LIU X. Application of artificial intelligence in automated control systems[J]. Artificial Intelligence Technology Research, 2024, 2(10): 91-93.

MEYER A. The Vindolanda calendrical clepsydra: time-keeping and healing waters[J]. Britannia, 2019, 50: 185-202.

玛乌戈热塔梅切尔斯卡, 压力山德拉米热林斯卡, 丹尼尔米热林斯基. 古代的感应器[J]. 新世纪智能, 2021(66): 14-15. MECHERSKA M, MIZHELINSKA P A, MIZHELINSKI D. Ancient sensors[J]. New Century Intelligence, 2021(66): 14-15.

薛艳敏, 靳涛, 周毅晖. 宋代水运仪象台图像复刻与虚拟展示设计[J]. 设计, 2024, 37(7): 28-32. XUE Yanmin, JIN Tao, ZHOU Yihui. Song dynasty astronomical clock tower image reproduction and virtual display[J]. Design, 2024, 37(7): 28-32.

FIDDAMAN T, MUSANGO J K, SCHWANINGER M, et al. Commentaries on "what is (quantitative) system dynamics modeling? Defining characteristics and the opportunities they create," by Naugle et al. (2024)[J]. System Dynamics Review, 2024, 40(2): e1763.

ZHAO Bo. Power-effectiveness and power-entropy transfer efficiency tradeoffs for Carnot heat engines with external and internal irreversibilities[J]. Energy, 2025, 334: 137685.

BITTANTI S. James Clerk Maxwell, a precursor of system identification and control science[J]. International Journal of Control, 2015, 88(12): 2427-2432.

朱清智, 申一歌. 锅炉压力控制系统模糊控制的研究[J]. 精密制造与自动化, 2017(1): 17-19, 62. ZHU Qingzhi, SHEN Yige. Research on fuzzy control of boiler pressure control system[J]. Precise Manufacturing & Automation, 2017(1): 17-19, 62.

WANG Zhizhen, LIU Mengchen. Research on high precision solution of fractional partial differential equations under heat conduction model[J]. Journal of Physics: Conference Series, 2021, 1952: 042114.

韩智云, 王梦溪, 任瀚文, 等. 石墨烯/铜钨合金触头电弧烧蚀的固-液相变动力学模拟与烧蚀程度微观表征[J]. 中国电机工程学报, 2023, 43(21): 8490-8501. HAN Zhiyun, WANG Mengxi, REN Hanwen, et al. Kinetic simulation of the solid-liquid phase transition and the microscopic characterization of the electric arc ablation of graphene/copper-tungsten alloy contacts[J]. Proceedings of the CSEE, 2023, 43(21): 8490-8501.

王洪喆. 诺伯特维纳、控制论与信息传播的人文精神[J]. 全球传媒学刊, 2021, 8(2): 43-58. WANG Hongzhe. Norbert Wiener and the cybernetic humanities of the information age[J]. Global Journal of Media Studies, 2021, 8(2): 43-58.

WOODCOCK L H. Richard Trevithick's first steam-locomotive trial, Christmas 1801[J]. Transactions of the Newcomen Society, 1970, 43(1): 175-181.

李义炜, 潘慕绚, 仇小杰, 等. 针对网络时延的发动机PI控制系统稳定性分析和控制器设计[J]. 航空发动机, 2021, 47(增刊1): 93-99. LI Yiwei, PAN Muxuan, QIU Xiaojie, et al. Stability analysis and controller design of engine PI control system for network time-delay[J]. Aeroengine, 2021, 47(Sup1): 93-99.

KODKIN V, ANIKIN A, KUZNETSOVA E. Efficiency of applying the Nyquist and V.M. Popov criteria for stability analysis of linearized automatic control systems in electromechanics and power engineering[J]. Energies, 2023, 16(2): 872.

付明玉, 丁福光, 夏国清, 等. 多变量解耦法在舰用锅炉-汽轮机协调控制中的应用与研究[J]. 船舶工程, 1996(3): 46-51, 3. FU Mingyu, DING Fuguang, XIA Guoqing, et al. Application of multivariate decoupling approach to coordinated control of marine boiler-turbine[J]. Ship Engineering, 1996(3): 46-51, 3.

WO Yuzheng, NIU Zhitian, REN Yatao, et al. A smoothness-constrained updating recursive Kalman filter technique for real-time light-field tomography of 3D flame temperature field[J]. Measurement, 2026, 257: 118962.

范赫, 苏志刚, 彭献永, 等. 耦合过热汽温调节的直流炉燃煤机组抗干扰机炉协调控制系统[J]. 中国电机工程学报, 2025, 45(3): 1010-1021. FAN He, SU Zhigang, PENG Xianyong, et al. Anti-disturbance coordinated control system of once-through boiler coal fired units coupled with superheated steam temperature regulation[J]. Proceedings of the CSEE, 2025, 45(3): 1010-1021.

