{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,19]],"date-time":"2026-03-19T19:25:43Z","timestamp":1773948343473,"version":"3.50.1"},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2023,1,12]],"date-time":"2023-01-12T00:00:00Z","timestamp":1673481600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,12]],"date-time":"2023-01-12T00:00:00Z","timestamp":1673481600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100004663","name":"Ministry of Science and Technology, Taiwan","doi-asserted-by":"publisher","award":["111-2636-E-011-004"],"award-info":[{"award-number":["111-2636-E-011-004"]}],"id":[{"id":"10.13039\/501100004663","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007530","name":"National Taiwan University of Science and Technology","doi-asserted-by":"publisher","award":["NTUST- DROXO TECH- No. 10050"],"award-info":[{"award-number":["NTUST- DROXO TECH- No. 10050"]}],"id":[{"id":"10.13039\/501100007530","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Ann Oper Res"],"published-print":{"date-parts":[[2023,3]]},"DOI":"10.1007\/s10479-023-05164-1","type":"journal-article","created":{"date-parts":[[2023,1,12]],"date-time":"2023-01-12T10:03:15Z","timestamp":1673517795000},"page":"991-1011","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Electricity pricing, capacity, and predictive maintenance considering reliability"],"prefix":"10.1007","volume":"322","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5058-8728","authenticated-orcid":false,"given":"Yu-Chung","family":"Tsao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thuy-Linh","family":"Vu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,1,12]]},"reference":[{"key":"5164_CR1","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1016\/j.renene.2015.11.022","volume":"88","author":"H Abdollahzadeh","year":"2016","unstructured":"Abdollahzadeh, H., Atashgar, K., & Abbasi, M. (2016). Multi-objective opportunistic maintenance optimization of a wind farm considering limited number of maintenance groups. Renewable Energy, 88, 247\u2013261. https:\/\/doi.org\/10.1016\/j.renene.2015.11.022","journal-title":"Renewable Energy"},{"key":"5164_CR2","doi-asserted-by":"crossref","unstructured":"Aki, H., Oyama, T., & Tsuji, K. (2000). Analysis on the energy pricing and its reduction effect on environmental impact in urban area including DHC. In Paper presented at the 2000 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.00CH37077).","DOI":"10.1109\/PESW.2000.850094"},{"key":"5164_CR3","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-018-2920-1","author":"F Babonneau","year":"2019","unstructured":"Babonneau, F., & Haurie, A. (2019). Energy technology environment model with smart grid and robust nodal electricity prices. Annals of Operations Research. https:\/\/doi.org\/10.1007\/s10479-018-2920-1","journal-title":"Annals of Operations Research"},{"key":"5164_CR4","doi-asserted-by":"publisher","first-page":"100935","DOI":"10.1016\/j.jup.2019.100935","volume":"60","author":"F Billimoria","year":"2019","unstructured":"Billimoria, F., & Poudineh, R. (2019). Market design for resource adequacy: A reliability insurance overlay on energy-only electricity markets. Utilities Policy, 60, 100935. https:\/\/doi.org\/10.1016\/j.jup.2019.100935","journal-title":"Utilities Policy"},{"key":"5164_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.joule.2019.11.012","volume":"4","author":"S Bjarne","year":"2020","unstructured":"Bjarne, S., Martin, B., Paul, T., & Tobias, S. S. (2020). Experience curves for operations and maintenance costs of renewable energy technologies. Joule, 4, 1\u201317. https:\/\/doi.org\/10.1016\/j.joule.2019.11.012","journal-title":"Joule"},{"issue":"3","key":"5164_CR6","doi-asserted-by":"publisher","first-page":"1170","DOI":"10.1109\/TPWRS.2011.2180935","volume":"27","author":"E Celebi","year":"2012","unstructured":"Celebi, E., & Fuller, J. D. (2012). Time-of-use pricing in electricity markets under different market structures. IEEE Transactions on Power Systems, 27(3), 1170\u20131181. https:\/\/doi.org\/10.1109\/TPWRS.2011.2180935","journal-title":"IEEE Transactions on Power Systems"},{"issue":"1","key":"5164_CR7","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1016\/j.tej.2009.12.007","volume":"23","author":"H-P Chao","year":"2010","unstructured":"Chao, H.