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Distributionally robust chance-constrained planning for regional integrated electricity–heat systems with data centers considering wind power uncertainty

Citations

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Cited by:

  1. Ye, Yujian & Ma, Ding & Wu, Yizhi & Hu, Heng & Zhang, Xi & Liu, Chuan & Xu, Dezhi, 2026. "Harvesting spatial-temporal load migration flexibility of data centers: A chance-constrained bi-level optimization model with endogenously formed risk-reflective locational prices," Applied Energy, Elsevier, vol. 402(PB).
  2. Zhao, Baining & Qian, Tong & Li, Weiwei & Xin, Yanli & Zhao, Wei & Lin, Zekang & Tang, Wenhu & Jin, Xin & Cao, Wangzhang & Pan, Tingzhe, 2024. "Fast distributed co-optimization of electricity and natural gas systems hedging against wind fluctuation and uncertainty," Energy, Elsevier, vol. 298(C).
  3. Su, Zhonge & Zheng, Guoqiang & Wang, Guodong & Mu, Yu & Fu, Jiangtao & Li, Peipei, 2025. "Multi-objective optimal planning study of integrated regional energy system considering source-load forecasting uncertainty," Energy, Elsevier, vol. 319(C).
  4. Ma, Boyu & Li, Xingmei & Tan, Qinliang & Li, Fengyun, 2025. "Multi-objective multi-stage distributionally robust chance-constrained low-carbon planning model for a novel integrated multi-energy microgrids incorporating data center considering real-time workload response and multiple uncertainties," Energy, Elsevier, vol. 332(C).
  5. Tang, Zihan & Ji, Tianyao & Kang, Jiaxi & Huang, Yunlin & Tang, Wenhu, 2025. "Learning global and local features of power load series through transformer and 2D-CNN: An image-based multi-step forecasting approach incorporating phase space reconstruction," Applied Energy, Elsevier, vol. 378(PA).
  6. Fan, Junqiu & Yan, Rujing & He, Yu & Zhang, Jing & Zhao, Weixing & Liu, Mingshun & An, Su & Ma, Qingfeng, 2025. "Stochastic optimization of combined energy and computation task scheduling strategies of hybrid system with multi-energy storage system and data center," Renewable Energy, Elsevier, vol. 242(C).
  7. Shen, Yi & Zhai, Junyi & Kang, Zhongjian & Zhao, Bei & Gao, Xianhui & Li, Zhengmao, 2025. "Distributionally robust chance-constrained energy management for island DC microgrid with offshore wind power hydrogen production," Energy, Elsevier, vol. 316(C).
  8. Han Peng & Songyin Li & Linjian Shangguan & Yisa Fan & Hai Zhang, 2023. "Analysis of Wind Turbine Equipment Failure and Intelligent Operation and Maintenance Research," Sustainability, MDPI, vol. 15(10), pages 1-35, May.
  9. Zhu, Yiqun & Zhang, Quan & Huang, Gongsheng & Wang, Jiaqiang & Zou, Sikai & Ee, Yit Jing & Sopian, Kamaruzzaman, 2025. "Research on collaborative control strategy of cold storage and IT workload migration in data center," Energy, Elsevier, vol. 323(C).
  10. Han, Ouzhu & Ding, Tao & Yang, Miao & Jia, Wenhao & He, Xinran & Ma, Zhoujun, 2024. "A novel 4-level joint optimal dispatch for demand response of data centers with district autonomy realization," Applied Energy, Elsevier, vol. 358(C).
  11. Li, Weiwei & Qian, Tong & Zhao, Wei & Huang, Wenwei & Zhang, Yin & Xie, Xuehua & Tang, Wenhu, 2023. "Decentralized optimization for integrated electricity–heat systems with data center based energy hub considering communication packet loss," Applied Energy, Elsevier, vol. 350(C).
  12. Wang, Songjie & Xiang, Duo & Zhong, Wei & Lin, Xiaojie & Chen, Shuqin, 2025. "A multi-objective bilevel planning for data center integrated energy systems with waste heat utilization," Energy, Elsevier, vol. 335(C).
