{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T14:08:27Z","timestamp":1774274907539,"version":"3.50.1"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2025,3,18]],"date-time":"2025-03-18T00:00:00Z","timestamp":1742256000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2025,3,18]],"date-time":"2025-03-18T00:00:00Z","timestamp":1742256000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Energy Inform"],"DOI":"10.1186\/s42162-025-00485-w","type":"journal-article","created":{"date-parts":[[2025,3,18]],"date-time":"2025-03-18T10:36:59Z","timestamp":1742294219000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Dual-layer scheduling coordination algorithm for power supply guarantee using multi-objective optimization in spot market environment"],"prefix":"10.1186","volume":"8","author":[{"given":"Xuanyuan","family":"Wang","sequence":"first","affiliation":[]},{"given":"Xu","family":"Gao","sequence":"additional","affiliation":[]},{"given":"Zhen","family":"Ji","sequence":"additional","affiliation":[]},{"given":"Wei","family":"Sun","sequence":"additional","affiliation":[]},{"given":"Bo","family":"Yan","sequence":"additional","affiliation":[]},{"given":"Bohao","family":"Sun","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,3,18]]},"reference":[{"key":"485_CR1","doi-asserted-by":"publisher","first-page":"120059","DOI":"10.1016\/j.eswa.2023.120059","volume":"224","author":"BG Magalh\u00e3es","year":"2023","unstructured":"Magalh\u00e3es BG, Bento PMR, Pombo JAN et al (2023) Spot price forecasting for best trading strategy decision support in the Iberian electricity market. Expert Syst Appl 224:120059","journal-title":"Expert Syst Appl"},{"key":"485_CR2","doi-asserted-by":"publisher","first-page":"367","DOI":"10.1016\/j.eneco.2017.11.019","volume":"69","author":"J M\u00e4rkle-Hu\u00df","year":"2018","unstructured":"M\u00e4rkle-Hu\u00df J, Feuerriegel S, Neumann D (2018) Contract durations in the electricity market: causal impact of 15 min trading on the EPEX SPOT market. Energy Econ 69:367\u2013378","journal-title":"Energy Econ"},{"key":"485_CR3","doi-asserted-by":"publisher","first-page":"112189","DOI":"10.1016\/j.rser.2022.112189","volume":"159","author":"A Yucekaya","year":"2022","unstructured":"Yucekaya A (2022) Electricity trading for coal-fired power plants in Turkish power market considering uncertainty in spot, derivatives and bilateral contract market. Renew Sustain Energy Rev 159:112189","journal-title":"Renew Sustain Energy Rev"},{"key":"485_CR4","doi-asserted-by":"publisher","first-page":"104972","DOI":"10.1016\/j.eneco.2020.104972","volume":"92","author":"G Yan","year":"2020","unstructured":"Yan G, Tr\u00fcck S (2020) A dynamic network analysis of spot electricity prices in the Australian national electricity market. Energy Econ 92:104972","journal-title":"Energy Econ"},{"issue":"3","key":"485_CR5","doi-asserted-by":"publisher","first-page":"1132","DOI":"10.1016\/j.ejor.2020.10.005","volume":"291","author":"FS Oliveira","year":"2021","unstructured":"Oliveira FS, Ruiz C (2021) Analysis of futures and spot electricity markets under risk aversion. Eur J Oper Res 291(3):1132\u20131148","journal-title":"Eur J Oper Res"},{"key":"485_CR6","doi-asserted-by":"publisher","first-page":"124182","DOI":"10.1016\/j.energy.2022.124182","volume":"253","author":"B Hu","year":"2022","unstructured":"Hu B, Zhou P (2022) Can the renewable power consumption guarantee mechanism help activate China\u2019s power trading market? Energy 253:124182","journal-title":"Energy"},{"issue":"2","key":"485_CR7","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1049\/enc2.12031","volume":"2","author":"J Yang","year":"2021","unstructured":"Yang J, Dong