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[能源与动力工程] 基于粒子群算法的分布式能源系统容量优化配置

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基于粒子群算法的分布式能源系统容量优化配置
摘要:系统容量配置问题是影响分布式能源项目盈利能力的关键,为此提出了以储热设备取代部分动力设备容量的分布式能源系统方案,将系统的物理模型和运行策略进行数学模型转化,针对具体电、热负荷情况,采用粒子群优化算法,以净现值最大为目标,对动力设备容量和储热设备容量进行优化求解,并采用遍历法对结果进行验证。分析结果表明:最优的动力设备容量小于最大电负荷,在电负荷峰期存在网购电量,但机组绝大多数时间运行于额定工况或微偏离额定工况,机组发电效率相对较高;由于天然气价格高,补燃天然气不经济,最优的储热容量配置为在严寒期内不以补燃形式对供热能力进行补充,仅利用储热设备恰好能够满足严寒期的供热需求,即不存在储热设备的配置冗余。

Abstract:Capacity allocation problem is one of key factor to influence the profitability of distributed energy system (DES) projects. This paper proposes a DES solutions that uses heat storage equipment to replace part of power equipments to reduce the capacity. The physical model and operation strategy of this system are transformed into mathematic model. A special heat and electricity loads are used as the calculation basis and the particle swarm optimization (PSO) is applied to calculate the capacities of power equipment and heat storage equipment with the maximum net present value as the goal. The result is validated by traversing method. It shows that the optimal capacity of power equipment is less than the maximum electricity load, and the system need to purchase electricity from power grid during the peak period of electrical load. However, most of time, the power unit has higher efficiency, because it works in rated condition or close to rated condition. The natural gas is expensive and it is uneconomical to burn gas for peak heating load. The optimal heat storage capacity configuration is to supplement the heating capacity in the cold period without gas combustion, only use heat storage equipment to meet the heating load demand exactly in freeze-up. That is, there is no configuration redundancy for heat storage equipment.

标题:基于粒子群算法的分布式能源系统容量优化配置
title:Optimization Allocation of Distributed Energy System Based on Particle Swarm Optimization Algorithm

作者:杨佳霖
authors:YANG Jialin

关键词:分布式能源,粒子群算法,容量配置优化,内燃机,储热,
keywords:distributed energy,particle swarm optimization algorithm,optimization allocation,internal-combustion engine,thermal energy storage,

发表日期:2018-03-21
2025-1-21 20:05 上传
文件大小:
13.82 MB
下载次数:
60
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