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1.电力电子节能与传动控制河北省重点实验室(燕山大学),河北省秦皇岛市 066004
2.国网沈阳供电公司,辽宁省沈阳市 110811
崔屹峰(1991—),男,硕士研究生,主要研究方向:温控负荷和需求侧管理。E-mail:tyut-cyf@foxmail.com
李珍国(1973—),男,通信作者,博士,副教授,硕士生导师,主要研究方向:电力电子与电力传动。E-mail:lzg@ysu.edu.cn
杨金庆(1995—),男,硕士研究生,主要研究方向:新能源并网。E-mail:yangjinqing01@163.com
收稿日期:2020-05-05,
修回日期:2020-10-28,
网络出版日期:2020-12-08,
纸质出版日期:2021-04-10
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崔屹峰,李珍国,杨金庆等.考虑需求差异的户用蓄热式电采暖优化运行策略[J].电力系统自动化,2021,45(7):116-122.
CUI Yifeng,LI Zhenguo,YANG Jinqing,et al.Optimal Operation Strategy for Household Electric Thermal Storage Heating Considering Demand Difference[J].Automation of Electric Power Systems,2021,45(7):116-122.
崔屹峰,李珍国,杨金庆等.考虑需求差异的户用蓄热式电采暖优化运行策略[J].电力系统自动化,2021,45(7):116-122. DOI: 10.7500/AEPS20200505008.
CUI Yifeng,LI Zhenguo,YANG Jinqing,et al.Optimal Operation Strategy for Household Electric Thermal Storage Heating Considering Demand Difference[J].Automation of Electric Power Systems,2021,45(7):116-122. DOI: 10.7500/AEPS20200505008.
蓄热式电采暖是农村和远郊分散居民清洁取暖的主要方式之一,其“先用电,后放热”的运行特征为统筹规划各时段的蓄热放热过程增加了难度。为改善用户采暖体验,促进蓄热式电采暖的推广,提出了一种户用蓄热式电采暖优化运行策略。采用等效热参数思想,构造了蓄热式电采暖的热动态模型;以温度效用值和负荷转移率分别作为用户采暖舒适性和经济性的评价指标,建立了求解采暖设备输入功率的优化模型,并引入需求偏好因子,方便用户在经济性和舒适性之间进行灵活调节;采用滚动优化方式和参数修正算法降低温度预报偏差和建筑性能参数变化带来的影响。仿真算例表明,所提优化运行策略能兼顾用户采暖舒适性和经济性,适用于不同需求偏好。
Electric thermal storage heating is one of the main methods of clean heating for scattered residents in rural and outer suburbs. The operation characteristic of “electricity consumption before heat release” increases the difficulty in overall planning for the heat storage and heat release process of each period. To improve the users’ heating experience and promote the popularization of electric thermal storage heating
an optimal operation strategy for household electric thermal storage heating is proposed. Based on the idea of equivalent thermal parameters
the thermal dynamic model of electric thermal storage heating is constructed. The temperature utility value and load transfer rate are used as the evaluation indices for user heating comfort and economy
respectively. An optimization model is established for solving the input power of heating equipment
in which the introduced demand preference factor facilitates users to adjust flexibly between economy and comfort. The rolling optimization strategy and parameter correction algorithm are adopted to reduce the adverse effects caused by temperature prediction error and building parameters variation. The simulation results show that the proposed optimal operation strategy can simultaneously take into account the users’ heating comfort and economy
and is suitable for different demand preferences.
刘新华 , 韩健 , 张楠 , 等 . 中国分散式民用供热技术现状分析 [J]. 中国科学院院刊 , 2019 , 34 ( 4 ): 401 - 408 .
LIU Xinhua , HAN Jian , ZHANG Nan , et al . Status of decentralized civil heating technology in China [J]. Bulletin of Chinese Academy of Sciences , 2019 , 34 ( 4 ): 401 - 408 .
PETRICHENKO L , BROKA Z , SAUHATS A . Impact of smart electric thermal storage on distribution grid [C]// IEEE International Conference on Environment & Electrical Engineering & IEEE Industrial & Commercial Power Systems Europe , June 6 - 9 , 2017 , Milan, Italy: 1 - 6 .
KILKKI O , ALAHAIVALA A , SEILONEN I . Optimized control of price-based demand response with electric storage space heating [J]. IEEE Transactions on Industrial Informatics , 2015 , 11 ( 1 ): 281 - 288 .