ZY, Wen F et al (2021) Spot electricity market design for a power system characterized by high penetration of renewable energy generation. Energy Convers Econ 2(2):67\u201378","journal-title":"Energy Convers Econ"},{"issue":"24","key":"485_CR8","doi-asserted-by":"publisher","first-page":"9568","DOI":"10.3390\/en15249568","volume":"15","author":"H Wang","year":"2022","unstructured":"Wang H, Wang C, Zhao W (2022) Decision on mixed trading between medium-and long-term markets and spot markets for electricity sales companies under new electricity reform policies. Energies 15(24):9568","journal-title":"Energies"},{"issue":"1","key":"485_CR9","doi-asserted-by":"publisher","first-page":"013002","DOI":"10.1103\/PRXEnergy.1.013002","volume":"1","author":"C Han","year":"2022","unstructured":"Han C, Hilger H, Mix E et al (2022) Complexity and persistence of price time series of the European electricity spot market. PRX Energy 1(1):013002","journal-title":"PRX Energy"},{"key":"485_CR10","doi-asserted-by":"crossref","unstructured":"Pinh\u00e3o M, Fonseca M, Covas R (2022) Electricity spot price forecast by modelling supply and demand curve. Mathematics, 10(12): 2012","DOI":"10.3390\/math10122012"},{"issue":"5","key":"485_CR11","first-page":"20180006","volume":"19","author":"S Reddy Salkuti","year":"2018","unstructured":"Reddy Salkuti S, Sandeep V, Chitti Babu B et al (2018) Multi-objective based optimal generation scheduling considering wind and solar energy systems. Int J Emerg Electr Power Syst 19(5):20180006","journal-title":"Int J Emerg Electr Power Syst"},{"key":"485_CR12","doi-asserted-by":"publisher","first-page":"109719","DOI":"10.1016\/j.ijepes.2023.109719","volume":"156","author":"MH Hassan","year":"2024","unstructured":"Hassan MH, Kamel S, Jurado F et al (2024) Global optimization of economic load dispatch in large scale power systems using an enhanced social network search algorithm. Int J Electr Power Energy Syst 156:109719","journal-title":"Int J Electr Power Energy Syst"},{"key":"485_CR13","doi-asserted-by":"publisher","first-page":"104801","DOI":"10.1016\/j.scs.2023.104801","volume":"98","author":"H Dai","year":"2023","unstructured":"Dai H, Huang G, Zeng H (2023) Multi-objective optimal dispatch strategy for power systems with Spatio-temporal distribution of air pollutants. Sustainable Cities Soc 98:104801","journal-title":"Sustainable Cities Soc"},{"key":"485_CR14","doi-asserted-by":"publisher","first-page":"108531","DOI":"10.1016\/j.est.2023.108531","volume":"72","author":"M Tostado-V\u00e9liz","year":"2023","unstructured":"Tostado-V\u00e9liz M, Hasanien HM, Turky RA et al (2023) A fully robust home energy management model considering real time price and on-board vehicle batteries. J Energy Storage 72:108531","journal-title":"J Energy Storage"},{"key":"485_CR15","doi-asserted-by":"crossref","unstructured":"Mansouri SA, Nematbakhsh E, Ramos A et al (2023) Bi-level mechanism for decentralized coordination of internet data centers and energy communities in local congestion management markets. 2023 IEEE International Conference on Energy Technologies for Future Grids (ETFG). IEEE, : 1\u20136","DOI":"10.1109\/ETFG55873.2023.10407758"},{"key":"485_CR16","doi-asserted-by":"publisher","first-page":"121440","DOI":"10.1016\/j.apenergy.2023.121440","volume":"347","author":"SA Mansouri","year":"2023","unstructured":"Mansouri SA, Paredes \u00c1, Gonz\u00e1lez JM et al (2023) A three-layer game theoretic-based strategy for optimal scheduling of microgrids by leveraging a dynamic demand response program designer to unlock the potential of smart buildings and electric vehicle fleets. Appl Energy 347:121440","journal-title":"Appl