张全斌, 周琼芳. 基于"双碳"目标的中国火力发电技术发展路径研究[J]. 发电技术, 2023, 44(2): 143-154. ZHANG Quanbin, ZHOU Qiongfang. Research on the development path of China's thermal power generation technology based on the goal of "carbon peak and carbon neutralization"[J]. Power Generation Technology, 2023, 44(2): 143-154.

ZHAO Siqi, ZHOU Dequn, DING Hao, et al. Risk-averse transition pathway for China's power system facing high variable renewable energy penetration[J]. Energy Economics, 2025, 151: 108943.

刘晓莎, 王林, 胡平. 面向未来大波动性电网的火电机组氢电耦合改造技术研究[J]. 化工机械, 2025, 52(2): 308-314. LIU Xiaosha, WANG Lin, HU Ping. Research on hydrogen-electric coupling transformation technology of thermal power units for future large-wave power grid[J]. Chemical Engineering & Machinery, 2025, 52(2): 308-314.

LI Xiaoming, WU Yingjie, YU Xinghuo. Robust model predictive control of condensate throttling in an ultra-supercritical plant for frequency supports of power systems with high renewable share[J]. Energy, 2025, 332: 136989.

PEZZUTTO S, BOTTINO-LEONE D, WILCZYNSKI E J. Enhancing sustainability through quality controlled energy data: the horizon 2020 EnerMaps project[J]. Sustainability, 2025, 17(17): 7684.

陈子杰, 孙麓岩, 邹长铃. 超导量子计算系统中的容错技术[J]. 物理, 2023, 52(11): 751-760. CHEN Zijie, SUN Luyan, ZOU Changling. Quantum fault tolerance technology based on superconducting quantum systems[J]. Physics, 2023, 52(11): 751-760.

SHAHZAD S, FAHEEM M, MUQEET H A, et al. Charting the UK's path to net zero emissions by 2050: challenges, strategies, and future directions[J]. IET Smart Grid, 2024, 7(6): 716-736.

CHEN Chen, ZHAO Chenyu, LIU Ming, et al. Enhancing the load cycling rate of subcritical coal-fired power plants: a novel control strategy based on data-driven feedwater active regulation[J]. Energy, 2024, 312: 133627.

WANG Chaoyang, LIU Ming, LI Bingxin, et al. Thermodynamic analysis on the transient cycling of coal-fired power plants: simulation study of a 660 MW supercritical unit[J]. Energy, 2017, 122: 505-527.

WANG Congyu, CHEN Fangfang, XU Pengjiang, et al. Dynamic simulation of a subcritical coal-fired power plant with the emphasis on flexibility[J]. Applied Energy, 2025, 392: 125976.

苏志鹏. 基于自适应神经模糊推理系统的锅炉汽轮机建模[D]. 保定: 华北电力大学, 2020.

ESMAEILI M, MORADI H. Robust & nonlinear control of an ultra-supercritical coal fired once-through boiler-turbine unit in order to optimize the uncertain problem[J]. Energy, 2023, 282: 128312.

ZHANG Hongfu, GAO Mingming, FAN Haohao, et al. A dynamic model for supercritical once-through circulating fluidized bed boiler-turbine units[J]. Energy, 2022, 241: 122914.

王超, 张宝瑞, 刘铠瑞, 等. 超临界660 MW机组直流锅炉动态特性仿真研究[J]. 热力发电, 2024, 53(1): 124-133. WANG Chao, ZHANG Baorui, LIU Kairui, et al. Simulation on dynamic characteristics of a supercritical 660 MW once-through boiler[J]. Thermal Power Generation, 2024, 53(1): 124-133.

赵永亮, 刁保圣, 韩翔, 等. 660 MW超临界燃煤机组变负荷过程动态特性的仿真研究[J]. 中国电力, 2019, 52(5): 13-20. ZHAO Yongliang, DIAO Baosheng, HAN Xiang, et al. Simulation study on the dynamic characteristics of a 660 MW supercritical coal-fired power unit during AGC processes[J]. Electric Power, 2019, 52(5): 13-20.

ZHU Hua, CHE Defu, LIU Ming, et al. Performance evaluation of a novel double-reheat boiler with triple-rear passes[J]. Applied Thermal Engineering, 2019, 159: 113801.

SREEPRADHA C, PANDA R C, BHUVANESWARI N S. Mathematical model for integrated coal fired thermal boiler using physical laws[J]. Energy, 2017, 118: 985-998.

郭喜燕, 杨勇平, 宋之平. 锅炉汽水系统动态过程仿真[J]. 工程热物理学报, 2002, 23(增刊1): 5-8. GUO Xiyan, YANG Yongping, SONG Zhiping. Transcient process simulation of steam-water system in boiler[J]. Journal of Engineering Thermophysics, 2002, 23(Sup1): 5-8.