-P. (2010). Price-responsive demand management for a smart grid world. The Electricity Journal, 23(1), 7\u201320. https:\/\/doi.org\/10.1016\/j.tej.2009.12.007","journal-title":"The Electricity Journal"},{"key":"5164_CR8","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1016\/j.renene.2012.02.030","volume":"45","author":"F Ding","year":"2012","unstructured":"Ding, F., & Tian, Z. (2012). Opportunistic maintenance for wind farms considering multi-level imperfect maintenance thresholds. Renewable Energy, 45, 175\u2013182. https:\/\/doi.org\/10.1016\/j.renene.2012.02.030","journal-title":"Renewable Energy"},{"key":"5164_CR9","doi-asserted-by":"publisher","first-page":"843","DOI":"10.1016\/j.renene.2017.07.017","volume":"114","author":"A Erguido","year":"2017","unstructured":"Erguido, A., Crespo M\u00e1rquez, A., Castellano, E., & G\u00f3mez Fern\u00e1ndez, J. F. (2017). A dynamic opportunistic maintenance model to maximize energy-based availability while reducing the life cycle cost of wind farms. Renewable Energy, 114, 843\u2013856. https:\/\/doi.org\/10.1016\/j.renene.2017.07.017","journal-title":"Renewable Energy"},{"key":"5164_CR10","doi-asserted-by":"publisher","first-page":"336","DOI":"10.1016\/j.renene.2016.07.016","volume":"99","author":"G Fernandes","year":"2016","unstructured":"Fernandes, G., Gomes, L., Vasconcelos, G., & Brand\u00e3o, L. (2016). Mitigating wind exposure with zero-cost collar insurance. Renewable Energy, 99, 336\u2013346. https:\/\/doi.org\/10.1016\/j.renene.2016.07.016","journal-title":"Renewable Energy"},{"key":"5164_CR11","doi-asserted-by":"crossref","unstructured":"Filho, J. C. R., Affonso, C. M., & Oliveira, R. C. L. (2009). Pricing analysis in the Brazilian energy market: A decision tree approach. In Paper presented at the 2009 IEEE Bucharest PowerTech.","DOI":"10.1109\/PTC.2009.5282272"},{"issue":"9","key":"5164_CR12","doi-asserted-by":"publisher","first-page":"1718","DOI":"10.1016\/j.conbuildmat.2010.02.017","volume":"24","author":"I Flores-Colen","year":"2010","unstructured":"Flores-Colen, I., & de Brito, J. (2010). A systematic approach for maintenance budgeting of buildings fa\u00e7ades based on predictive and preventive strategies. Construction and Building Materials, 24(9), 1718\u20131729. https:\/\/doi.org\/10.1016\/j.conbuildmat.2010.02.017","journal-title":"Construction and Building Materials"},{"key":"5164_CR13","doi-asserted-by":"crossref","unstructured":"Glower, J. S., & Enz, J. (1996). Pricing the variance of wind energy. In Paper presented at the Proceedings of the 39th Midwest Symposium on Circuits and Systems.","DOI":"10.1109\/MWSCAS.1996.592907"},{"key":"5164_CR14","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2016.2576","author":"A G\u00fcrhan K\u00f6k","year":"2016","unstructured":"G\u00fcrhan K\u00f6k, A., Kevin, S., & Y\u00fccel, \u015e. (2016). Impact of electricity pricing policies on renewable energy investments and carbon emissions. Management Science. https:\/\/doi.org\/10.1287\/mnsc.2016.2576","journal-title":"Management Science"},{"issue":"6","key":"5164_CR15","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1016\/j.gloei.2020.01.008","volume":"2","author":"X Han","year":"2019","unstructured":"Han, X., Zhang, G., Xie, Y., Yin, J., Zhou, H., Yang, Y., & Bai, W. (2019). Weather index insurance for wind energy. Global Energy Interconnection, 2(6), 541\u2013548. https:\/\/doi.org\/10.1016\/j.gloei.2020.01.008","journal-title":"Global Energy Interconnection"},{"key":"5164_CR16","unstructured":"IRENA (2019). Renewable energy power generation costs in 2018. InternationalRenewable Energy Agency."