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A dynamic migration route planning optimization strategy based on real-time energy state observation considering flexibility and energy efficiency of thermal power unit

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  • Hong, Feng
  • Zhao, Yuzheng
  • Ji, Weiming
  • Hao, Junhong
  • Fang, Fang
  • Liu, Jizhen

Abstract

New energy resources compromising intermittent and fluctuating natures have been integrated into the power grid on a large scale, and thermal power units are obliged to promote the depth of deep peak shaving and flexible response-ability to cope with this new scenario. The safety, flexibility, and high efficiency of coal-fired units are the ultimate goals of its transformation, and there is a mutual influence and mutual restriction relationship among these indicators. To exploit the flexibility of thermal power units, take into account efficiency and safety, and play a supporting role in the new power system, a control strategy that weighs various indicators needs to be developed. Based on heat flow model and dynamic state space model, and updated matrix in real time, the key process parameters affecting the flexibility of heat transfer can be fully characterized. By using the observed state and calculation, the load response index and the energy efficiency index are optimized under the boundary constraint. The results show that the multi-objective optimization methods can avoid over regulation, reduce the flue gas flow by 3.23%–3.59%, and reduce the fluctuation of state quantity under the premise of satisfying the load response rate, about 2.32%–2.52% away from the safety boundary of the design temperature parameter to achieve the flexibility of frequency modulation, high efficiency of energy transmission and operation safety.

Suggested Citation

  • Hong, Feng & Zhao, Yuzheng & Ji, Weiming & Hao, Junhong & Fang, Fang & Liu, Jizhen, 2025. "A dynamic migration route planning optimization strategy based on real-time energy state observation considering flexibility and energy efficiency of thermal power unit," Applied Energy, Elsevier, vol. 377(PB).
  • Handle: RePEc:eee:appene:v:377:y:2025:i:pb:s0306261924019585
    DOI: 10.1016/j.apenergy.2024.124575
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    as
    1. Su, Xianqiang & Fang, Qingyan & Ma, Lun & Yin, Chungen & Chen, Xinke & Zhang, Cheng & Tan, Peng & Chen, Gang, 2024. "Mathematical modeling of a 30 MW biomass-fired grate boiler: A reliable baseline model taking fuel-bed structure into account," Energy, Elsevier, vol. 288(C).
    2. You, Jinfang & Zhang, Xi & Gao, Jintong & Wang, Ruzhu & Xu, Zhenyuan, 2024. "Entransy based heat exchange irreversibility analysis for a hybrid absorption-compression heat pump cycle," Energy, Elsevier, vol. 289(C).
    3. Węglarz, Katarzyna & Taler, Dawid & Taler, Jan & Marcinkowski, Mateusz, 2024. "General numerical method for hydraulic and thermal modelling of the steam superheaters," Energy, Elsevier, vol. 291(C).
    4. Haikel Khalfallah & Bibata Sagnon, 2024. "Sequential coordination of power generation and network investments: the role of renewable incentives," Post-Print hal-04702648, HAL.
    5. Hao, Junhong & Tian, Liang & Yang, Yunxi & Feng, Xiaolong & Liang, Lu & Hong, Feng & Du, Xiaoze, 2024. "A novel asynchronous time-scale holistic control method for heating system based on the energy state space," Energy, Elsevier, vol. 290(C).
    6. Yang, Miao & Ding, Tao & Chang, Xinyue & Xue, Yixun & Ge, Huaichang & Jia, Wenhao & Du, Sijun & Zhang, Hongji, 2024. "Analysis of equivalent energy storage for integrated electricity-heat system," Energy, Elsevier, vol. 303(C).
    7. Hong, Feng & Zhao, Yuzheng & Ji, Weiming & Fang, Fang & Hao, Junhong & Yang, Zhenyong & Kang, Jingqiu & Chen, Lei & Liu, Jizhen, 2024. "A feature-state observer and suppression control for generation-side low-frequency oscillation of thermal power units," Applied Energy, Elsevier, vol. 354(PA).
    8. Li, Junhui & Zhang, Jingxiang & Mu, Gang & Li, Cuiping & Yan, Gangui & Zhu, Xingxu & Jia, Chen, 2024. "Dynamic partitioning method for independent energy storage zones participating in peak modulation and frequency modulation under the auxiliary service market," Applied Energy, Elsevier, vol. 361(C).
    9. Hong, Feng & Ji, Weiming & Pang, Yalei & Hao, Junhong & Du, Ming & Fang, Fang & Liu, Jizhen, 2023. "A new energy state-based modeling and performance assessment method for primary frequency control of thermal power plants," Energy, Elsevier, vol. 276(C).
    10. Xue, Wenyuan & Lu, Yichen & Wang, Zhi & Cao, Shengxian & Sui, Mengxuan & Yang, Yuan & Li, Jiyuan & Xie, Yubin, 2024. "Reconstructing near-water-wall temperature in coal-fired boilers using improved transfer learning and hidden layer configuration optimization," Energy, Elsevier, vol. 294(C).
    11. Yang, Tingting & Liu, Ziyuan & Zeng, Deliang & Zhu, Yansong, 2023. "Simulation and evaluation of flexible enhancement of thermal power unit coupled with flywheel energy storage array," Energy, Elsevier, vol. 281(C).
    12. Ji, Weiming & Hong, Feng & Zhao, Yuzheng & Liang, Lu & Du, Hao & Hao, Junhong & Fang, Fang & Liu, Jizhen, 2024. "Applications of flywheel energy storage system on load frequency regulation combined with various power generations: A review," Renewable Energy, Elsevier, vol. 223(C).
    13. Zhou, Jian & Zhang, Lizhong & Zhu, Lei & Zhang, Wei, 2024. "A data-driven operating improvement method for the thermal power unit with frequent load changes," Applied Energy, Elsevier, vol. 354(PB).
    14. Chen, Jinbao & Zeng, Quan & Zou, Yidong & Li, Shaojie & Zheng, Yang & Liu, Dong & Xiao, Zhihuai, 2024. "Intelligent robust control for nonlinear complex hydro-turbine regulation system based on a novel state space equation and dynamic feedback linearization," Energy, Elsevier, vol. 302(C).
    15. Zhang, Huaiyuan & Liao, Kai & Yang, Jianwei & Zheng, Shunwei & He, Zhengyou, 2024. "Frequency-constrained expansion planning for wind and photovoltaic power in wind-photovoltaic-hydro-thermal multi-power system," Applied Energy, Elsevier, vol. 356(C).
    16. Hao, Junhong & Feng, Xiaolong & Chen, Xiangru & Jin, Xilin & Wang, Xingce & Hao, Tong & Hong, Feng & Du, Xiaoze, 2024. "Optimal scheduling of active distribution network considering symmetric heat and power source-load spatial-temporal characteristics," Applied Energy, Elsevier, vol. 373(C).
    17. Gao, Wei & Liu, Ming & Xin, Haozhe & Zhao, Yongliang & Wang, Chaoyang & Yan, Junjie, 2024. "Control strategy optimization for wet flue gas desulfurization system during load cycling dynamic processes: Energy saving and environmental impact," Energy, Elsevier, vol. 303(C).
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