Energy"},{"issue":"1","key":"485_CR17","doi-asserted-by":"publisher","first-page":"107239","DOI":"10.1016\/j.tej.2023.107239","volume":"36","author":"D Chattopadhyay","year":"2023","unstructured":"Chattopadhyay D, Chatterjee SK, Soonee SK (2023) Spotlight on the spot market: a review of the Indian wholesale electricity market. Electricity J 36(1):107239","journal-title":"Electricity J"},{"key":"485_CR18","first-page":"103329","volume":"58","author":"F Peng","year":"2023","unstructured":"Peng F, Zhang W, Zhou W et al (2023) Review on bidding strategies for renewable energy power producers participating in electricity spot markets. Sustain Energy Technol Assess 58:103329","journal-title":"Sustain Energy Technol Assess"},{"issue":"5","key":"485_CR19","doi-asserted-by":"publisher","first-page":"1111","DOI":"10.3390\/en13051111","volume":"13","author":"E Haugom","year":"2020","unstructured":"Haugom E, Molnar P, Tysdahl M (2020) Determinants of the forward premium in the Nord pool electricity market. Energies 13(5):1111","journal-title":"Energies"},{"key":"485_CR20","first-page":"341","volume":"44","author":"T Dauwalter","year":"2023","unstructured":"Dauwalter T, Daraeepour A, Higgins B et al (2023) Coalition stability in PJM: exploring the consequences of state defection from the wholesale market. Energy LJ 44:341","journal-title":"Energy LJ"},{"key":"485_CR21","doi-asserted-by":"publisher","first-page":"112917","DOI":"10.1016\/j.enpol.2022.112917","volume":"164","author":"Y Liu","year":"2022","unstructured":"Liu Y, Jiang Z, Guo B (2022) Assessing China\u2019s provincial electricity spot market pilot operations: lessons from Guangdong Province. Energy Policy 164:112917","journal-title":"Energy Policy"},{"issue":"9","key":"485_CR22","doi-asserted-by":"publisher","first-page":"3342","DOI":"10.3390\/en15093342","volume":"15","author":"T Lu","year":"2022","unstructured":"Lu T, Zhang W, Wang Y et al (2022) Medium-and long-term trading strategies for large electricity retailers in China\u2019s electricity market. Energies 15(9):3342","journal-title":"Energies"},{"key":"485_CR23","doi-asserted-by":"publisher","first-page":"123747","DOI":"10.1016\/j.energy.2022.123747","volume":"250","author":"MT Ahammed","year":"2022","unstructured":"Ahammed MT, Khan I (2022) Ensuring power quality and demand-side management through IoT-based smart meters in a developing country. Energy 250:123747","journal-title":"Energy"},{"issue":"4","key":"485_CR24","doi-asserted-by":"publisher","first-page":"2110","DOI":"10.3390\/su14042110","volume":"14","author":"MZ Oskouei","year":"2022","unstructured":"Oskouei MZ, \u015eeker AA, Tun\u00e7el S et al (2022) A critical review on the impacts of energy storage systems and demand-side management strategies in the economic operation of renewable-based distribution network. Sustainability 14(4):2110","journal-title":"Sustainability"},{"issue":"1","key":"485_CR25","doi-asserted-by":"publisher","first-page":"76","DOI":"10.1109\/EMR.2022.3186154","volume":"51","author":"D Said","year":"2022","unstructured":"Said D (2022) A survey on information communication technologies in modern demand-side management for smart grids: challenges, solutions, and opportunities. IEEE Eng Manage Rev 51(1):76\u2013107","journal-title":"IEEE Eng Manage Rev"},{"issue":"17","key":"485_CR26","doi-asserted-by":"publisher","first-page":"8914","DOI":"10.3390\/app12178914","volume":"12","author":"S Panda","year":"2022","unstructured":"Panda S, Mohanty S, Rout PK et al (2022) An insight into the integration of distributed energy resources and energy storage systems with smart distribution networks using demand-side management. Appl Sci 12(17):8914","journal-title":"Appl