张瑞亚, 田亮. 直接能量平衡(DEB)协调控制系统参数整定[J]. 华北电力大学学报(自然科学版), 2017, 44(4): 85-91. ZHANG Ruiya, TIAN Liang. Parameters tuning of direct energy balance (DEB) coordinated control system[J]. Journal of North China Electric Power University, 2017, 44(4): 85-91.

LIU X J, KONG X B, HOU G L, et al. Modeling of a 1000 MW power plant ultra super-critical boiler system using fuzzy-neural network methods[J]. Energy Conversion and Management, 2013, 65: 518-527.

郑付猛. 强化学习在超临界机组建模与灵活性运行中的研究[D]. 北京: 华北电力大学, 2023.

DULAU M, BICA D. Mathematical modelling and simulation of the behaviour of the steam turbine[J]. Procedia Technology, 2014, 12: 723-729.

SUN Li, SMITH R. Performance modeling of new and existing steam turbines[J]. Industrial & Engineering Chemistry Research, 2015, 54(6): 1908-1915.

赵永亮, 张利, 刘明, 等. 660 MW燃煤机组热力系统构型调整对一次调频性能的影响研究[J]. 中国电机工程学报, 2019, 39(12): 3587-3597. ZHAO Yongliang, ZHANG Li, LIU Ming, et al. Effects of regulating thermal system configuration for 660 MW coal-fired power units on the performance of primary frequency control[J]. Proceedings of the CSEE, 2019, 39(12): 3587-3597.

KHAN M I, ZIA S, SALEEM M, et al. Modeling of a turbine system for digital instrumentation and control system design[C]//Proceedings of the 2020 International Conference on Engineering and Emerging Technologies (ICEET). Lahore: IEEE, 2020: 1-6.

谢衍, 曾德良, 胡勇, 等. 1000 MW超超临界二次再热机组动态建模与仿真[J]. 中国电机工程学报, 2025, 45(17): 6841-6853. XIE Yan, ZENG Deliang, HU Yong, et al. Modeling and simulation of 1000 MW ultra-supercritical double-reheat once-through unit[J]. Proceedings of the CSEE, 2025, 45(17): 6841-6853.

余建希, 刘培, 刘少杰, 等. 基于运行数据的汽轮机调节级变工况特性建模[J]. 动力工程学报, 2019, 39(7): 541-547. YU Jianxi, LIU Pei, LIU Shaojie, et al. Modeling of steam turbine control stage under variable conditions based on operation data[J]. Journal of Chinese Society of Power Engineering, 2019, 39(7): 541-547.

何荣, 全兆裕, 杨慧超. 300 MW火电机组自然循环锅炉模型的建立及动态特性分析[J]. 热能动力工程, 2003, 18(4): 399-402. HE Rong, QUAN Zhaoyu, YANG Huichao. The building of a natural-circulation boiler model for a 300 MW thermal power plant and analysis of the boiler dynamic characteristics[J]. Journal of Engineering for Thermal Energy and Power, 2003, 18(4): 399-402.

WANG Zhu, LIU Ming, WANG Chaoyang, et al. Study on dynamic characteristics of a 600 MW ultra-supercritical double-reheat boiler[J]. Energy Procedia, 2019, 158: 5257-5262.

CELIS C, PINTO G R S, TEIXEIRA T, et al. A steam turbine dynamic model for full scope power plant simulators[J]. Applied Thermal Engineering, 2017, 120: 593-602.

梁其缘. 基于Dymola的超超临界二次再热机组的动态仿真[D]. 北京: 华北电力大学, 2022.

张军亮, 高过斌, 贾树旺, 等. 汽轮机高位布置燃煤发电系统调频动态特性模拟研究[J]. 汽轮机技术, 2024, 66(1): 38-44. ZHANG Junliang, GAO Guobin, JIA Shuwang, et al. Simulation study on frequency regulation dynamic characteristics of coal-fired power plant with steam turbine high-arranged[J]. Turbine Technology, 2024, 66(1): 38-44.

FAN Mengyang, ZHAO Yongliang, LIU Ming, et al. Primary frequency control optimization of coal-fired power plants with high-low position shafts: employing a revised strategy with power-decoupling and feedforward-compensating[J]. Case Studies in Thermal Engineering, 2024, 57: 104312.

WANG Wei, LIU Jizhen, ZENG Deliang, et al. Modeling and flexible load control of combined heat and power units[J]. Applied Thermal Engineering, 2020, 166: 114624.

WANG Chaoyang, LIU Zefeng, FAN Mengyang, et al. Enhancing the flexibility and efficiency of a double-reheat coal-fired power unit by optimizing the steam temperature control: from simulation to application[J]. Applied Thermal Engineering, 2022, 217: 119240.

