The paper proposes a new method for solving the economic-environmental dispatch of power system.In this method,the rule of the object with high expansion rate in the process of random creation of space in the space of a wormhole is moved,and transfer objects randomly between the black hole and white hole,and tend to be optimal.The multi-verse optimizer algorithm has the advantages of fast computation speed,strong convergence and high dimensional computation.In this paper,the economic-environmental dispatch model is established with the lowest total fuel cost and the least total pollutant emission,and the PFF model is used to solve the multi-objective programming.Finally,through the simulation and analysis of the traditional 10 units and 40 units of power plant.The results show that the proposed algorithm is economical and effective.
Key words
Multi-verse optimizer /
Valve point effect /
Economic-environmental Dispatching /
Multi-objective optimization /
Price penalty factor
{{custom_keyword}} /
{{custom_sec.title}}
{{custom_sec.title}}
{{custom_sec.content}}
References
[1] 王佳欣,孙震敖.基于多目标非线性规划模型计算的电厂负荷分配方案设计[J].东北电力大学学报,2017,37(3):53-59.
[2] 张杰,刘妮,单连捷,等.基于碳排放量的多目标发电调度优化模型的研究及其应用[J].东北电力大学学报,2013,33(6):5-10.
[3] 吴杰康,韩军锋,刘蔚,等.基于反捕食粒子群算法的电力系统经济调度方法[J].电网技术,2010,34(6):59-63.
[4] N.Sinha,R.Chakrabarti,P.K.Chattopadhyay.Evolutionary program-ming techniques for economic load dispatch[J].IEEE Transactions on Evolutionary Computation,2003,7(1):83-94.
[5] 王喆,余贻鑫,张弘鹏.社会演化算法在机组组合中的应用[J].中国电机工程学报,2004,24(4):12-17.
[6] 陈洁,杨秀,朱兰,等.微网多目标经济调度优化[J].中国电机工程学报,2013,33(19):57-66.
[7] F.A.Mohamed,H.N.Koivo.Online management of microgrid with battery storage using multiobjective optimization[C].International Conference on Power Engineering,Energy and Electrical Drives,2007.Powering.IEEE,2007:231-236.
[8] 邱威,张建华,刘念,等.计及运行风险的多目标发电优化调度[J].中国电机工程学报,2012,32(22):64-72.
[9] 于娜,李铁松.计及风电不确定性的虚拟电厂优化调度[J].东北电力大学学报,2017,37(5):14-18.
[10] 陈功贵,陈金富.含风电场电力系统环境经济动态调度建模与算法[J].中国电机工程学报,2013,33(10):27-35.
[11] V.Martf,L.M.Robledo.Multi-verse optimizer:a nature inspired algo-rithm for global optimization[J].Neural Computing and Applications,2016,27(2):495-513.
[12] M.Basu.Economic environmental dispatch using multi-objective differential evolution[J].Applied Soft Computing Journal,2011,11(2):2845-2853.
{{custom_fnGroup.title_en}}
Footnotes
{{custom_fn.content}}