Sci"},{"issue":"11","key":"485_CR27","doi-asserted-by":"publisher","first-page":"115021","DOI":"10.1088\/2515-7620\/ad9087","volume":"6","author":"AK Pandey","year":"2024","unstructured":"Pandey AK, Jadoun VK, Jayalakshmi NS et al (2024) Decentralization of renewable energy sources based optimum scheduling and management through a virtual power plant. Environ Res Commun 6(11):115021","journal-title":"Environ Res Commun"},{"key":"485_CR28","doi-asserted-by":"publisher","first-page":"109917","DOI":"10.1016\/j.ijepes.2024.109917","volume":"158","author":"XP Nie","year":"2024","unstructured":"Nie XP, Mansouri SA, Jordehi AR et al (2024) A two-stage optimal mechanism for managing energy and ancillary services markets in renewable-based transmission and distribution networks by participating electric vehicle and demand response aggregators. Int J Electr Power Energy Syst 158:109917","journal-title":"Int J Electr Power Energy Syst"},{"key":"485_CR29","doi-asserted-by":"crossref","unstructured":"Mansouri SA, Nematbakhsh E, Ramos A et al (2024) A robust ADMM-enabled optimization framework for decentralized coordination of microgrids. IEEE Trans Industr Inf 21(2):1479\u20131488","DOI":"10.1109\/TII.2024.3478274"},{"key":"485_CR30","doi-asserted-by":"publisher","first-page":"847","DOI":"10.1016\/j.egyr.2022.02.227","volume":"8","author":"Y Luo","year":"2022","unstructured":"Luo Y, Yuan H, Wang X et al (2022) A new distributed collaborative control for double-layer dynamic optimal scheduling of energy network. Energy Rep 8:847\u2013856","journal-title":"Energy Rep"},{"key":"485_CR31","doi-asserted-by":"publisher","first-page":"105823","DOI":"10.1016\/j.cor.2022.105823","volume":"144","author":"Q Yan","year":"2022","unstructured":"Yan Q, Wang H, Wu F (2022) Digital twin-enabled dynamic scheduling with preventive maintenance using a double-layer Q-learning algorithm. Comput Oper Res 144:105823","journal-title":"Comput Oper Res"},{"key":"485_CR32","doi-asserted-by":"publisher","first-page":"111139","DOI":"10.1016\/j.epsr.2024.111139","volume":"238","author":"AK Pandey","year":"2025","unstructured":"Pandey AK, Jadoun VK, Sabhahit JN (2025) Scheduling and assessment of multi-area virtual power plant including flexible resources using swarm intelligence technique. Electr Power Syst Res 238:111139","journal-title":"Electr Power Syst Res"}],"container-title":["Energy Informatics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s42162-025-00485-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1186\/s42162-025-00485-w\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s42162-025-00485-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,18]],"date-time":"2025-03-18T10:37:05Z","timestamp":1742294225000},"score":1,"resource":{"primary":{"URL":"https:\/\/energyinformatics.springeropen.com\/articles\/10.1186\/s42162-025-00485-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3,18]]},"references-count":32,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2025,12]]}},"alternative-id":["485"],"URL":"https:\/\/doi.org\/10.1186\/s42162-025-00485-w","relation":{},"ISSN":["2520-8942"],"issn-type":[{"value":"2520-8942","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,3,18]]},"assertion":[{"value":"24 December 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 February 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 March 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"Not applicable.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Not applicable.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for publication"}},{"value":"Not applicable.","order":5,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent to participate"}}],"article-number":"37"}}