钟祎勍, 孙阳阳, 姚国鹏, 等. 凝结水节流技术在燃煤机组灵活性改造中的应用[J]. 热力发电, 2018, 47(12): 77-81. ZHONG Yiqing, SUN Yangyang, YAO Guopeng, et al. Application of condensation water throttling technology in flexibility transformation of coal-fired units[J]. Thermal Power Generation, 2018, 47(12): 77-81.

侯国莲, 黄婷, 郭志强, 等. 适应大型燃煤机组全工况灵活性运行的快速变负荷控制策略[J]. 热力发电, 2024, 53(12): 93-101. HOU Guolian, HUANG Ting, GUO Zhiqiang, et al. A rapid load varying control strategy for flexible operation of large scale coal-fired power unit under full operating conditions[J]. Thermal Power Generation, 2024, 53(12): 93-101.

WANG Di, LIU Deying, WANG Chaonan, et al. Flexibility improvement method of coal-fired thermal power plant based on the multi-scale utilization of steam turbine energy storage[J]. Energy, 2022, 239: 122301.

李祥涛, 陈磊, 郝玲, 等. 基于两个细则的火储联合一次调频控制策略[J]. 高电压技术, 2023, 49(10): 4163-4171. LI Xiangtao, CHEN Lei, HAO Ling, et al. A joint primary frequency modulation control strategy for fire storage based on two detailed rules[J]. High Voltage Engineering, 2023, 49(10): 4163-4171.

王珠, 刘双白, 胡娱欧, 等. 集成熔盐储能的燃煤机组多区间变负荷瞬态特性[J]. 西安交通大学学报, 2025, 59(5): 12-22. WANG Zhu, LIU Shuangbai, HU Yuou, et al. Transient performance of coal-fired power plant integrated with molten salt energy storage system under variable load intervals[J]. Journal of Xi'an Jiaotong University, 2025, 59(5): 12-22.

王朝阳, 常仁杰, 朱庆玉, 等. 两种水煤比控制策略下调峰机组的能耗特性[J]. 西安交通大学学报, 2018, 52(7): 115-122. WANG Chaoyang, CHANG Renjie, ZHU Qingyu, et al. Energy consumption characteristics of power units with two water-coal ratio control strategies in transient peak load regulation[J]. Journal of Xi'an Jiaotong University, 2018, 52(7): 115-122.

LI Yuanhao, ZHAO Linrui, ZHANG Xuan, et al. Energy consumption during transient operation of coal-fired generating units with cold end system back pressure regulation[J]. Applied Thermal Engineering, 2024, 248: 123188.

GUO Mengmeng, HAO Yongsheng, LEE K Y, et al. Extended-state Kalman filter-based model predictive control and energy-saving performance analysis of a coal-fired power plant[J]. Energy, 2025, 314: 134169.

TIAN Xinshou, TANG Haiyan, LI Yan, et al. Dynamic stability of weak grid connection of large-scale DFIG based on wind turbines[J]. The Journal of Engineering, 2017, 2017(13): 1092-1097.

万杰. 风电场风速特性及不确定性模型研究[D]. 哈尔滨: 哈尔滨工业大学, 2016.

REN Guorui, LIU Jinfu, WAN Jie, et al. The analysis of turbulence intensity based on wind speed data in onshore wind farms[J]. Renewable Energy, 2018, 123: 756-766.

LIU Jinfu, REN Guorui, WAN Jie, et al. Variogram time-series analysis of wind speed[J]. Renewable Energy, 2016, 99: 483-491.

王琦, 郭钰锋, 万杰, 等. 适用于高风电渗透率电力系统的火电机组一次调频策略[J]. 中国电机工程学报, 2018, 38(4): 974-984. WANG Qi, GUO Yufeng, WAN Jie, et al. Primary frequency regulation strategy of thermal units for a power system with high penetration wind power[J]. Proceedings of the CSEE, 2018, 38(4): 974-984.

REN Guorui, LIU Jinfu, WAN Jie, et al. Measurement and statistical analysis of wind speed intermittency[J]. Energy, 2017, 118: 632-643.

REN Guorui, WAN Jie, LIU Jinfu, et al. Analysis of wind power intermittency based on historical wind power data[J]. Energy, 2018, 150: 482-492.

ZHAO Xinyu, JIANG Na, LIU Jinfu, et al. Short-term average wind speed and turbulent standard deviation forecasts based on one-dimensional convolutional neural network and the integrate method for probabilistic framework[J]. Energy Conversion and Management, 2020, 203: 112239.

ZHAO Xinyu, BAI Mingliang, YANG Xusheng, et al. Short-term probabilistic predictions of wind multi-parameter based on one-dimensional convolutional neural network with attention mechanism and multivariate copula distribution estimation[J]. Energy, 2021, 234: 121306.

