{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T08:42:53Z","timestamp":1761986573901,"version":"3.40.3"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031477201"},{"type":"electronic","value":"9783031477218"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-47721-8_5","type":"book-chapter","created":{"date-parts":[[2024,1,9]],"date-time":"2024-01-09T10:02:32Z","timestamp":1704794552000},"page":"75-83","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["POWOP: Weather-Based Power Outage Prediction"],"prefix":"10.1007","author":[{"given":"Natalie","family":"Gdanitz","sequence":"first","affiliation":[]},{"given":"Lotfy H. Abdel","family":"Khaliq","sequence":"additional","affiliation":[]},{"given":"Agbodzea Pascal","family":"Ahiagble","sequence":"additional","affiliation":[]},{"given":"Sabine","family":"Janzen","sequence":"additional","affiliation":[]},{"given":"Wolfgang","family":"Maass","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,1,10]]},"reference":[{"key":"5_CR1","unstructured":"Ahadu, E.: The effect of electric blackout on the operation and productivity of small manufacturing enterprises. IJRRIS 6, 11\u201321 (2019)"},{"key":"5_CR2","unstructured":"Ahmed, I., Baddeley, M., Coffman, D., Meikle, J., Oseni, M., Sianjase, G.: The Cost of Power Outages to Zambia\u2019s Manufacturing Firms (2019)"},{"key":"5_CR3","doi-asserted-by":"crossref","unstructured":"Bialek, J.: What does the gb power outage on 9 august 2019 tell us about the current state of decarbonised power systems? Energy Policy 146, 111821 (2020)","DOI":"10.1016\/j.enpol.2020.111821"},{"key":"5_CR4","unstructured":"Statistisches Bundesamt. Energieerzeugung (2022). https:\/\/www.destatis.de\/DE\/Themen\/Branchen-Unternehmen\/Energie\/Erzeugung\/_inhalt.html. Accessed 28 Oct 2022"},{"key":"5_CR5","doi-asserted-by":"crossref","unstructured":"Cerrai, D., Wanik, D.W., Bhuiyan, M.A.E., Zhang, X., Yang, J., Frediani, M.E., Anagnostou, E.N.: Predicting storm outages through new representations of weather and vegetation. IEEE Access 7, 29639\u201329654 (2019)","DOI":"10.1109\/ACCESS.2019.2902558"},{"key":"5_CR6","doi-asserted-by":"crossref","unstructured":"Chen, T., Guestrin, C.: XGBoost. In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM (2016)","DOI":"10.1145\/2939672.2939785"},{"key":"5_CR7","doi-asserted-by":"crossref","unstructured":"Cissokho, L.: The productivity cost of power outages for manufacturing small and medium enterprises in senegal. J. Ind. Bus. Econ. 46(4), 499\u2013521 (2019)","DOI":"10.1007\/s40812-019-00128-8"},{"key":"5_CR8","unstructured":"Janzen, S., Gdanitz, N., Abdel Khaliq, L., Munir, T., Franzius, C., Maass, W.: Anticipating energy-driven crises in process industry by ai-based scenario planning. HICSS (2023)"},{"key":"5_CR9","doi-asserted-by":"crossref","unstructured":"Kim, J., Kim, T., Lee, J., Ham, K.S.: Predicting 24-hours ahead photovoltaic power output using forecast information. In: Proceedings of the 34th ACM\/SIGAPP Symposium on Applied Computing, pp. 1462\u20131464 (2019)","DOI":"10.1145\/3297280.3297593"},{"key":"5_CR10","doi-asserted-by":"crossref","unstructured":"Lambert, L.A., Tayah, J., Lee-Schmid, C., Abdalla, M., Abdallah, I., Ali, A.H., Esmail, S., Ahmed, W.: The eu\u2019s natural gas cold war and diversification challenges. Energ. Strat. Rev. 43, 100934 (2022)","DOI":"10.1016\/j.esr.2022.100934"},{"key":"5_CR11","doi-asserted-by":"crossref","unstructured":"Li, T., Eremia, M., Shahidehpour, M.: Interdependency of natural gas network and power system security. IEEE Trans. Power