{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,13]],"date-time":"2025-09-13T16:10:27Z","timestamp":1757779827059,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030522452"},{"type":"electronic","value":"9783030522469"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","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":[[2020]]},"DOI":"10.1007\/978-3-030-52246-9_11","type":"book-chapter","created":{"date-parts":[[2020,7,3]],"date-time":"2020-07-03T11:03:49Z","timestamp":1593774229000},"page":"155-168","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["A Q-Learning Based Maximum Power Point Tracking for PV Array Under Partial Shading Condition"],"prefix":"10.1007","author":[{"given":"Roy Chaoming","family":"Hsu","sequence":"first","affiliation":[]},{"given":"Wen-Yen","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Yu-Pi","family":"Lin","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,7,4]]},"reference":[{"key":"11_CR1","unstructured":"Singh, P.O.: Modeling of photovoltaic arrays under shading patterns with reconfigurable switching and bypass diodes. The University of Toledo Digital Repository, Paper 723 (2011)"},{"issue":"3","key":"11_CR2","doi-asserted-by":"publisher","first-page":"443","DOI":"10.1016\/S0960-1481(03)00126-5","volume":"29","author":"ABG Bahgata","year":"2004","unstructured":"Bahgata, A.B.G., Helwab, N.H., Ahmad, G.E., Shenawy, E.T.E.: Estimation of the maximum power and normal operating power of a photovoltaic module by neural networks. J. Renew. Energy 29(3), 443\u2013457 (2004)","journal-title":"J. Renew. Energy"},{"issue":"4","key":"11_CR3","doi-asserted-by":"publisher","first-page":"963","DOI":"10.1109\/TPEL.2005.850975","volume":"20","author":"N Femia","year":"2005","unstructured":"Femia, N., Petrone, G., Spagnuolo, G., Vitelli, M.: Optimization of perturb and observe maximum power point tracking method. IEEE Trans. Power Electron. 20(4), 963\u2013973 (2005)","journal-title":"IEEE Trans. Power Electron."},{"issue":"8","key":"11_CR4","doi-asserted-by":"publisher","first-page":"1257","DOI":"10.1016\/j.renene.2004.09.011","volume":"30","author":"ABG Bahgata","year":"2005","unstructured":"Bahgata, A.B.G., Helwab, N.H., Ahmad, G.E., Shenawy, E.T.E.: Maximum power point traking controller for PV systems using neural networks. J. Renew. Eneygy 30(8), 1257\u20131268 (2005)","journal-title":"J. Renew. Eneygy"},{"issue":"2","key":"11_CR5","doi-asserted-by":"publisher","first-page":"439","DOI":"10.1109\/TEC.2006.874230","volume":"22","author":"T Esram","year":"2007","unstructured":"Esram, T., Chapman, P.L.: Comparison of photovoltaic array maximum power point tracking techniques. IEEE Trans. Energy Convers. 22(2), 439\u2013449 (2007)","journal-title":"IEEE Trans. Energy Convers."},{"issue":"18\u201319","key":"11_CR6","doi-asserted-by":"publisher","first-page":"2975","DOI":"10.1016\/j.solmat.2006.06.050","volume":"90","author":"K Kobayashi","year":"2006","unstructured":"Kobayashi, K., Takano, I., Sawada, Y.: A study of a two stage maximum power point tracking control of a photovoltaic system under partially shaded insolation conditions. Sol. Energy Mater. Sol. Cells 90(18\u201319), 2975\u20132988 (2006)","journal-title":"Sol. Energy Mater. Sol. Cells"},{"key":"11_CR7","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1613\/jair.301","volume":"4","author":"LP Kaelbling","year":"1996","unstructured":"Kaelbling, L.P., Littman, M.L., Moore, A.W.: Reinforcement learning: a survey. J. Artif. Intell. Res. 4, 237\u2013285 (1996)","journal-title":"J. Artif. Intell. Res."},{"key":"11_CR8","volume-title":"Reinforcement Learning: An Introduction","author":"RS Sutton","year":"1998","unstructured":"Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction. MIT Press, Cambridge (1998)"},{"key":"11_CR9","unstructured":"Zhan, Z., Wang, Q., Chen, X.: Reinforcement learning model, algorithms and its application (2011)"},{"key":"11_CR10","doi-asserted-by":"crossref","unstructured":"Rodrigues Gomes, E., Kowalczyk, R.: Dynamic analysis of multiagent Q-learning with \u03b5-greedy exploration. In: ICML 09 Proceedings of the 26th Annual International Conference on Machine Learning (2009)","DOI":"10.1145\/1553374.1553422"},{"key":"11_CR11","unstructured":"Hinton, G.E., Salakhutdinov, R.R.: Replicated softmax: an undirected topic model (2009)"},{"key":"11_CR12","unstructured":"Herrmann, W., Wiesner, W., Vaassen, W.: Hot spot investigations on PV modules-new concepts for test standard and consequences for module design with respect to bypass diodes. In: IEEE PV Specialists Conference, pp. 1129\u20131132 (1997)"},{"key":"11_CR13","doi-asserted-by":"crossref","unstructured":"Hsieh, H.-I., Wang, H., Liu, C.-T., Chen, W.-Y., Hsu, R.C.: A reinforcement learning based maximum power point tracking method for photovoltaic array. Int. J. Photoenergy 2015 (2015)","DOI":"10.1155\/2015\/496401"},{"key":"11_CR14","first-page":"49","volume":"21","author":"G Walker","year":"2001","unstructured":"Walker, G.: Evaluating MPPT converter topologies using a MATLAB PV model. J. Electr. Electron. Eng. 21, 49\u201355 (2001)","journal-title":"J. Electr. Electron. Eng."}],"container-title":["Advances in Intelligent Systems and Computing","Intelligent Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-52246-9_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,7,3]],"date-time":"2020-07-03T23:40:17Z","timestamp":1593819617000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-52246-9_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030522452","9783030522469"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-52246-9_11","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"4 July 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Science and Information Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"London","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 July 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 July 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"sai2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/saiconference.com\/Computing","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}