NOURELDEEN O. Behavior of DFIG wind turbines with crowbar protection under short circuit[J]. International Journal of Electrical & Computer Sciences IJECS-IJENS, 2012, 12(3): 32-37.

YAO Gang, LU Zhichong, WANG Yide, et al. A virtual synchronous generator based hierarchical control scheme of distributed generation systems[J]. Energies, 2017, 10(12): 2049.

PICHETJAMROEN A, ISE T. Power control of low frequency AC transmission systems using cycloconverters with virtual synchronous generator control[J]. Energies, 2016, 10(1): 34.

GUMA G, BANGGA G, LUTZ T, et al. Aeroelastic analysis of wind turbines under turbulent inflow conditions[J]. Wind Energy Science, 2021, 6(1): 93-110.

TEHRANI K, BEIKBABAEI M, MEHRIZI-SANI A, et al. A smart multiphysics approach for wind turbines design in industry 5.0[J]. Journal of Industrial Information Integration, 2024, 42: 100704.

SANTO G, PEETERS M, VAN PAEPEGEM W, et al. Numerical investigation of the effect of tower dam and rotor misalignment on performance and loads of a large wind turbine in the atmospheric boundary layer[J]. Energies, 2019, 12(7): 1208.

SONG Xuemin, BI Xueqing, LIU Weiqin, et al. Numerical simulation of a floating offshore wind turbine in wind and waves based on a coupled CFD-FEA approach[J]. Journal of Marine Science and Engineering, 2024, 12(8): 1385.

CHEN Ruibo, QIN Datong, YI Yuanyuan, et al. Dynamic characteristics of electromechanical coupling of wind turbine drive system under multi-source excitation[J]. Wind Energy, 2022, 25(3): 391-418.

CHEN Ruibo, QIN Datong, LIU Changzhao. Dynamic modelling and dynamic characteristics of wind turbine transmission gearbox-generator system electromechanical-rigid-flexible coupling[J]. Alexandria Engineering Journal, 2023, 65: 307-325.

LI Hui, LIAO Xinglin, ZENG Zheng, et al. Thermal coupling analysis in a multichip paralleled IGBT module for a DFIG wind turbine power converter[J]. IEEE Transactions on Energy Conversion, 2017, 32(1): 80-90.

ZHANG Shuqing, HU Xianfa, HE Xianggang, et al. Dynamic coupling across energy forms and hybrid simulation of the multi-energy system[J]. Frontiers in Energy Research, 2023, 11: 1209845.

ZHANG Jincheng, ZHAO Xiaowei. Digital twin of wind farms via physics-informed deep learning[J]. Energy Conversion and Management, 2023, 293: 117507.

ZHU Zimo, ZHANG Jian, ZHU Songye, et al. Digital twin technology for wind turbine towers based on joint load-response estimation: a laboratory experimental study[J]. Applied Energy, 2023, 352: 121953.

SYED A H, MANN J. Simulating low-frequency wind fluctuations[J]. Wind Energy Science, 2024, 9(6): 1381-1391.

HANNESDTTIR , KELLY M, DIMITROV N. Extreme wind fluctuations: joint statistics, extreme turbulence, and impact on wind turbine loads[J]. Wind Energy Science, 2019, 4(2): 325-342.

LI Xuan, ZHANG Wei. Physics-informed deep learning model in wind turbine response prediction[J]. Renewable Energy, 2022, 185: 932-944.

KANDEMIR E, HASAN A, KVAMSDAL T, et al. Predictive digital twin for wind energy systems: a literature review[J]. Energy Informatics, 2024, 7(1): 68.

LI Fan, LIU Dong, SUN Ke, et al. Stochastic and extreme scenario generation of wind power and supply-demand balance analysis considering wind power-temperature correlation[J]. Electronics, 2024, 13(11): 2100.

ZHANG Yufan, AI Qian, XIAO Fei, et al. Typical wind power scenario generation for multiple wind farms using conditional improved Wasserstein generative adversarial network[J]. International Journal of Electrical Power & Energy Systems, 2020, 114: 105388.

姚琦, 梁泽民, 胡阳, 等. 不依赖尾流模型的风电场能效提升与机组载荷抑制控制[J]. 中国电机工程学报, 2025, 45(4): 1488-1500. YAO Qi, LIANG Zemin, HU Yang, et al. Wind farm energy efficiency improvement and wind turbine load suppression control independent of wake model[J]. Proceedings of the CSEE, 2025, 45(4): 1488-1500.

宋子秋, 冯翰宇, 余照国, 等. 基于模型预测控制的半潜漂浮式风机协调控制方法研究[J]. 中国电机工程学报, 2022, 42(12): 4330-4338. SONG Ziqiu, FENG Hanyu, YU Zhaoguo, et al. Coordinated control of semi-submersible floating turbine with model predictive control strategy[J]. Proceedings of the CSEE, 2022, 42(12): 4330-4338.