},{"issue":"4","key":"5164_CR17","doi-asserted-by":"publisher","first-page":"882","DOI":"10.1016\/j.eneco.2012.04.005","volume":"34","author":"I Iskin","year":"2012","unstructured":"Iskin, I., Daim, T., Kayakutlu, G., & Altuntas, M. (2012). Exploring renewable energy pricing with analytic network process\u2014Comparing a developed and a developing economy. Energy Economics, 34(4), 882\u2013891. https:\/\/doi.org\/10.1016\/j.eneco.2012.04.005","journal-title":"Energy Economics"},{"key":"5164_CR18","doi-asserted-by":"publisher","first-page":"1069","DOI":"10.1016\/j.rser.2014.07.048","volume":"38","author":"X Jin","year":"2014","unstructured":"Jin, X., Zhang, Z., Shi, X., & Ju, W. (2014). A review on wind power industry and corresponding insurance market in China: Current status and challenges. Renewable and Sustainable Energy Reviews, 38, 1069\u20131082. https:\/\/doi.org\/10.1016\/j.rser.2014.07.048","journal-title":"Renewable and Sustainable Energy Reviews"},{"key":"5164_CR19","doi-asserted-by":"publisher","DOI":"10.1177\/0958305X18802765","author":"V Khare","year":"2019","unstructured":"Khare, V., Nema, S., & Baredar, P. (2019). Reliability analysis of hybrid renewable energy system by fault tree analysis. Energy & Environment. https:\/\/doi.org\/10.1177\/0958305X18802765","journal-title":"Energy & Environment"},{"key":"5164_CR20","doi-asserted-by":"crossref","unstructured":"Kian, A., & Keyhani, A. (2001). Stochastic price modeling of electricity in deregulated energy markets. In Paper presented at the Proceedings of the 34th Annual Hawaii International Conference on System Sciences.","DOI":"10.1109\/HICSS.2001.926292"},{"key":"5164_CR21","volume-title":"China wind power report 2013","author":"J Li","year":"2013","unstructured":"Li, J. (2013). China wind power report 2013. China Environmental Science Press."},{"issue":"23","key":"5164_CR22","doi-asserted-by":"publisher","first-page":"6930","DOI":"10.1080\/00207543.2011.638939","volume":"50","author":"YK Lin","year":"2012","unstructured":"Lin, Y. K., & Chang, P. C. (2012). System reliability of a manufacturing network with reworking action and different failure rates. International Journal of Production Research, 50(23), 6930\u20136944. https:\/\/doi.org\/10.1080\/00207543.2011.638939","journal-title":"International Journal of Production Research"},{"key":"5164_CR23","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/j.ress.2013.04.007","volume":"118","author":"Y-K Lin","year":"2013","unstructured":"Lin, Y.-K., Huang, C. F., & Chang, P. C. (2013). System reliability evaluation of a touch panel manufacturing system with defect rate and reworking. Reliability Engineering & System Safety, 118, 51\u201360. https:\/\/doi.org\/10.1016\/j.ress.2013.04.007","journal-title":"Reliability Engineering & System Safety"},{"issue":"4","key":"5164_CR24","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1080\/21681015.2021.1974963","volume":"39","author":"YW Liu","year":"2022","unstructured":"Liu, Y. W., Li, L. L., Tseng, M. L., Lim, M. K., & Helmi Ali, M. (2022). Optimal scheduling of combined cooling, heating, and power microgrid based on a hybrid gray wolf optimizer. Journal of Industrial and Production Engineering, 39(4), 277\u2013292. https:\/\/doi.org\/10.1080\/21681015.2021.1974963","journal-title":"Journal of Industrial and Production Engineering"},{"key":"5164_CR25","unstructured":"Malliaris, M. E., & Malliaris, S. G. (2005). Forecasting energy product prices. In Paper presented at the Proceedings. 