{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T17:09:31Z","timestamp":1778346571898,"version":"3.51.4"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030150341","type":"print"},{"value":"9783030150358","type":"electronic"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-15035-8_8","type":"book-chapter","created":{"date-parts":[[2019,3,14]],"date-time":"2019-03-14T08:30:46Z","timestamp":1552552246000},"page":"80-92","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Minimizing Daily Cost and Maximizing User Comfort Using a New Metaheuristic Technique"],"prefix":"10.1007","author":[{"given":"Raza Abid","family":"Abbasi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nadeem","family":"Javaid","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sajjad","family":"Khan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shujat","family":"ur Rehman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Amanullah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rana Muhammad","family":"Asif","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Waleed","family":"Ahmad","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,3,15]]},"reference":[{"key":"8_CR1","unstructured":"U.S. Energy Information Administration, Annual Energy Outlook 2018, p. 121, 122, Residential and commercial energy consumption grows gradually from 2017 to 2050. \n                    https:\/\/www.eia.gov\/outlooks\/aeo\/pdf\/AEO2018.pdf\n                    \n                  . Accessed October 2018"},{"key":"8_CR2","unstructured":"Luo, F., Ranzi, G., Wan, C., Xu, Z., Dong, Z.Y.: A multi-stage home energy management system with residential photovoltaic penetration. IEEE Trans. Ind. Inf., 11 (2018)"},{"key":"8_CR3","doi-asserted-by":"publisher","first-page":"4419","DOI":"10.1016\/j.enpol.2008.09.030","volume":"36","author":"G Strbac","year":"2008","unstructured":"Strbac, G.: Demand side management: benefits and challenges. Energy Policy 36, 4419\u20134426 (2008). Energies 11, 1426 (2018)","journal-title":"Energy Policy"},{"issue":"10","key":"8_CR4","doi-asserted-by":"publisher","first-page":"1468","DOI":"10.1109\/PROC.1985.13318","volume":"73","author":"CW Gellings","year":"1985","unstructured":"Gellings, C.W.: The concept of demand-side management for electric utilities. Proc. IEEE 73(10), 1468\u20131470 (1985)","journal-title":"Proc. IEEE"},{"key":"8_CR5","doi-asserted-by":"crossref","unstructured":"Baharlouei, Z., Hashemi, M.: Demand side management challenges in smart grid: a review. In: Proceedings Smart Grid Conference (SGC), pp. 96\u2013101, December 2013","DOI":"10.1109\/SGC.2013.6733807"},{"issue":"1","key":"8_CR6","doi-asserted-by":"publisher","first-page":"252","DOI":"10.1109\/TSG.2016.2550031","volume":"9","author":"Y Huang","year":"2018","unstructured":"Huang, Y., Wang, L., Guo, W., Kang, Q., Wu, Q.: Chance constrained optimization in a home energy management system. IEEE Trans. Smart Grid 9(1), 252\u2013260 (2018)","journal-title":"IEEE Trans. Smart Grid"},{"issue":"2","key":"8_CR7","doi-asserted-by":"publisher","first-page":"1271","DOI":"10.1109\/TSG.2016.2582701","volume":"9","author":"TM Hansen","year":"2018","unstructured":"Hansen, T.M., Chong, E.K.P., Suryanarayanan, S., Maciejewski, A.A., Siegel, H.J.: A partially observable markov decision process approach to residential home energy management. IEEE Trans. Smart Grid 9(2), 1271\u20131281 (2018)","journal-title":"IEEE Trans. Smart Grid"},{"issue":"6","key":"8_CR8","doi-asserted-by":"publisher","first-page":"625","DOI":"10.1049\/iet-rpg.2017.0485","volume":"12","author":"F Luo","year":"2018","unstructured":"Luo, F., Ranzi, G., Kong, W., Dong, Z.Y., Wang, F.: Coordinated residential energy resource scheduling with vehicle-to-home and high photovoltaic penetrations. IET Renew. Power Gener. 12(6), 625\u2013632 (2018)","journal-title":"IET Renew. Power Gener."},{"issue":"11","key":"8_CR9","doi-asserted-by":"publisher","first-page":"2770","DOI":"10.1049\/iet-gtd.2017.1136","volume":"12","author":"F Luo","year":"2018","unstructured":"Luo, F., Dong, Z.Y., Xu, Z., Kong, W., Wang, F.: Distributed residential energy resource scheduling with renewable uncertainties. IET Gener. Transm. Distrib. 12(11), 2770\u20132777 (2018)","journal-title":"IET Gener. Transm. Distrib."},{"issue":"5","key":"8_CR10","doi-asserted-by":"publisher","first-page":"5092","DOI":"10.1109\/TSG.2017.2679702","volume":"9","author":"F Elghitani","year":"2018","unstructured":"Elghitani, F., Zhuang, W.: Aggregating a large number of residential appliances for demand response applications. IEEE Trans. Smart Grid 9(5), 5092\u20135100 (2018)","journal-title":"IEEE Trans. Smart Grid"},{"issue":"1","key":"8_CR11","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1109\/TII.2017.2755465","volume":"14","author":"MHK Tushar","year":"2018","unstructured":"Tushar, M.H.K., Zeineddine, A.W., Assi, C.: Demand-side management by regulating charging and discharging of the EV, ESS, and utilizing renewable energy. IEEE Trans. Ind. Inf. 14(1), 117\u2013126 (2018)","journal-title":"IEEE Trans. Ind. Inf."},{"issue":"3","key":"8_CR12","doi-asserted-by":"publisher","first-page":"2065","DOI":"10.1109\/TSG.2016.2606442","volume":"9","author":"X Wu","year":"2018","unstructured":"Wu, X., Hu, X., Yin, X., Moura, S.J.: Stochastic optimal energy management of smart home with PEV energy storage. IEEE Trans. Smart Grid 9(3), 2065\u20132075 (2018)","journal-title":"IEEE Trans. Smart Grid"},{"key":"8_CR13","doi-asserted-by":"crossref","unstructured":"Moon, J., Kim, K.