ZHOLTAYEV D, RUBAGOTTI M, DO T D. Adaptive super-twisting sliding mode control for maximum power point tracking of PMSG-based wind energy conversion systems[J]. Renewable Energy, 2022, 183: 877-889.

LONG Huan, WANG Long, ZHANG Zijun, et al. Data-driven wind turbine power generation performance monitoring[J]. IEEE Transactions on Industrial Electronics, 2015, 62(10): 6627-6635.

CAO Lichao, GE Mingwei, GAO Xiaoxia, et al. Wind farm layout optimization to minimize the wake induced turbulence effect on wind turbines[J]. Applied Energy, 2022, 323: 119599.

CAI Wei, HU Yang, FANG Fang, et al. Wind farm power production and fatigue load optimization based on dynamic partitioning and wake redirection of wind turbines[J]. Applied Energy, 2023, 339: 121000.

JIN Yuhui, XIONG Xin, ZHANG Junli, et al. A prospective review on the design and operation of integrated energy system: the spotlight cast on dynamic characteristics[J]. Applied Thermal Engineering, 2024, 253: 123751.

FU Hao, SHEN Jiong, SUN Li, et al. Fuel cell humidity modeling and control using cathode internal water content[J]. International Journal of Hydrogen Energy, 2021, 46(15): 9905-9917.

YAO Shuai, GU Wei, WU Jianzhong, et al. Dynamic energy flow analysis of the heat-electricity integrated energy systems with a novel decomposition-iteration algorithm[J]. Applied Energy, 2022, 322: 119492.

YANG Jingwei, ZHANG Ning, BOTTERUD A, et al. On an equivalent representation of the dynamics in district heating networks for combined electricity-heat operation[J]. IEEE Transactions on Power Systems, 2020, 35(1): 560-570.

YANG Jingwei, ZHANG Ning, BOTTERUD A, et al. Situation awareness of electricity-gas coupled systems with a multi-port equivalent gas network model[J]. Applied Energy, 2020, 258: 114029.

杨经纬, 张宁, 康重庆. 多能源网络的广义电路分析理论——(一)支路模型[J]. 电力系统自动化, 2020, 44(9): 21-32. YANG Jingwei, ZHANG Ning, KANG Chongqing. Analysis theory of generalized electric circuit for multi-energy networks——part one branch model[J]. Automation of Electric Power Systems, 2020, 44(9): 21-32.

杨经纬, 张宁, 康重庆. 多能源网络的广义电路分析理论——(二)网络模型[J]. 电力系统自动化, 2020, 44(10): 10-21. YANG Jingwei, ZHANG Ning, KANG Chongqing. Analysis theory of generalized electric circuit for multi-energy networks——part two network model[J]. Automation of Electric Power Systems, 2020, 44(10): 10-21.

陈彬彬, 孙宏斌, 陈瑜玮, 等. 综合能源系统分析的统一能路理论(一): 气路[J]. 中国电机工程学报, 2020, 40(2): 436-443. CHEN Binbin, SUN Hongbin, CHEN Yuwei, et al. Energy circuit theory of integrated energy system analysis (I): gaseous circuit[J]. Proceedings of the CSEE, 2020, 40(2): 436-443.

陈彬彬, 孙宏斌, 尹冠雄, 等. 综合能源系统分析的统一能路理论(二): 水路与热路[J]. 中国电机工程学报, 2020, 40(7): 2133-2142. CHEN Binbin, SUN Hongbin, YIN Guanxiong, et al. Energy circuit theory of integrated energy system analysis (II): hydraulic circuit and thermal circuit[J]. Proceedings of the CSEE, 2020, 40(7): 2133-2142.

陈彬彬, 孙宏斌, 吴文传, 等. 综合能源系统分析的统一能路理论(三): 稳态与动态潮流计算[J]. 中国电机工程学报, 2020, 40(15): 4820-4830. CHEN Binbin, SUN Hongbin, WU Wenchuan, et al. Energy circuit theory of integrated energy system analysis (III): steady and dynamic energy flow calculation[J]. Proceedings of the CSEE, 2020, 40(15): 4820-4830.

尹冠雄, 陈彬彬, 孙宏斌, 等. 综合能源系统分析的统一能路理论(四): 天然气网动态状态估计[J]. 中国电机工程学报, 2020, 40(18): 5827-5836. YIN Guanxiong, CHEN Binbin, SUN Hongbin, et al. Energy circuit theory of integrated energy system analysis (IV): dynamic state estimation of the natural gas network[J]. Proceedings of the CSEE, 2020, 40(18): 5827-5836.

张苏涵, 顾伟, 姚帅, 等. 综合能源网络统一建模及其应用(一): 时域二端口模型[J]. 中国电机工程学报, 2021, 41(19): 6509-6520. ZHANG Suhan, GU Wei, YAO Shuai, et al. Unified modeling of integrated energy networks in time domain and its applications (I): two-port models in time domain[J]. Proceedings of the CSEE, 2021, 41(19): 6509-6520.

