面向园区微网的综合能源系统多目标优化设计Multi-Objective Optimal Design of Integrated Energy System for Park-Level Microgrid
周灿煌;郑杰辉;荆朝霞;吴青华;周孝信;
摘要(Abstract):
考虑到园区综合能源系统的输入能源及能源转换设备的选择多样性,以及当今社会对综合能源系统的环保性及节能性的高度重视,提出了一种面向园区微网的综合能源系统多目标优化设计方法。首先建立系统的基本架构;然后以年总费用、年污染排放和年能耗为优化目标,运用两阶段优化方法对系统进行优化;最后采用基于证据推理的决策方法得到最优的系统方案。算例结果表明,所提园区综合能源系统在经济、环境和能源3个方面的效益都高于单供系统和"以热点电"运行策略下的联供系统;而"以电定热"运行策略下的联供系统虽然具有更好的环境和能源效益,但其经济效益远低于园区综合能源系统;因此,所提园区综合能源系统的综合效益最高。结果还表明,太阳能可有效提高系统的综合效益;而系统与电网的联网方式也对系统具有较大影响。
关键词(KeyWords): 园区微网;综合能源系统;两阶段优化;多目标粒子群算法;证据推理决策方法
基金项目(Foundation): 国家自然科学基金资助项目(51437006);; 广东省创新团队研究项目(201001N0104744201)~~
作者(Author): 周灿煌;郑杰辉;荆朝霞;吴青华;周孝信;
Email:
DOI: 10.13335/j.1000-3673.pst.2018.0280
参考文献(References):
- [1]贾宏杰,穆云飞,余晓丹.对我国综合能源系统发展的思考[J].电力建设,2015,36(1):16-25.Jia Hongjie,Mu Yunfei,Yu Xiaodan.Thought about the integrated energy system in China[J].Electric Power Construction,2015,36(1):16-25(in Chinese).
- [2]贾宏杰,王丹,徐宪东,等.区域综合能源系统若干问题研究[J].电力系统自动化,2015,39(7):198-207.Jia Hongjie,Wang Dan,Xu Xiandong,et al.Research on some key problems related to integrated energy system[J].Automation of Electric Power Systems,2015,39(7):198-207(in Chinese).
- [3]吴建中.欧洲综合能源发展的驱动与现状[J].电力系统自动化,2016,40(5):1-7Wu Jianzhong.Drivers and state-of-the-art of integrated energy system in Europe[J].Automation of Electric Power Systems,2016,40(5):1-7(in Chinese).
- [4]吉平,周孝信,宋云亭,等.区域可再生能源规划模型评述与展望[J].电网技术,2013,37(8):2071-2079.Ji Ping,Zhou Xiaoxin,Song Yunting,et al.Review and prospect of regional renewable energy planning models[J].Power System Technology,2013,37(8):2071-2079(in Chinese).
- [5]魏大钧,孙波,赵峰,等.小型生物质沼气冷热电联供系统多目标优化设计与运行分析[J].电力系统自动化,2015,39(12):7-12.Wei Dajun,Sun Bo,Zhao Feng,et al.Multi-objective optimization design and operation analysis of a small biomass combined cooling heating and power system[J].Automation of Electric Power Systems,2015,39(12):7-12(in Chinese).
- [6]荆有印,白鹤,张建良.太阳能冷热电联供系统的多目标优化设计与运行策略分析[J].中国电机工程学报,2012,32(20):82-87.Jing Youyin,Bai He,Zhang Jianliang.Multi-objective optimization design and operation strategy analysis of a solar combined cooling heating and power system[J].Proceeding of the CSEE,2012,32(20):82-87(in Chinese).
- [7]周任军,尹权,康信文,等.风电并入冷热电联供系统的优化运行控制[J].电力科学与技术学报,2014,29(3):45-51.Zhou Renjun,Yin Quan,Kang Xinwen,et al.Optimization operation control for wind power access to CCHP system[J].Journal of Electric Power Science and Technology,2014,29(3):45-51(in Chinese).
- [8]李锋,赵玺灵,付林,等.利用地温能的新型热电冷联供系统及应用分析[J].建筑科学,2010,26(10):131-135.Li Feng,Zhao Xiling,Fu Lin,et al.A new CCHP system based on geothermal energy and its application analysis[J].Building Science,2010,26(10):131-135(in Chinese).
- [9]康书硕,李洪强,蔡博,等.冷热电联供系统中“以热定电”与“以电定热”的分析研究[J].建筑科学,2012,28(2):255-259.Kang Shushuo,Li Hongqiang,Cai Bo,et al.Analysis of“following the thermal”and“following the electricity”in CCHP system[J].Building Science,2012,28(2):255-259(in Chinese).
- [10]白牧可,王越,唐巍,等.基于区间线性规划的区域综合能源系统日前优化调度[J].电网技术,2017,41(12):3963-3970.Bai Muke,Wang Yue,Tang Wei,et al.Day-ahead optimal dispatching of regional integrated energy system based on interval linear programming[J].Power System Technology,2017,41(12):3963-3970(in Chinese).
- [11]Wang J J,Jing Y Y,Zhang C F,et al.Performance comparison of combined cooling heating and power system in different operation modes[J].Applied Energy,2011,88(12):4621-4631.
- [12]Mago P J,Chamra L M,Ramsay J.Micro-combined cooling,heating and power systems hybrid electric-thermal load following operation[J].Applied Thermal Engineering,2010,30(8):800-806.
- [13]Bischi A,Taccari L,Martelli E,et al.A detailed MILP optimization model for combined cooling heat and power system operation planning[J].Energy,2014,74(5):12-26.
- [14]Ren H,Gao W.A MILP model for integrated plan and evaluation of distributed energy systems[J].Applied Energy,2010,87(3):1001-1014.
