基于改进概率规划算法的农业园区综合能源系统优化调度  

Optimal scheduling of integrated energy systems in agricultural parks based on improved probability planning algorithm

作　　者：刘彦茹 张蕊萍[2] 董海鹰 LIU Yanru;ZHANG Ruiping;DONG Haiying(School of New Energy and Power Engineering,Lanzhou Jiaotong University,Lanzhou 730070,China;School of Automation and Electrical Engineering,Lanzhou Jiaotong University,Lanzhou 730070,China)

机构地区：[1]兰州交通大学新能源与动力工程学院,兰州730070 [2]兰州交通大学自动化与电气工程学院,兰州730070

出　　处：《综合智慧能源》2023年第10期35-43,共9页Integrated Intelligent Energy

基　　金：国网甘肃省电力公司科技项目(W22KJ2714016)。

摘　　要：针对农业园区综合能源系统能耗成本高和可再生能源消纳率低的问题,提出了一种基于改进概率规划算法的农业园区综合能源系统优化运行方法。首先,针对农业园区能源多元化的特点,构建农业园区综合能源系统整体架构;然后,基于农业园区负荷的可调节特性,以系统运行经济最优为目标函数建立农业园区综合能源系统优化运行模型;最后,对概率规划算法进行改进,用高斯概率分布代替三角概率分布,将不确定性最佳化问题转换为确定性最佳化问题。以西北某农业园区为例进行算例分析,结果表明,使用改进的概率规划算法对农业园区综合能源系统优化可降低园区的综合运行成本,夏季典型日系统运行成本减少了45.52%,新能源消纳率提高了35.57百分点;冬季典型日系统运行成本减少了37.42%,新能源消纳率提高了26.25百分点。To address the problems of high energy consumption and low renewable energy accommodation capacity in an integrated energy system of an agricultural park,an optimal scheduling method based on improved dynamic probabilistic planning is proposed for the system.The overall structure of an integrated energy system is established considering the diversity of energy sources in the agricultural park.Then,based on the loads'adjustability of the agricultural park,the optimal scheduling model for the integrated energy system is established with the minimum total operating cost as the objective function.Finally,by replacing Gaussian probability distributions with triangular probability distributions,the uncertainty optimization problems of probabilistic planning algorithm are transformed into deterministic optimization problems.Testing the improved probabilistic planning algorithm on an agricultural park in the Northwest of China,the test results show that the proposed algorithm can reduce the comprehensive operation cost of the integrated energy system in the agricultural park.In summer,the daily operating cost of the system can be reduced by 45.52%,and the new energy consumption rate can be increased by 35.57 percentage points.In winter,the daily operating cost of the system is reduced by 37.42%,and the new energy consumption rate is increased by 26.25 percentage points.

关 键 词：综合能源系统 农业园区 可再生能源 概率规划算法 高斯概率分布 可调节负荷 新能源消纳率 

分 类 号：TK019[动力工程及工程热物理]