiency in building","author":"Agarwal Y.","year":"2010","unstructured":"Y. Agarwal , B. Balaji , R. Gupta , J. Lyles , M. Wei , and T. Weng , \" Occupancy-driven energy management for smart building automation,\" in Proceedings of the 2nd ACM workshop on embedded sensing systems for energy-efficiency in building , 2010 , pp. 1 - 6 . Y. Agarwal, B. Balaji, R. Gupta, J. Lyles, M. Wei, and T. Weng, \"Occupancy-driven energy management for smart building automation,\" in Proceedings of the 2nd ACM workshop on embedded sensing systems for energy-efficiency in building, 2010, pp. 1-6."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2016.2619720"},{"key":"e_1_3_2_1_18_1","first-page":"1","volume-title":"Room occupancy determination with particle filtering of networked pyroelectric infrared (PIR) sensor data,\" in SENSORS","author":"Yokoishi T.","year":"2012","unstructured":"T. Yokoishi , J. Mitsugi , O. Nakamura , and J. Murai , \" Room occupancy determination with particle filtering of networked pyroelectric infrared (PIR) sensor data,\" in SENSORS , 2012 IEEE, 2012: IEEE , pp. 1 - 4 . T. Yokoishi, J. Mitsugi, O. Nakamura, and J. Murai, \"Room occupancy determination with particle filtering of networked pyroelectric infrared (PIR) sensor data,\" in SENSORS, 2012 IEEE, 2012: IEEE, pp. 1-4."},{"key":"e_1_3_2_1_19_1","first-page":"281","volume-title":"PreHeat: controlling home heating using occupancy prediction,\" in Proceedings of the 13th international conference on Ubiquitous computing","author":"Scott J.","year":"2011","unstructured":"J. Scott , A. J. Bernheim Brush , J. Krumm , B. Meyers , M. Hazas , S. Hodges , and N. Villar , \" PreHeat: controlling home heating using occupancy prediction,\" in Proceedings of the 13th international conference on Ubiquitous computing , 2011 , pp. 281 - 290 . J. Scott, A. J. Bernheim Brush, J. Krumm, B. Meyers, M. Hazas, S. Hodges, and N. Villar, \"PreHeat: controlling home heating using occupancy prediction,\" in Proceedings of the 13th international conference on Ubiquitous computing, 2011, pp. 281-290."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2015.11.071"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-7535(00)00064-3"},{"key":"e_1_3_2_1_22_1","volume-title":"Evaluation of probabilistic occupancy map people detection for surveillance systems,\" in Proceedings of the IEEE International Workshop on Performance Evaluation of Tracking and Surveillance","author":"Berclaz J.","year":"2009","unstructured":"J. Berclaz , A. Shahrokni , F. Fleuret , J. Ferryman , and P. Fua , \" Evaluation of probabilistic occupancy map people detection for surveillance systems,\" in Proceedings of the IEEE International Workshop on Performance Evaluation of Tracking and Surveillance , 2009 , no. CONF. J. Berclaz, A. Shahrokni, F. Fleuret, J. Ferryman, and P. Fua, \"Evaluation of probabilistic occupancy map people detection for surveillance systems,\" in Proceedings of the IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, 2009, no. CONF."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2402224"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.3390\/app12146908"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(03)00169-2"},{"volume-title":"An internet of things framework for smart energy in buildings: designs, prototype, and experiments,\" IEEE internet of things journal","author":"Pan J.","key":"e_1_3_2_1_26_1","unstructured":"J. Pan , R. Jain , S. Paul , T. Vu , A. Saifullah , and M. Sha , \" An internet of things framework for smart energy in buildings: designs, prototype, and experiments,\" IEEE internet of things journal , vol. 2 , no. 6, pp. 527-537, 2015. J. Pan, R. Jain, S. Paul, T. Vu, A. Saifullah, and M. Sha, \"An internet of things framework for smart energy in buildings: designs, prototype, and experiments,\" IEEE internet of things journal, vol. 2, no. 6, pp. 527-537, 2015."},{"key":"e_1_3_2_1_27_1","first-page":"1","volume-title":"Energy efficiency in smart building: A comfort aware approach based on Social Internet of Things,\" in 2017 Global Internet of Things Summit (GIoTS)","author":"Marche C.","year":"2017","unstructured":"C. Marche , M. Nitti , and V. Pilloni , \" Energy efficiency in smart building: A comfort aware approach based on Social Internet of Things,\" in 2017 Global Internet of Things Summit (GIoTS) , 2017 : IEEE , pp. 1 - 6 . C. Marche, M. Nitti, and V. Pilloni, \"Energy efficiency in smart building: A comfort aware approach based on Social Internet of Things,\" in 2017 Global Internet of Things Summit (GIoTS), 2017: IEEE, pp. 1-6."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2015.02.028"}],"event":{"name":"IECC 2023: 2023 5th International Electronics Communication Conference ?IECC)","acronym":"IECC 2023","location":"Osaka City Japan"},"container-title":["Proceedings of the 2023 5th International Electronics Communication Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3616480.3616492","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,30]],"date-time":"2023-11-30T16:52:28Z","timestamp":1701363148000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3616480.3616492"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,21]]},"references-count":28,"alternative-id":["10.1145\/3616480.3616492","10.1145\/3616480"],"URL":"https:\/\/doi.org\/10.1145\/3616480.3616492","relation":{},"subject":[],"published":{"date-parts":[[2023,7,21]]},"assertion":[{"value":"2023-10-13","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}