- [15]Rubio-Maya C,Uche-Marcuello J,Martínez-Gracia A,et al.Design optimization of a polygeneration plant fuelled by natural gas and renewable energy sources[J].Applied Energy,2011,88(2):449-457.
- [16]Wang J J,Jing Y Y,Zhang C F.Optimization of capacity and operation for CCHP system by genetic algorithm[J].Applied Energy,2010,87(4):1325-1335.
- [17]Wang J,Zhai Z,Jing Y,et al.Particle swarm optimization for redundant building cooling heating and power system[J].Applied Energy,2010,87(12):3668-3679.
- [18]李赟,黄兴华.冷热电三联供系统配置与运行策略的优化[J].动力工程,2006,26(6):894-898.Li Yun,Huang Xinghua.Integrated optimization of sceme and operation strategy for CCHP system[J].Journal of Power Engineering,2006,26(6):894-898(in Chinese).
- [19]魏大钧,张承慧,孙波.计及变负荷特性的小型冷热电联供系统经济优化运行研究[J].电网技术,2015,39(11):3240-3246.Wei Dajun,Zhang Chenghui,Sun Bo.Economic optimal operation of micro combined cooling heating and power system considering offdesign performance[J].Power System Technology,2015,39(11):3240-3246(in Chinese).
- [20]Pedro J,Hueffed,Anna K.Evaluation of a turbine driven CCHP system for large office buildings under different operating strategies[J].Energy&Buildings,2010,42(10):1628-1636.
- [21]Ren H,Gao W,Zhou W,et al.Multi-criteria evaluation for the optimal adoption of distributed residential energy systems in Japan[J].Energy Policy,2009,37(12):5484-5493.
- [22]陈玉林.基于生命周期分析的冷热电联供系统优化设计[J].建筑科学,2014,30(2):30-34.Chen Yulin.Optimal design of CCHP system based on life-cycle analysis[J].Building Science,2014,30(2):30-34(in Chinese).
- [23]张涛,朱彤,高乃平,等.分布式冷热电能源系统优化设计及多指标综合评价方法的研究[J].中国电机工程学报,2015,35(14):3706-3713.Zhang Tao,Zhu Tong,Gao Naiping,et al.Optimization design and multi-criteria comprehensive evaluation method of combined cooling heating and power system[J].Proceeding of the CSEE,2015,35(14):3706-3713(in Chinese).
- [24]蒋润花,曾蓉,李洪强,等.考虑气候条件及建筑类型等因素的分布式冷热电三联产系统的多目标优化及评估[J].中国电机工程学报,2016,36(12):3206-3214Jiang Runhua,Zeng Rong,Li Hongqiang,et al.Multi-objective optimization and evaluation of distributed CCHP system considering influence of climate condition and building type[J].Proceeding of the CSEE,2016,36(12):3206-3214(in Chinese).
- [25]陈柏森,廖清芬,刘涤尘,等.区域综合能源系统的综合评估指标与方法[J].电力系统自动化,2017,41(1):1-9.Chen Baisen,Liao Qingfen,Liu Dichen,et al.Comprehensive evaluation indices and methods for regional energy system[J].Automation of Electric Power Systems,2017,41(1):1-9(in Chinese).
- [26]Zhou Z,Zhang J,Liu P,et al.A two-stage stochastic programming model for the optimal design of distributed energy systems[J].Applied Energy,2013(103):135-144.
- [27]Li G,Liu W J,Cai J J.A two-stage optimal planning and design method for combined for combined cooling heat and power micro-grid system[J].Energy Conversion and Management,2013(74):433-445.
- [28]Yang Y,Zhang S J,Xiao Y H.Optimal design of distributed energy resource systems based on two-stage stochastic programming[J].Applied Thermal Engineering,2017(110):1358-1370.
- [29]管霖,陈鹏,唐宗顺,等.考虑冷热电存储的区域综合能源站优化设计方法[J].电网技术,2016,40(10):2934-2941.Guan Lin,Chen Peng,Tang Zongshun,et al.Integrated energy station design considering cold and heat storage[J].Power System Technologies,2016,40(10):2934-2941(in Chinese).
- [30]Zhou Z,Liu P,Li Z,et al.An engineering approach to the optimal design of distributed energy systems in China[J].Applied Thermal Engineering,53(2):387-396,2013.
- [31]Zhou Z,Liu P,Li Z,et al.Impacts of equipment off-design characteristics on the optimal design and operation of combined cooling,heating and power systems[J].Computers&Chemical Engineering,2013(48):40-47.
- [32]Yang J B,Singh M G.An evidential reasoning approach for multiple-attribute decision making with uncertainty[J].IEEE Transactions on System,Man and Cybernetics,1994,24(1):1-18.
- [33]Yang J B,Xu D L.On the evidential reasoning algorithm for multiple attribute decision analysis under uncertainty[J].IEEE Transactions on System,Man and Cybernetics,Part A:System and Humans,2002,32(3):289-304.
- [34]吴红斌,王东旭,刘星月.太阳能冷热电联供系统的策略评估和优化配置[J].电力系统自动化,2015,39(21):46-51.Wu Hongbin,Wang Dongxu,Liu Xingyue.Strategies evaluation and optimal allocation of combined cooling heating and power system with solar[J].Automation of Electric Power Systems,2015,39(21):46-51(in Chinese).
- [35]刘星月,吴红斌.太阳能综合利用的冷热电联供系统控制策略和运行优化[J].电力系统自动化,2015,39(12):1-6.Liu Xingyue,Wu Hongbin.A control strategy and operation optimization of combined cooling heating and power system considering solar comprehensive utilization[J].Automation of Electric Power Systems,2015,39(12):1-6(in Chinese).