Simultaneous Minimization of Energy Losses and Greenhouse Gas Emissions in AC Distribution Networks Using BESS

被引:25
|
作者
Molina-Martin, Federico [1 ]
Montoya, Oscar Danilo [2 ,3 ]
Grisales-Norena, Luis Fernando [4 ]
Hernandez, Jesus C. [5 ]
Ramirez-Vanegas, Carlos A. [6 ]
机构
[1] Univ Jaen, Dept Ingn Elect, Campus Lagunillas S-N,Edificio A3, Jaen 23071, Spain
[2] Univ Distrital Francisco Jose de Caldas, Fac Ingn, Bogota 11021, Colombia
[3] Univ Tecnol Bolivar, Lab Inteligente Energia, Cartagena 131001, Colombia
[4] Inst Univ Pascual Bravo, Fac Ingn, Grp GIIEN, Campus Robledo, Medellin 050036, Colombia
[5] Univ Jaen, Dept Elect Engn, Campus Lagunillas S-N,Edificio A3, Jaen 23071, Spain
[6] Univ Tecnol Pereira, Fac Ciencias Basicas, Pereira 660003, Colombia
关键词
energy storage with batteries; distribution networks; economic dispatch approach; energy purchasing costs; mathematical programming; multi-objective optimization; FLOW MODEL RELAXATIONS; STORAGE SYSTEMS; CAPACITOR PLACEMENT; ECONOMIC-DISPATCH; OPTIMAL OPERATION; OPTIMAL LOCATION; BATTERY STORAGE; NEURAL-NETWORKS; POWER; INTEGRATION;
D O I
10.3390/electronics10091002
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The problem of the optimal operation of battery energy storage systems (BESSs) in AC grids is addressed in this paper from the point of view of multi-objective optimization. A nonlinear programming (NLP) model is presented to minimize the total emissions of contaminant gasses to the atmosphere and costs of daily energy losses simultaneously, considering the AC grid complete model. The BESSs are modeled with their linear relation between the state-of-charge and the active power injection/absorption. The Pareto front for the multi-objective optimization NLP model is reached through the general algebraic modeling system, i.e., GAMS, implementing the pondered optimization approach using weighting factors for each objective function. Numerical results in the IEEE 33-bus and IEEE 69-node test feeders demonstrate the multi-objective nature of this optimization problem and the multiple possibilities that allow the grid operators to carry out an efficient operation of their distribution networks when BESS and renewable energy resources are introduced.
引用
收藏
页数:21
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