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考虑多风电场出力耦合特性的热电联合优化调度
引用本文:潘扬,石立宝,姚诸香,倪以信. 考虑多风电场出力耦合特性的热电联合优化调度[J]. 电力自动化设备, 2019, 39(8)
作者姓名:潘扬  石立宝  姚诸香  倪以信
作者单位:清华大学深圳研究生院电力系统国家重点实验室深圳研究室,广东深圳,518055;国网江西省电力有限公司,江西南昌,330077
基金项目:国家自然科学基金资助项目(51777103)
摘    要:建立了一种考虑多风电场出力耦合特性的热电联合优化调度模型。该模型的目标函数为最小化火电及热电联产机组煤耗成本,并在电功率平衡约束中引入多风电场出力及电负荷的随机特性。模型求解过程中,基于Copula相关理论推导了考虑多风电场总出力耦合特性的概率模型,然后采用两阶段随机规划处理含随机量的等式约束,并应用一种自适应进化规划算法对所提出的优化模型进行求解。算例仿真结果表明了所提模型及方法的有效性。

关 键 词:风电耦合  热电联产  经济调度  两阶段随机规划  Copula理论

Optimal scheduling of combined heat and power system considering coupling characteristics of multiple wind farm outputs
PAN Yang,SHI Libao,YAO Zhuxiang and NI Yixin. Optimal scheduling of combined heat and power system considering coupling characteristics of multiple wind farm outputs[J]. Electric Power Automation Equipment, 2019, 39(8)
Authors:PAN Yang  SHI Libao  YAO Zhuxiang  NI Yixin
Affiliation:Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China,Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China,State Grid Jiangxi Electric Power Company, Nanchang 330077, China and Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China
Abstract:An optimal scheduling model of CHP(Combined Heat and Power) system considering the coup-ling characteristics of multiple wind farm outputs is established. The objective function of the proposed model is to minimize the fuel costs of thermal power and CHP units, and the stochastic characteristics of multiple wind farm outputs and electric load are introduced into the electric power balance constraints. Based on the Copula theory, the probability model considering the coupling characteristics of the total output of multiple wind farms is derived during model solving process. Then a two-stage stochastic programming method is used to deal with the equality constraints with random quantities, and a self-adaptive evolutionary programming algorithm is applied to solve the proposed optimal model. The simulative results de-monstrate the effectiveness of the proposed model and method.
Keywords:wind power coupling   CHP   economic dispatch   two-stage stochastic programming   Copula theory
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