基于时变预测控制的直流炉供热机组电热协调变负荷策略Electric heating coordinated load variation strategy for once through boiler based on time-varying model predictive control
张小科,韩崇尚,郝倚燃,王建波,张少锋,胡怀中
摘要(Abstract):
“双碳”背景下要求直流炉供热机组具备快速变负荷能力。对此,提出一种基于线性时变模型预测控制(linear time-varying model predictive control,LTV-MPC)的电热协调变负荷策略,可同时利用锅炉蓄热和热网蓄热以提高变负荷速率。首先,对热负荷信号偏差进行积分从而建立等效热负荷模型,并将其作为预测模型的被控量之一;然后,以负荷快速跟踪、机组运行稳定以及供热及时补偿作为MPC滚动优化的目标,进而在线求解每个时刻的最优控制律并作用于机组,此外,显式处理了机组运行约束,确保供热抽汽流量变化不会影响低压缸运行稳定性;最后,基于某350 MW机组进行仿真验证,结果表明,该策略能够实现对5%Pe/min变负荷指令的精准跟踪,且相较于基于PID的电热协调变负荷策略,热负荷恢复时间缩短26%。仿真结果验证了所提策略在提升供热机组快速变负荷能力方面的优越性。
关键词(KeyWords): 直流炉供热机组;电热协调;快速变负荷;热负荷补偿;时变模型预测控制
基金项目(Foundation):
作者(Author): 张小科,韩崇尚,郝倚燃,王建波,张少锋,胡怀中
DOI: 10.19666/j.rlfd.202407171
参考文献(References):
- [1]国家能源局.国家能源局2023年四季度新闻发布会文字实录[EB/OL].(2023-10-31)[2024-05-17]. https://www.nea.gov.cn/2023-10/31/c_1310748132.htm.National Energy Administration. Text transcript of the National Energy Administration’s press conference for the fourth quarter of 2023[EB/OL].(2023-10-31)[2024-05-17]. https://www.nea.gov.cn/2023-10/31/c_1310748132.htm.
- [2] SINSEL S R, RIEMKE R L, HOFFMANN V H.Challenges and solution technologies for the integration of variable renewable energy sources:a review[J].Renewable Energy, 2020, 145:2271-2285.
- [3]和萍,宫智杰,靳浩然,等.高比例可再生能源电力系统调峰问题综述[J].电力建设, 2022, 43(11):108-121.HE Ping, GONG Zhijie, JIN Haoran, et al. Review of peak-shaving problem of electric power system with high proportion of renewable energy[J]. Electric Power Construction, 2022, 43(11):108-121.
- [4]祁海波,邹洋,李钊,等.热电联产机组供热能耗影响因素研究[J].热能动力工程, 2023, 38(6):88-95.QI Haibo, ZOU Yang, LI Zhao, et al. Study on factors affecting heating energy consumption of cogeneration unit[J]. Journal of Engineering for Thermal Energy and Power, 2023, 38(6):88-95.
- [5]许朋江,徐睿,邓佳,等. 330 MW机组采暖抽汽对发电热经济性的影响分析[J].中国电机工程学报, 2020,40(19):6257-6264.XU Pengjiang, XU Rui, DENG Jia, et al. Analysis of the influence of heating steam extraction of 330 MW unit on the economy of electric generation[J]. Proceedings of the CSEE, 2020, 40(19):6257-6264.
- [6]黄畅,张攀,王卫良,等.燃煤发电产业升级支撑我国节能减排与碳中和国家战略[J].热力发电, 2021,50(4):1-6.HUANG Chang, ZHANG Pan, WANG Weiliang, et al.The upgradation of coal-fired power generation industry supports China’s energy conservation, emission reduction and carbon neutrality[J]. Thermal Power Generation, 2021, 50(4):1-6.
- [7]王耀函.火电机组蓄能特性与灵活性控制研究[D].北京:华北电力大学, 2018:1.WANG Yaohan. Research on energy storage characteristic and flexibility control of thermal power plant[D]. Beijing:North China Electric Power University, 2018:1.
- [8]王冠杰,田亮,邓拓宇.热电联产机组柔性控制仿真研究[J].热力发电, 2023, 52(1):123-131.WANG Guanjie, TIAN Liang, DENG Tuoyu. Simulation study on flexible control of cogeneration unit[J]. Thermal Power Generation, 2023, 52(1):123-131.
- [9]刘吉臻,王耀函,曾德良,等.基于凝结水节流的火电机组AGC控制优化方法[J].中国电机工程学报, 2017,37(23):6918-6926.LIU Jizhen, WANG Yaohan, ZENG Deliang. An AGC control method of thermal unit based on condensate throttling[J]. Proceedings of the CSEE, 2017, 37(23):6918-6926.
- [10]韩中合,向鹏,袁景泉,等.基于凝结水节流调节的供热机组快速变负荷性能研究[J].汽轮机技术, 2020,62(1):6-11.HAN Zhonghe, XIANG Peng, YUAN Jingquan, et al.Research on rapid load change performance of heat supply units based on condensate throttling[J]. Turbine Technology, 2020, 62(1):6-11.