2005 IEEE International Joint Conference on Neural Networks"},{"key":"5164_CR26","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/j.rser.2016.07.071","volume":"66","author":"A M\u00e9rigaud","year":"2016","unstructured":"M\u00e9rigaud, A., & Ringwood, J. V. (2016). Condition-based maintenance methods for marine renewable energy. Renewable and Sustainable Energy Reviews, 66, 53\u201378. https:\/\/doi.org\/10.1016\/j.rser.2016.07.071","journal-title":"Renewable and Sustainable Energy Reviews"},{"key":"5164_CR27","volume-title":"Insurance principles and practices","author":"MN Mishra","year":"2008","unstructured":"Mishra, M. N., & Mishra, S. B. (2008). Insurance principles and practices. New Dehli: S. Chang Limited."},{"key":"5164_CR28","doi-asserted-by":"publisher","first-page":"677","DOI":"10.1016\/j.jclepro.2016.08.083","volume":"139","author":"PY Nie","year":"2016","unstructured":"Nie, P. Y., Chen, Y. H., Yang, Y. C., & Wang, X. H. (2016). Subsidies in carbon finance for promoting renewable energy development. Journal of Cleaner Production, 139, 677\u2013684. https:\/\/doi.org\/10.1016\/j.jclepro.2016.08.083","journal-title":"Journal of Cleaner Production"},{"key":"5164_CR29","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1016\/j.renene.2015.03.023","volume":"81","author":"FA Olivencia Polo","year":"2015","unstructured":"Olivencia Polo, F. A., Ferrero Bermejo, J., G\u00f3mez Fern\u00e1ndez, J. F., & Crespo M\u00e1rquez, A. (2015). Failure mode prediction and energy forecasting of PV plants to assist dynamic maintenance tasks by ANN based models. Renewable Energy, 81, 227\u2013238. https:\/\/doi.org\/10.1016\/j.renene.2015.03.023","journal-title":"Renewable Energy"},{"key":"5164_CR30","doi-asserted-by":"crossref","unstructured":"Pecoraro, G., Favuzza, S., Ippolito, M. G., Galioto, G., Sanseverino, E. R., Telaretti, E., & Zizzo, G. (2015). Optimal pricing strategies in real-time electricity pricing environments: An Italian case study. In Paper presented at the 2015 International Conference on Clean Electrical Power (ICCEP).","DOI":"10.1109\/ICCEP.2015.7177651"},{"key":"5164_CR31","doi-asserted-by":"publisher","first-page":"676","DOI":"10.1016\/j.energy.2013.07.020","volume":"59","author":"OD Rubin","year":"2013","unstructured":"Rubin, O. D., & Babcock, B. A. (2013). The impact of expansion of wind power capacity and pricing methods on the efficiency of deregulated electricity markets. Energy, 59, 676\u2013688. https:\/\/doi.org\/10.1016\/j.energy.2013.07.020","journal-title":"Energy"},{"key":"5164_CR32","doi-asserted-by":"publisher","first-page":"577","DOI":"10.1016\/j.energy.2018.02.066","volume":"149","author":"E Shayesteh","year":"2018","unstructured":"Shayesteh, E., Yu, J., & Hilber, P. (2018). Maintenance optimization of power systems with renewable energy sources integrated. Energy, 149, 577\u2013586. https:\/\/doi.org\/10.1016\/j.energy.2018.02.066","journal-title":"Energy"},{"issue":"5","key":"5164_CR33","doi-asserted-by":"publisher","first-page":"1502","DOI":"10.1016\/j.renene.2010.10.028","volume":"36","author":"Z Tian","year":"2011","unstructured":"Tian, Z., Jin, T., Wu, B., & Ding, F. (2011). Condition based maintenance optimization for wind power generation systems under continuous monitoring. Renewable Energy, 36(5), 1502\u20131509. https:\/\/doi.org\/10.1016\/j.renene.2010.10.028","journal-title":"Renewable Energy"},{"key":"5164_CR34","unstructured":"TPC Taiwan Power Company (2019) Taiwan Power Company rate schedule. https:\/\/www.taipower.com.tw\/en\/page.aspx?mid=317 (Accessed 2020)"},{"key":"5164_CR35","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1016\/j.eneco.2019.04.022","volume":"81","author":"Y-C Tsao","year":"2019","unstructured":"Tsao, Y.-C., & Vu, T.-L. (2019). Power supply chain network design problem for smart grid considering differential pricing and buy-back policies. Energy Economics, 81, 493\u2013502. https:\/\/doi.org\/10.1016\/j.eneco.2019.04.022","journal-title":"Energy Economics"},{"key":"5164_CR36","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1016\/j.jclepro.2017.01.145","volume":"148","author":"C Wang","year":"2017","unstructured":"Wang, C., Nie, P.