Syst. 23(4), 1817\u20131824 (2008)","DOI":"10.1109\/TPWRS.2008.2004739"},{"key":"5_CR12","doi-asserted-by":"crossref","unstructured":"Mills, A., Ahlstrom, M., Brower, M., Ellis, A., George, R., Hoff, T., Kroposki, B., Lenox, C., Miller, N., Milligan, M., et al.: Dark shadows. IEEE Power Energ. Mag. 9(3), 33\u201341 (2011)","DOI":"10.1109\/MPE.2011.940575"},{"issue":"6","key":"5_CR13","doi-asserted-by":"publisher","first-page":"455","DOI":"10.1016\/S0142-0615(99)00007-1","volume":"21","author":"M Moghavvemi","year":"1999","unstructured":"Moghavvemi, M., Faruque, M.: Power system security and voltage collapse: a line outage based indicator for prediction. Int. J. Electr. Power Energy Syst. 21(6), 455\u2013461 (1999)","journal-title":"Int. J. Electr. Power Energy Syst."},{"key":"5_CR14","unstructured":"Netztransparenz. Sonderanalysen Winter 2022\/2023 (2022). https:\/\/www.netztransparenz.de\/weitere-veroeffentlichungen\/sonderanalysen-winter-2022-2023. Accessed 28 Oct 2022"},{"key":"5_CR15","doi-asserted-by":"crossref","unstructured":"Orsato, R.J., Barakat, S.R., de Campos, J.G.F.: Organizational adaptation to climate change: learning to anticipate energy disruptions. Int. J. Clim. Chang. Strat. Manag. (2017)","DOI":"10.1108\/IJCCSM-09-2016-0146"},{"key":"5_CR16","doi-asserted-by":"crossref","unstructured":"Owerko, D., Gama, F., Ribeiro, A.: Predicting power outages using graph neural networks. In: 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP), pp. 743\u2013747. IEEE (2018)","DOI":"10.1109\/GlobalSIP.2018.8646486"},{"key":"5_CR17","doi-asserted-by":"crossref","unstructured":"Saidi, A.Y.N., Ramli, N.A., Muhammad, N., Awalin, L.J.: Power outage prediction by using logistic regression and decision tree. J. Phys.: Conf. Ser. 1988, 012039 (2021). IOP Publishing","DOI":"10.1088\/1742-6596\/1988\/1\/012039"},{"key":"5_CR18","doi-asserted-by":"crossref","unstructured":"Tervo, R., L\u00e1ng, I., Jung, A., M\u00e4kel\u00e4, A.: Predicting power outages caused by extratropical storms. Nat. Hazard. 21(2), 607\u2013627 (2021)","DOI":"10.5194\/nhess-21-607-2021"},{"key":"5_CR19","doi-asserted-by":"crossref","unstructured":"Watson, P.L., Koukoula, M., Anagnostou, E.: Influence of the characteristics of weather information in a thunderstorm-related power outage prediction system. Forecasting 3(3), 541\u2013560 (2021)","DOI":"10.3390\/forecast3030034"},{"key":"5_CR20","doi-asserted-by":"crossref","unstructured":"Watson, P.L., Spaulding, A., Koukoula, M., Anagnostou, E.: Improved quantitative prediction of power outages caused by extreme weather events. Weather. Clim. Extrem. 37, 100487 (2022)","DOI":"10.1016\/j.wace.2022.100487"},{"key":"5_CR21","doi-asserted-by":"crossref","unstructured":"Zhang, X., Shahidehpour, M., Alabdulwahab, A., Abusorrah, A.: Hourly electricity demand response in the stochastic day-ahead scheduling of coordinated electricity and natural gas networks. IEEE Trans. Power Syst. 31(1), 592\u2013601 (2015)","DOI":"10.1109\/TPWRS.2015.2390632"}],"container-title":["Lecture Notes in Networks and Systems","Intelligent Systems and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-47721-8_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T22:11:12Z","timestamp":1706825472000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-47721-8_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031477201","9783031477218"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-47721-8_5","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"10 January 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}