- [11]赵征,于悦波,孙昊天.基于凝结水节流的新型协调优化控制策略[J].动力工程学报, 2021, 41(2):107-113.ZHAO Zheng, YU Yuebo, Sun Haotian. Optimization of a new coordinated control strategy based on condensate throttling[J]. Journal of Chinese Society of Power Engineering, 2021, 41(2):107-113.
- [12]张开萍,高明明,张洪福,等.基于凝结水节流及热网蓄能的循环流化床供热机组变负荷性能研究[J].热力发电, 2022, 51(4):47-54.ZHANG Kaiping, GAO Mingming, ZHANG Hongfu, et al. Research on variable load performance of CFB heating unit based on condensate throttle and thermal network energy storage[J]. Thermal Power Generation,2022, 51(4):47-54.
- [13]王寒雨,周丽丽,胥建群,等.超超临界1 050 MW机组凝结水节流特性研究[J].汽轮机技术, 2022, 64(4):295-299.WANG Hanyu, ZHOU Lili, XU Jianqun, et al. Study on throttling characteristics of condensate of ultrasupercritical 1 050 MW unit[J]. Turbine Technology,2022, 64(4):295-299.
- [14]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.
- [15] JIE P F, TIAN Z, YUAN S S. Modeling the dynamic characteristics of a district heating network[J]. Energy,39(1):126-134.
- [16]邓拓宇,田亮,刘吉臻.供热机组负荷指令多尺度前馈协调控制方案[J].热力发电, 2016, 45(3):48-53.DENG Tuoyu, TIAN Liang, LIU Jizhen. Multi-scale feedforward coordinated control scheme for load command of heat supply units[J]. Thermal Power Generation, 2016, 45(3):48-53.
- [17]王玮,孙阳,刘吉臻,等.适应电网快速调频的热电联产机组新型变负荷控制策略[J].电力系统自动化,2018, 42(21):63-69.WANG Wei, SUN Yang, LIU Jizhen, et al. A new variable load control strategy for combined heat and power generation units adapting to fast frequency regulation in the power grid[J]. Automation of Electric Power Systems, 2018, 42(21):63-69.
- [18] WANG W, ZHANG G M, NIU Y G, et al. A new boiler-turbine-heating coordinated control strategy to improve the operating flexibility of CHP units[J].International Journal of Control, Automation and Systems, 2022, 20(5):1569-1581.
- [19]王玮,申朋玉,李雪寒,等.提升直流炉供热机组灵活性的电热协调控制策略[J].中国电机工程学报, 2023,43(6):2100-2109.WANG Wei, SHEN Pengyu, LI Xuehan, et al.Electricity-heat coordinated control strategy for improving the flexibility of a once-through CHP unit[J].Proceedings of the CSEE, 2023, 43(6):2100-2109.
- [20] ZENG D L, GAO Y K, HU Y, et al. Optimization control for the coordinated system of an ultra-supercritical unit based on stair-like predictive control algorithm[J].Control Engineering Practice, 2019, 82:185-200.
- [21]栾丛超,贾光瑞,程成,等.基于模型预测控制算法的供热机组负荷控制[J].热力发电, 2022, 51(10):114-121.LUAN Congchao, JIA Guangrui, CHENG Cheng, et al.Load control of heating unit based on model prediction algorithm[J]. Thermal Power Generation, 2022, 51(10):114-121.
- [22]刘鑫屏,田亮,王琪,等.供热机组发电负荷-机前压力-抽汽压力简化非线性动态模型[J].动力工程学报,2014, 34(2):115-121.LIU Xinping, TIAN Liang, WANG Qi, et al. Simplified nonlinear dynamic model of generating load-throttle pressure-extraction pressure for heating units[J]. Journal of Chinese Society of Power Engineering, 2014, 34(2):115-121.
- [23]张光明.热电联产机组灵活运行特性分析与控制研究[D].北京:华北电力大学, 2022:1.ZHANG Guangming. Research on flexible operation characteristics and control of combined heat and power units[D]. Beijing:North China Electric Power University, 2022:1.
- [24]闫姝,曾德良,刘吉臻,等.直流炉机组简化非线性模型及仿真应用[J].中国电机工程学报, 2012, 32(11):126-134.YAN Shu, ZENG Deliang, LIU Jizhen, et al. A simplified non-linear model of a once-through boiler-turbine unit and its application[J]. Proceedings of the CSEE, 2012,32(11):126-134.
- [25]国家能源局华北监管局.华北区域电力并网运行管理实施细则[EB/OL].(2022-07-01)[2024-05-17].https://hbj.nea.gov.cn/xxgk/fdzdgknr/scxxgk/202311/t20231105_195986.html.National Energy Administration North China Regulatory Bureau. Implementation rules for grid connection operation management of electric power in north China region[EB/OL].(2022-07-01)[2024-05-17]. https://hbj.nea.gov.cn/xxgk/fdzdgknr/scxxgk/202311/t20231105_195986.html.