张苏涵, 顾伟, 姚帅, 等. 综合能源网络统一建模及其应用(二): 复频域增广模型与时、频模型对比[J]. 中国电机工程学报, 2022, 42(16): 5798-5810. ZHANG Suhan, GU Wei, YAO Shuai, et al. Unified modeling of integrated energy networks in time domain and its applications (II): augmented model in complex frequency domain and comparison between time/frequency domain models[J]. Proceedings of the CSEE, 2022, 42(16): 5798-5810.

ZHANG Suhan, GU Wei, ZHANG Xiaoping, et al. Dynamic modeling and simulation of integrated electricity and gas systems[J]. IEEE Transactions on Smart Grid, 2023, 14(2): 1011-1026.

LI Yuxuan, ZHANG Junli, WU Xiao, et al. Optimal design of combined cooling, heating and power multi-energy system based on load tracking performance evaluation of adjustable equipment[J]. Applied Thermal Engineering, 2022, 211: 118423.

ZHENG Bingle, WU Xiao. Integrated capacity configuration and control optimization of off-grid multiple energy system for transient performance improvement[J]. Applied Energy, 2022, 311: 118638.

CHENG Hongzhong, WU Jian, LUO Zhao, et al. Optimal planning of multi-energy system considering thermal storage capacity of heating network and heat load[J]. IEEE Access, 2019, 7: 13364-13372.

HE Shuaijia, GAO Hongjun, WANG Lingfeng, et al. Distributionally robust planning for integrated energy systems incorporating electric-thermal demand response[J]. Energy, 2020, 213: 118783.

PAN Guangsheng, GU Wei, LU Shuai, et al. Coordinated planning of multi-energy system with district heating network[C]//2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm). Aalborg: IEEE, 2018: 1-6.

HUANG Wujing, ZHANG Xi, LI Kangping, et al. Resilience oriented planning of urban multi-energy systems with generalized energy storage sources[J]. IEEE Transactions on Power Systems, 2022, 37(4): 2906-2918.

ZHENG Wenguang, ZHONG Weipeng, WEI Gang, et al. An intra-day rolling dynamic dispatch for isolated microgrid with MPC method[C]//2020 Chinese Automation Congress (CAC). Shanghai: IEEE, 2020: 5646-5650.

CHANG Dawei, SHEN Jiong, ZHANG Junli. Day-ahead and intraday optimal dispatch schedule for MGT-IES considering the dynamic characteristics of main equipment[C]//20216th International Conference on Power and Renewable Energy (ICPRE). Shanghai: IEEE, 2021: 1295-1302.

ZLOTNIK A, ROALD L, BACKHAUS S, et al. Coordinated scheduling for interdependent electric power and natural gas infrastructures[J]. IEEE Transactions on Power Systems, 2017, 32(1): 600-610.

FAN Jiale, TONG Xiaoyang, ZHAO Junbo. Multi-period optimal energy flow for electricity-gas integrated systems considering gas inertia and wind power uncertainties[J]. International Journal of Electrical Power & Energy Systems, 2020, 123: 106263.

ZHONG Junjie, LI Yong, CAO Yijia, et al. Stochastic optimization of integrated energy system considering network dynamic characteristics and psychological preference[J]. Journal of Cleaner Production, 2020, 275: 122992.

ZHANG Menglin, WU Qiuwei, WEN Jinyu, et al. Optimal operation of integrated electricity and heat system: a review of modeling and solution methods[J]. Renewable and Sustainable Energy Reviews, 2021, 135: 110098.

DIANGELAKIS N A, AVRAAMIDOU S, PISTIKOPOULOS E N. Decentralized multiparametric model predictive control for domestic combined heat and power systems[J]. Industrial & Engineering Chemistry Research, 2016, 55(12): 3313-3326.

JIN Yuhui, WU Xiao, SHEN Jiong. Power-heat coordinated control of multiple energy system for off-grid energy supply using multi-timescale distributed predictive control[J]. Energy, 2022, 254: 124336.

LEI Xuanang, LIN Yujun, YANG Qiufan, et al. Research on coordinated control of renewable-energy-based heat-power station system[J]. Applied Energy, 2022, 324: 119736.

KUBOTH S, HEBERLE F, KNIG-HAAGEN A, et al. Economic model predictive control of combined thermal and electric residential building energy systems[J]. Applied Energy, 2019, 240: 372-385.

ZHANG Ning, SUN Qiuye, YANG Lingxiao, et al. Event-triggered distributed hybrid control scheme for the integrated energy system[J]. IEEE Transactions on Industrial Informatics, 2022, 18(2): 835-846.