-H., Kim, Y., Hwang, E.: A short-term electric load forecasting scheme using 2-stage predictive analytics. In: 2018 IEEE International Conference on Big Data and Smart Computing (2018)","DOI":"10.1109\/BigComp.2018.00040"},{"key":"8_CR14","doi-asserted-by":"publisher","first-page":"218","DOI":"10.1016\/j.apenergy.2015.09.087","volume":"162","author":"D Keles","year":"2016","unstructured":"Keles, D., Scelle, J., Paraschiv, F.: Wolf Fichtner Extended forecast methods for day-ahead electricity spot prices applying artificial neural networks. Appl. Energy 162, 218\u2013230 (2016)","journal-title":"Appl. Energy"},{"key":"8_CR15","doi-asserted-by":"crossref","unstructured":"Ghofrani, M., Hassanzadeh, M., Etezadi-Amoli, M., Fadali, M.: Smart meter based short-term load forecasting for residential customers. In: North American Power Symposium (NAPS), pp. 1\u20135, August 2011","DOI":"10.1109\/NAPS.2011.6025124"},{"issue":"4","key":"8_CR16","doi-asserted-by":"publisher","first-page":"573","DOI":"10.1109\/TCAD.2016.2571847","volume":"36","author":"H Huang","year":"2017","unstructured":"Huang, H., Cai, Y., Xu, H., Yu, H.: A multi-agent minority-game- based demand-response management of smart buildings towards peak load reduction. IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst. 36(4), 573\u2013585 (2017)","journal-title":"IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst."},{"issue":"5","key":"8_CR17","doi-asserted-by":"publisher","first-page":"2149","DOI":"10.1109\/TSG.2016.2517211","volume":"8","author":"F Ruelens","year":"2017","unstructured":"Ruelens, F., Claessens, B.J., Vandael, S., Schutter, B.D., Babu\u0161ka, R., Belmans, R.: Residential demand response of thermostatically controlled loads using batch reinforcement learning. IEEE Trans. Smart Grid 8(5), 2149\u20132159 (2017)","journal-title":"IEEE Trans. Smart Grid"},{"issue":"2","key":"8_CR18","doi-asserted-by":"publisher","first-page":"769","DOI":"10.1109\/TSG.2013.2290084","volume":"5","author":"SA Pourmousavi","year":"2014","unstructured":"Pourmousavi, S.A., Patrick, S.N., Nehrir, M.H.: Real-time demand response through aggregate electric water heaters for load shifting and balancing wind generation. IEEE Trans. Smart Grid 5(2), 769\u2013778 (2014)","journal-title":"IEEE Trans. Smart Grid"},{"issue":"3","key":"8_CR19","doi-asserted-by":"publisher","first-page":"1005","DOI":"10.1109\/TII.2016.2543145","volume":"12","author":"A Jindal","year":"2016","unstructured":"Jindal, A., Dua, A., Kaur, K., Singh, M., Kumar, N., Mishra, S.: Decision tree and SVM-based data analytics for theft detection in smart grid. IEEE Trans. Ind. Informat. 12(3), 1005\u20131016 (2016)","journal-title":"IEEE Trans. Ind. Informat."},{"issue":"4","key":"8_CR20","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1002\/bltj.21650","volume":"18","author":"P Mirowski","year":"2014","unstructured":"Mirowski, P., Chen, S., Ho, T.K., Yu, C.-N.: Demand forecasting in smart grids. Bell Labs Tech. J. 18(4), 135\u2013158 (2014)","journal-title":"Bell Labs Tech. J."},{"key":"8_CR21","unstructured":"Wijaya, T.K., Vasirani, M., Humeau, S., Aberer, K.: Cluster-based aggregate forecasting for residential electricity demand using smart meter data. In: IEEE International Conference on Big Data (Big Data)"},{"issue":"6","key":"8_CR22","doi-asserted-by":"publisher","first-page":"639","DOI":"10.1049\/iet-rpg.2017.0330","volume":"12","author":"J Yang","year":"2018","unstructured":"Yang, J., Liu, J., Fang, Z., Liu, W.: Electricity scheduling strategy for home energy management system with renewable energy and battery storage: a case study. IET Renew. Power Gener. 12(6), 639\u2013648 (2018)","journal-title":"IET Renew. Power Gener."},{"key":"8_CR23","unstructured":"Merrikh-Bayat, F.: A numerical optimization algorithm inspired by the strawberry plant, arXiv preprint \n                    arXiv:1407.7399\n                    \n                   (2014)"},{"key":"8_CR24","unstructured":"Waterloo North Hydro Inc. Residential Charges and Rates. Accessed 20 May 2016. \n                    https:\/\/www.wnhydro.com\/en\/yourhome\/time-of-use-rates.asp"}],"container-title":["Advances in Intelligent Systems and Computing","Web, Artificial Intelligence and Network Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-15035-8_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,18]],"date-time":"2019-05-18T02:44:00Z","timestamp":1558147440000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-15035-8_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030150341","9783030150358"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-15035-8_8","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"value":"2194-5357","type":"print"},{"value":"2194-5365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"15 March 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"WAINA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Workshops of  the International Conference on Advanced Information Networking and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Matsue","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Japan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 March 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 March 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"33","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"waina2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/voyager.ce.fit.ac.jp\/conf\/aina\/2019\/workshops.php","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}