Seasonal Operation Strategy Optimization for Integrated Energy Systems with Considering System Cooling Loads Independently

被引:7
作者
Li, Kecheng [1 ]
Yan, Huaguang [1 ]
He, Guixiong [1 ]
Zhu, Chengzhi [2 ]
Liu, Kaicheng [1 ]
Liu, Yuting [1 ]
机构
[1] China Elect Power Res Inst, Dept Power Consumpt & Energy Efficiency, Beijing 100192, Peoples R China
[2] Zhejiang Elect Power Co, Dept Power Consumpt, Hangzhou 310007, Zhejiang, Peoples R China
来源
PROCESSES | 2018年 / 6卷 / 10期
关键词
Energy Hub model; cooling loads; CHP heat to power ratio; seasonal factor; MULTIOBJECTIVE OPTIMIZATION; CHP SYSTEMS; PERFORMANCE; RELIABILITY; MANAGEMENT; DESIGN; MODEL;
D O I
10.3390/pr6100202
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
With the rapid growth of energy consumption, how to utilize energy in an efficient and cheap way becomes an intensive problem. This paper proposes an optimal operation strategy to reduce system fuel costs and increase system stability by independently considering cooling loads and adjusting CHP heat to power ratio seasonally. In this paper, a mathematical model of CHP operation is introduced to reveal the relationship between the supplementary volume of diesel oil and CHP heat to power ratio. Meanwhile, by analyzing the influence of seasonal factor on energy consumption, CHP heat to power ratio is optimized seasonally. Then, by independently considering the impacts of the cooling loads on system operation, the particle swarm optimization (PSO) algorithm is used to optimize the operation strategy of each device. Finally, this paper validates the positive effects of storage devices on improving system economy and stability under the premise of the time-of-use gas price. Results show that system fuel costs can be reduced by 5.2% if the seasonal factor is considered. Additionally, by optimizing the operation strategy, the peak valley gap of electrical loads in summer reduces by 40.7%. Moreover, the proposed strategy successfully utilizes storage capacity to shift loads and respond to gas price.
引用
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页数:19
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