LIU Chunming, WANG Chunling, YIN Yujun, et al. Bi-level dispatch and control strategy based on model predictive control for community integrated energy system considering dynamic response performance[J]. Applied Energy, 2022, 310: 118641.

WU Long, YIN Xunyuan, PAN Lei, et al. Economic model predictive control of integrated energy systems: a multi-time-scale framework[J]. Applied Energy, 2022, 328: 120187.

KNEISKE T M, NIEDERMEYER F, BOELLING C. Testing a model predictive control algorithm for a PV-CHP hybrid system on a laboratory test-bench[J]. Applied Energy, 2019, 242: 121-137.

KNEISKE T M, BRAUN M, HIDALGO-RODRIGUEZ D I. A new combined control algorithm for PV-CHP hybrid systems[J]. Applied Energy, 2018, 210: 964-973.

孙宏斌, 郭庆来, 薛屹洵, 等. 再论能源互联网: 形态、使命与路径[J]. 中国电机工程学报, 2024, 44(18): 7104-7114. SUN Hongbin, GUO Qinglai, XUE Yixun, et al. Re-discussion on the energy internet: formation, mission, and path[J]. Proceedings of the CSEE, 2024, 44(18): 7104-7114.

LEVI P J, KURLAND S D, CARBAJALES-DALE M, et al. Macro-energy systems: toward a new discipline[J]. Joule, 2019, 3(10): 2282-2286.

田世明, 栾文鹏, 张东霞, 等. 能源互联网技术形态与关键技术[J]. 中国电机工程学报, 2015, 35(14): 3482-3494. TIAN Shiming, LUAN Wenpeng, ZHANG Dongxia, et al. Technical forms and key technologies on energy internet[J]. Proceedings of the CSEE, 2015, 35(14): 3482-3494.

姜海洋, 杜尔顺, 朱桂萍, 等. 面向高比例可再生能源电力系统的季节性储能综述与展望[J]. 电力系统自动化, 2020, 44(19): 194-207. JIANG Haiyang, DU Ershun, ZHU Guiping, et al. Review and prospect of seasonal energy storage for power system with high proportion of renewable energy[J]. Automation of Electric Power Systems, 2020, 44(19): 194-207.

GUO Zheng, CHENG Rui, XU Zhaofeng, et al. A multi-region load dispatch model for the long-term optimum planning of China's electricity sector[J]. Applied Energy, 2017, 185: 556-572.

ZHU Ziheng, ZHANG Da, ZHANG Xiaoye, et al. Integrated modeling for the transition pathway of China's power system[J]. Energy & Environmental Science, 2025, 18(8): 3699-3717.

姜海洋, 杜尔顺, 金晨, 等. 高比例清洁能源并网的跨国互联电力系统多时间尺度储能容量优化规划[J]. 中国电机工程学报, 2021, 41(6): 2101-2114. JIANG Haiyang, DU Ershun, JIN Chen, et al. Optimal planning of multi-time scale energy storage capacity of cross-national interconnected power system with high proportion of clean energy[J]. Proceedings of the CSEE, 2021, 41(6): 2101-2114.

CHEN Siyuan, LI Zheng, LI Weiqi. Integrating high share of renewable energy into power system using customer-sited energy storage[J]. Renewable and Sustainable Energy Reviews, 2021, 143: 110893.

LI Zheng, DU Binglin, PETERSEN N, et al. Potential of hydrogen and thermal storage in the long-term transition of the power sector: a case study of China[J]. Energy, 2024, 307: 132512.

李政, 陈思源, 董文娟, 等. 碳约束条件下电力行业低碳转型路径研究[J]. 中国电机工程学报, 2021, 41(12): 3987-4000. LI Zheng, CHEN Siyuan, DONG Wenjuan, et al. Low carbon transition pathway of power sector under carbon emission constraints[J]. Proceedings of the CSEE, 2021, 41(12): 3987-4000.

LI Tianxiao, LIU Pei. How to deal with existing coal production capacity on a low-carbon transition pathway? A case study of China[J]. Chemical Engineering Transactions, 2020, 76: 1093-1098.

LI Tianxiao, LIU Pei, LI Zheng. Optimal scale of natural gas reserves in China under increasing and fluctuating demand: a quantitative analysis[J]. Energy Policy, 2021, 152: 112221.

LI Tianxiao, LI Zheng, LI Weiqi. Scenarios analysis on the cross-region integrating of renewable power based on a long-period cost-optimization power planning model[J]. Renewable Energy, 2020, 156: 851-863.

LI Tianxiao, LIU Pei, LI Zheng. Modelling and optimization of a multi-regional hydrogen supply system: a case study of China[J]. Computer Aided Chemical Engineering, 2020, 48: 109-114.

HE Yuezhang, DU Ershun, LIU Pei, et al. Decarbonization pathways and layout evolution in China's steel sector[J]. Renewable and Sustainable Energy Reviews, 2025, 215: 115588.