-Y., Peng, D.-H., & Li, Z.-H. (2017). Green insurance subsidy for promoting clean production innovation. Journal of Cleaner Production, 148, 111\u2013117. https:\/\/doi.org\/10.1016\/j.jclepro.2017.01.145","journal-title":"Journal of Cleaner Production"},{"key":"5164_CR37","doi-asserted-by":"crossref","unstructured":"WBG World Bank Group (2019).\u00a0State and Trends of Carbon Pricing 2019. Washington, DC: World Bank. \u00a9 World Bank. https:\/\/openknowledge.worldbank.org\/handle\/10986\/31755 License: CC BY 3.0 IGO\u201d.","DOI":"10.1596\/978-1-4648-1435-8"},{"issue":"3","key":"5164_CR38","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1080\/21681015.2021.1972478","volume":"39","author":"S Wenzhi","year":"2022","unstructured":"Wenzhi, S., Zhang, H., Tseng, M. L., Weipeng, Z., & Xinyang, L. (2022). Hierarchical energy optimization management of active distribution network with multi-microgrid system. Journal of Industrial and Production Engineering, 39(3), 210\u2013229. https:\/\/doi.org\/10.1080\/21681015.2021.1972478","journal-title":"Journal of Industrial and Production Engineering"},{"key":"5164_CR39","unstructured":"Wiggelinkhuizen, E. J. Verbruggen, T. W. Braam, H. Rademakers, L. Xiang, J.. Watson, S Giebel, G. Norton, E. Tiplucia, M. C. MacLean, A. Christensen, A. J. Becker, E. & Scheffler, D. CONMOW: Condition monitoring for offshore wind farms, European Wind Energy Conference and Exhibition, Milan, Italy, 2007."},{"key":"5164_CR40","doi-asserted-by":"publisher","first-page":"606","DOI":"10.1016\/j.renene.2015.12.007","volume":"89","author":"H Yang","year":"2016","unstructured":"Yang, H., Qiu, J., Meng, K., Zhao, J. H., Dong, Z. Y., & Lai, M. (2016). Insurance strategy for mitigating power system operational risk introduced by wind power forecasting uncertainty. Renewable Energy, 89, 606\u2013615. https:\/\/doi.org\/10.1016\/j.renene.2015.12.007","journal-title":"Renewable Energy"},{"key":"5164_CR41","doi-asserted-by":"publisher","first-page":"606","DOI":"10.1016\/j.renene.2016.10.072","volume":"103","author":"C Zhang","year":"2017","unstructured":"Zhang, C., Gao, W., Guo, S., Li, Y., & Yang, T. (2017). Opportunistic maintenance for wind turbines considering imperfect, reliability-based maintenance. Renewable Energy, 103, 606\u2013612. https:\/\/doi.org\/10.1016\/j.renene.2016.10.072","journal-title":"Renewable Energy"},{"key":"5164_CR42","doi-asserted-by":"publisher","first-page":"703","DOI":"10.1016\/j.renene.2018.10.076","volume":"133","author":"C Zhang","year":"2019","unstructured":"Zhang, C., Gao, W., Yang, T., & Guo, S. (2019). Opportunistic maintenance strategy for wind turbines considering weather conditions and spare parts inventory management. Renewable Energy, 133, 703\u2013711. https:\/\/doi.org\/10.1016\/j.renene.2018.10.076","journal-title":"Renewable Energy"}],"container-title":["Annals of Operations Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-023-05164-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10479-023-05164-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-023-05164-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,3,6]],"date-time":"2023-03-06T10:42:25Z","timestamp":1678099345000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10479-023-05164-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1,12]]},"references-count":42,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2023,3]]}},"alternative-id":["5164"],"URL":"https:\/\/doi.org\/10.1007\/s10479-023-05164-1","relation":{},"ISSN":["0254-5330","1572-9338"],"issn-type":[{"value":"0254-5330","type":"print"},{"value":"1572-9338","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,1,12]]},"assertion":[{"value":"4 January 2023","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 January 2023","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}