范帅 , 郏琨琪 , 郭炳庆 , 等 . 分散式电采暖负荷协同优化运行策略 [J]. 电力系统自动化 , 2017 , 41 ( 19 ): 20 - 29 .
FAN Shuai , JIA Kunqi , GUO Bingqing , et al . Collaborative optimal operation strategy for decentralized electric heating loads [J]. Automation of Electric Power Systems , 2017 , 41 ( 19 ): 20 - 29 .
黄亚峰 , 朱玉杰 , 穆钢 , 等 . 基于温度预报的户用电采暖负荷可调节能力评估 [J]. 电网技术 , 2018 , 42 ( 8 ): 2487 - 2493 .
HUANG Yafeng , ZHU Yujie , MU Gang , et al . Evaluation of adjustable capacity of household electrical heating load based on temperature forecast [J]. Power System Technology , 2018 , 42 ( 8 ): 2487 - 2493 .
LU Ning . An evaluation of the HVAC load potential for providing load balancing service [J]. IEEE Transactions on Smart Grid , 2012 , 3 ( 3 ): 1263 - 1270 .
戚野白 , 王丹 , 贾宏杰 , 等 . 基于归一化温度延伸裕度控制策略的温控设备需求响应方法研究 [J]. 中国电机工程学报 , 2015 , 35 ( 21 ): 5455 - 5464 .
QI Yebai , WANG Dan , JIA Hongjie , et al . Research on demand response for thermostatically controlled appliances based on normalized temperature extension margin control strategy [J]. Proceedings of the CSEE , 2015 , 35 ( 21 ): 5455 - 5464 .
姚垚 , 张沛超 . 大规模变频空调参与电力系统辅助服务的协调控制方法 [J]. 电力系统自动化 , 2018 , 42 ( 22 ): 183 - 198 .
YAO Yao , ZHANG Peichao . Coordinated control method for ancillary services of power system with participation of large-scale inverter air-conditioner [J]. Automation of Electric Power Systems , 2018 , 42 ( 22 ): 183 - 198 .
曲朝阳 , 韩晶 , 曲楠 , 等 . 考虑家电关联与舒适性相结合的用电行为多目标优化模型 [J]. 电力系统自动化 , 2018 , 42 ( 2 ): 50 - 57 .
QU Zhaoyang , HAN Jing , QU Nan , et al . Multi-objective optimization model of electricity consumption behavior considering combination of household appliance correlation and comfort [J]. Automation of Electric Power Systems , 2018 , 42 ( 2 ): 50 - 57 .
HONG Y , LIN J , WU C , et al . Multi-objective air-conditioning control considering fuzzy parameters using immune clonal selection programming [J]. IEEE Transactions on Smart Grid , 2012 , 3 ( 4 ): 1603 - 1610 .
JAZAERI J , ALPCAN T , GORDON R . A joint electrical and thermodynamic approach to HVAC load control [J]. IEEE Transactions on Smart Grid , 2020 , 11 ( 1 ): 15 - 25 .
王志强 , 王珊 , 张馨月 , 等 . 计及用户响应行为差异性的区域电采暖负荷特性建模 [J]. 电力系统自动化 , 2019 , 43 ( 7 ): 98 - 110 .
WANG Zhiqiang , WANG Shan , ZHANG Xinyue , et al . Modeling for load characteristics of regional electric heating system considering difference of users response behavior [J]. Automation of Electric Power Systems , 2019 , 43 ( 7 ): 98 - 110 .
SHAO S , PIPATTANASOMPORN M , RAHMAN S . Development of physical-based demand response-enabled residential load models [J]. IEEE Transactions on Power Systems , 2013 , 28 ( 2 ): 607 - 614 .
崔屹峰 , 李珍国 , 贾清泉 , 等 . 基于参数辨识与状态估计的温控负荷响应能力动态评估 [J/OL]. 电力系统自动化 [ 2020-11-02 ]. https://kns.cnki.net/kcms/detail/32.1180.TP.20201023.1025.002.html https://kns.cnki.net/kcms/detail/32.1180.TP.20201023.1025.002.html .
CUI Yifeng , LI Zhenguo , JIA Qingquan , et al . Dynamic evaluation of thermostatically control load response potential based on parameter and state estimation [J/OL]. Automation of Electric Power Systems [ 2020-11-02 ]. http://kns.cnki.net/kcms/detail/32.1180.TP.20201023.1025.002.html http://kns.cnki.net/kcms/detail/32.1180.TP.20201023.1025.002.html .