  13. Son, Yeong Geon & Kim, Sung Yul, 2025. "Distributionally robust planning for power-to- gas integrated large wind farm systems incorporating hydrogen production switch control model," Energy, Elsevier, vol. 314(C).
  14. Yang, Lingfang & Shahidehpour, Mohammad & Chen, Xianqing & Wang, Chongyu & Fang, Xiaolun & Yang, Qiang, 2026. "High-speed REPTA algorithm for performance cost optimization in data centers considering workload delay tolerances," Applied Energy, Elsevier, vol. 404(C).
  15. Xu, Danyang & Liu, Zeyu & Hou, Kai & Wei, Xinzhe & Jia, Hongjie & Wu, Zhigang & Guan, Lin, 2025. "Distributionally robust frequency constrained low-carbon scheduling considering flexibility of carbon capture power plants," Energy, Elsevier, vol. 332(C).
  16. Du, Yida & Li, Xiangguang & Liang, Yan & Tan, Zhongfu, 2024. "Two-stage multi-objective distributionally robust optimization of the electricity-hydrogen coupling system under multiple markets," Energy, Elsevier, vol. 303(C).
  17. Zhu, Haohao & Wang, Xiluo & Wen, Yutong & Zhu, Jizhong & Li, Jiayi & Luo, Qingju & Liao, Chenlei, 2025. "A review of integrated energy system modeling and operation," Applied Energy, Elsevier, vol. 400(C).
  18. Zhang, Juntao & Cheng, Chuntian & Yu, Shen, 2024. "Recognizing the mapping relationship between wind power output and meteorological information at a province level by coupling GIS and CNN technologies," Applied Energy, Elsevier, vol. 360(C).
  19. Wang, Xiaobin & Li, Qi & Zhai, Junyi & Jiang, Yuning & Wang, Sheng & Wang, Jianxiao, 2026. "Flexible operation of virtual power plant enabled integrated electricity-heating system under multiple uncertainties via distributionally robust model predictive control," Applied Energy, Elsevier, vol. 404(C).
  20. Chen, Boyu & Che, Yanbo & Qadrdan, Meysam & Takcı, Mehmet Türker & Zhou, Yue, 2025. "Low‑carbon coordinated operation of data centers and district heating network with heating recovery," Applied Energy, Elsevier, vol. 398(C).
  21. Deng, Lirong & Fu, Yang & Guo, Qinglai & Li, Zhenkun & Xue, Yixun & Zhang, Zhiquan, 2024. "Energy and reserve procurement in integrated electricity and heating system: A high-dimensional covariance matrix approach based on stochastic differential equations," Energy, Elsevier, vol. 304(C).
  22. Xie, Xuehua & Qian, Tong & Li, Weiwei & Tang, Wenhu & Xu, Zhao, 2024. "An individualized adaptive distributed approach for fast energy-carbon coordination in transactive multi-community integrated energy systems considering power transformer loading capacity," Applied Energy, Elsevier, vol. 375(C).
  23. Zhou, Yongcheng & Wei, Fanchao & Li, Shuangxiu & Wang, Zhonghao & Liu, Jinfu & Yu, Daren, 2025. "Data center load modeling through optimal energy consumption characteristics: A path to simultaneously enhance energy efficiency and demand response quality," Applied Energy, Elsevier, vol. 393(C).
  24. Qiu, Haifeng & Vinod, Ashwin & Lu, Shuai & Gooi, Hoay Beng & Pan, Guangsheng & Zhang, Suhan & Veerasamy, Veerapandiyan, 2023. "Decentralized mixed-integer optimization for robust integrated electricity and heat scheduling," Applied Energy, Elsevier, vol. 350(C).
  25. Wang, Yongzhen & Lin, Jiayu & Han, Yibo & Han, Kai & Han, Juntao & Han, Te & Wei, Yiming, 2025. "Comprehensive evaluation of all-element flexibility resources in data centers: considering synergistic benefits of computing, electricity, and heat," Applied Energy, Elsevier, vol. 399(C).
  26. Huang, Wenwei & Qian, Tong & Tang, Wenhu & Wu, Jianzhong, 2025. "A distributionally robust chance constrained optimization approach for security-constrained optimal power flow problems considering dependent uncertainty of wind power," Applied Energy, Elsevier, vol. 383(C).
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