{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:38:13Z","timestamp":1742913493792,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030150341"},{"type":"electronic","value":"9783030150358"}],"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_110","type":"book-chapter","created":{"date-parts":[[2019,3,14]],"date-time":"2019-03-14T08:30:46Z","timestamp":1552552246000},"page":"1145-1156","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Electricity Price Prediction by Enhanced Combination of Autoregression Moving Average and Kernal Extreme Learing Machine"],"prefix":"10.1007","author":[{"given":"Sahibzada Muhammad","family":"Shuja","sequence":"first","affiliation":[]},{"given":"Nadeem","family":"Javaid","sequence":"additional","affiliation":[]},{"given":"Sajjad","family":"Khan","sequence":"additional","affiliation":[]},{"given":"Umair","family":"Sarfraz","sequence":"additional","affiliation":[]},{"given":"Syed Hamza","family":"Ali","sequence":"additional","affiliation":[]},{"given":"Muhammad","family":"Taha","sequence":"additional","affiliation":[]},{"given":"Tahir","family":"Mehmood","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,3,15]]},"reference":[{"key":"110_CR1","doi-asserted-by":"crossref","unstructured":"Cerjan, M., Krzelj, I., Vidak, M., Delimar, M.: A literature review with statistical analysis of electricity price forecasting methods. In: 2013 IEEE EUROCON, pp. 756\u2013763. IEEE (2013)","DOI":"10.1109\/EUROCON.2013.6625068"},{"key":"110_CR2","doi-asserted-by":"publisher","first-page":"1030","DOI":"10.1016\/j.ijforecast.2014.08.008","volume":"30","author":"R Weron","year":"2014","unstructured":"Weron, R.: Electricity price forecasting: a review of the state-of-the-art with a look into the future. Int. J. Forecast. 30, 1030\u20131081 (2014)","journal-title":"Int. J. Forecast."},{"key":"110_CR3","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1109\/MSP.2012.2186531","volume":"29","author":"S-C Chan","year":"2012","unstructured":"Chan, S.-C., Tsui, K.M., Wu, H., Hou, Y., Wu, Y.-C., Wu, F.F.: Load\/price forecasting and managing demand response for smart grids: methodologies and challenges. IEEE Signal Process. Mag. 29, 68\u201385 (2012)","journal-title":"IEEE Signal Process. Mag."},{"key":"110_CR4","unstructured":"Huang, G.-B., Zhu, Q.-Y., Siew, C.-K.: Extreme learning machine: a new learning scheme of feedforward neural networks. In: 2004 Proceedings 2004 IEEE International Joint Conference on Neural Networks, pp. 985\u2013990. IEEE (2004)"},{"key":"110_CR5","doi-asserted-by":"publisher","first-page":"386","DOI":"10.1016\/j.apenergy.2018.02.069","volume":"221","author":"J Lago","year":"2018","unstructured":"Lago, J., De Ridder, F., De Schutter, B.: Forecasting spot electricity prices: deep learning approaches and empirical comparison of traditional algorithms. Appl. Energy 221, 386\u2013405 (2018)","journal-title":"Appl. Energy"},{"key":"110_CR6","doi-asserted-by":"publisher","first-page":"890","DOI":"10.1016\/j.apenergy.2017.11.098","volume":"211","author":"J Lago","year":"2018","unstructured":"Lago, J., De Ridder, F., Vrancx, P., De Schutter, B.: Forecasting day-ahead electricity prices in Europe: the importance of considering market integration. Appl. Energy 211, 890\u2013903 (2018)","journal-title":"Appl. Energy"},{"key":"110_CR7","doi-asserted-by":"publisher","first-page":"244","DOI":"10.1016\/j.apenergy.2017.11.092","volume":"212","author":"TSA Loi","year":"2018","unstructured":"Loi, T.S.A., Le Ng, J.: Anticipating electricity prices for future needs-Implications for liberalised retail markets. Appl. Energy 212, 244\u2013264 (2018)","journal-title":"Appl. Energy"},{"key":"110_CR8","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1016\/j.apenergy.2017.10.058","volume":"210","author":"PMR Bento","year":"2018","unstructured":"Bento, P.M.R., Pombo, J.A.N., Calado, M.R.A., Mariano, S.J.P.S.: A bat optimized neural network and wavelet transform approach for short-term price forecasting. Appl. Energy 210, 88\u201397 (2018)","journal-title":"Appl. Energy"},{"key":"110_CR9","unstructured":"Shuja, S.M., Javaid, N., Rafique, M.Z.: Towards Efficient Scheduling of Smart Appliances for Energy Management by Candidate Solution Updation Algorithm (CSUA) in Smart Grid"},{"issue":"6","key":"110_CR10","doi-asserted-by":"publisher","first-page":"6612","DOI":"10.1109\/TSG.2017.2717282","volume":"9","author":"H Chitsaz","year":"2018","unstructured":"Chitsaz, H., Zamani-Dehkordi, P., Zareipour, H., Parikh, P.P.: Electricity price forecasting for operational scheduling of behind-the-meter storage systems. IEEE Trans. Smart Grid 9(6), 6612\u20136622 (2018)","journal-title":"IEEE Trans. Smart Grid"},{"key":"110_CR11","doi-asserted-by":"publisher","first-page":"9603","DOI":"10.1109\/ACCESS.2018.2805819","volume":"6","author":"P Raa","year":"2018","unstructured":"Raa, P., Vilar, J., Aneiros, G.: On the use of functional additive models for electricity demand and price prediction. IEEE Access 6, 9603\u20139613 (2018)","journal-title":"IEEE Access"},{"issue":"1","key":"110_CR12","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1109\/TLA.2018.8291461","volume":"16","author":"AY Alanis","year":"2018","unstructured":"Alanis, A.Y.: Electricity prices forecasting using artificial neural networks. IEEE Lat. Am. Trans. 16(1), 105\u2013111 (2018)","journal-title":"IEEE Lat. Am. Trans."},{"issue":"1","key":"110_CR13","doi-asserted-by":"publisher","first-page":"164","DOI":"10.3390\/en12010164","volume":"12","author":"A Ahmad","year":"2019","unstructured":"Ahmad, A., Javaid, N., Mateen, A., Awais, M., Khan, Z.: Short-term load forecasting in smart grids: an intelligent modular approach. Energies 12(1), 164 (2019)","journal-title":"Energies"},{"issue":"12","key":"110_CR14","doi-asserted-by":"publisher","first-page":"431","DOI":"10.3390\/electronics7120431","volume":"7","author":"M Khan","year":"2018","unstructured":"Khan, M., Javaid, N., Naseem, A., Ahmed, S., Riaz, M., Akbar, M., Ilahi, M.: Game theoretical demand response management and short-term load forecasting by knowledge based systems on the basis of priority index. Electronics 7(12), 431 (2018)","journal-title":"Electronics"},{"key":"110_CR15","doi-asserted-by":"publisher","first-page":"342","DOI":"10.1016\/j.rser.2015.12.282","volume":"59","author":"BP Esther","year":"2016","unstructured":"Esther, B.P., Kumar, K.S.: A survey on residential demand side management architecture, approaches, optimization models and methods. Renew. Sustain. Energy Rev. 59, 342\u2013351 (2016)","journal-title":"Renew. Sustain. Energy Rev."},{"key":"110_CR16","unstructured":"AEMO. \n                    http:\/\/www.aemo.com.au\/Electricity\/Data\/Price-and-Demand\/Aggregated-Price-and-Demand-Data-Files"},{"key":"110_CR17","first-page":"34608","volume":"71","author":"G-B Huang","year":"2008","unstructured":"Huang, G.-B., Chen, L.: Enhanced random search based incremental extreme learning machine. Neurocomputing 71, 34608 (2008)","journal-title":"Neurocomputing"},{"key":"110_CR18","volume-title":"Time Series Analysis: Forecasting and Control","author":"GE Box","year":"2011","unstructured":"Box, G.E., Jenkins, G.M., Reinsel, G.C.: Time Series Analysis: Forecasting and Control. Wiley, Hoboken (2011)"}],"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_110","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,18]],"date-time":"2019-05-18T03:00:03Z","timestamp":1558148403000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-15035-8_110"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030150341","9783030150358"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-15035-8_110","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"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"}}]}}