李国庆 , 庄冠群 , 田春光 , 等 . 基于大规模储能融合蓄热式电锅炉的风电消纳多目标优化控制 [J]. 电力自动化设备 , 2018 , 38 ( 10 ): 46 - 52 .
LI Guoqing , ZHUANG Guanqun , TIAN Chunguang , et al . Multi-objective optimization control of wind power consumption based on regenerative electric boiler system integrated with large-scale energy storage [J]. Electric Power Automation Equipment , 2018 , 38 ( 10 ): 46 - 52 .
张嘉睿 , 穆云飞 , 贾宏杰 , 等 . 考虑停电时段用户热需求的蓄热式电采暖日前优化调度方法 [J]. 电力系统自动化 , 2020 , 44 ( 21 ): 15 - 22 .
ZHANG Jiarui , MU Yunfei , JIA Hongjie , et al . Day-ahead optimal scheduling method for regenerative electric heating considering thermal demand of users during power outage [J]. Automation of Electric Power Systems , 2020 , 44 ( 21 ): 15 - 22 .
赵雪霖 , 何光宇 . 生活电器用电效用概念及其评估方法 [J]. 电力系统自动化 , 2016 , 40 ( 1 ): 53 - 59 .
ZHAO Xuelin , HE Guangyu . Power utility evaluation of residential electrical appliances [J]. Automation of Electric Power Systems , 2016 , 40 ( 1 ): 53 - 59 .
阮文骏 , 王蓓蓓 , 李扬 , 等 . 峰谷分时电价下的用户响应行为研究 [J]. 电网技术 , 2012 , 36 ( 7 ): 86 - 93 .
RUAN Wenjun , WANG Beibei , LI Yang , et al . Customer response behavior in time-of-use price [J]. Power System Technology , 2012 , 36 ( 7 ): 86 - 93 .
KENNEDY J . Particle swarm optimization [M]. Springer , USA: Encyclopedia of Machine Learning , 2010 .
赖纪东 , 谢天月 , 苏建徽 , 等 . 基于粒子群优化算法的孤岛微电网电压不平衡补偿协调控制 [J]. 电力系统自动化 , 2020 , 44 ( 16 ): 121 - 129 .
LAI Jidong , XIE Tianyue , SU Jianhui , et al . Coordinated control of voltage unbalance compensation in islanded microgrid based on particle swarm optimization algorithm [J]. Automation of Electric Power Systems , 2020 , 44 ( 16 ): 121 - 129 .
唐佳 , 王丹 , 贾宏杰 , 等 . 基于元模型辅助粒子群算法的主动配电网最优经济运行 [J]. 电力系统自动化 , 2018 , 42 ( 4 ): 95 - 103 .
TANG Jia , WANG Dan , JIA Hongjie , et al . Optimal economic operation of active distribution networks based on hybrid algorithm of surrogate model and particle swarm optimization [J]. Automation of Electric Power Systems , 2018 , 42 ( 4 ): 95 - 103 .
BOZCHALUI M , HASHMI S , HASSEN H , et al . Optimal operation of residential energy hubs in smart grids [J]. IEEE Transactions on Smart Grid , 2012 , 3 ( 4 ): 1755 - 1766 .
中华人民共和国住房和城乡建设部 . 严寒和寒冷地区居住建筑节能设计标准 : JGJ 26—2018 [S]. 北京 : 中国建筑工业出版社 , 2018 .
Ministry of Housing and Urban-Rural Development of the People’s Republic of China . Design standard for energy efficiency of residential buildings in severe cold and cold zones : JGJ 26—2018 [S]. Beijing : China Architecture & Building Press , 2018 .
姚垚 , 张沛超 , 王永权 . 温控负荷参与快速频率调整的双层控制方法 [J]. 中国电机工程学报 , 2018 , 38 ( 17 ): 4987 - 4998 .
YAO Yao , ZHANG Peichao , WANG Yongquan . A two-layer control method for thermostatically controlled loads to provide fast frequency regulation [J]. Proceedings of the CSEE , 2018 , 38 ( 17 ): 4987 - 4998 .
杨志刚 . 高温显热蓄热式电暖气的研制及其传热性能研究 [D]. 北京 : 北京工业大学 , 2005 .
YANG Zhigang . Research and development on high temperature sensible thermal storage electricity radiator and research on its heat transfer performance [D]. Beijing : Beijing University of Technology , 2005 .
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