Electric Power ›› 2024, Vol. 57 ›› Issue (4): 14-24.DOI: 10.11930/j.issn.1004-9649.202306117
• Optimization Configuration Strategy for Integrated Energy System • Previous Articles Next Articles
Yang WANG1(), Fei LU2(
), Ji LI2(
), Zhukui TAN1, Zongyu SUN2, Wei XU2, Zihong SONG1, Zhenpeng LIU2
Received:
2023-06-30
Accepted:
2023-09-28
Online:
2024-04-23
Published:
2024-04-28
Supported by:
Yang WANG, Fei LU, Ji LI, Zhukui TAN, Zongyu SUN, Wei XU, Zihong SONG, Zhenpeng LIU. Multi-energy System Planning and Configuration Study for Low-Carbon Parks Based on Comprehensive Optimization Objectives[J]. Electric Power, 2024, 57(4): 14-24.
一级 指标 | 二级指标 | 指标定义 | ||
系统成本指标A1 | 机房设备费用A11 | 复合式能源系统设备购置费用及设备安装费用 | ||
管道安装A12 | 能源系统机房至建筑的管道费用和安装费用 | |||
机房建设费用A13 | 机房土建及装修相关的费用 | |||
折旧费用A14 | 设备、管网及土建的折旧费用 | |||
经济运行指标A2 | 电力价格A21 | 电力费用 | ||
燃气/热力价格A22 | 燃料费用 | |||
综合能效A23 | 设备/系统供能量累计值与输入能量累计值之比 | |||
维护管理成本A24 | 日常维护、维修和运行管理费用 | |||
环境影响指标A3 | 可再生能源利用率A31 | 可再生能源消纳量与系统能源消费总量之比 | ||
碳减排量A32 | 二氧化碳排放量减少值 |
Table 1 Comprehensive evaluation index system for low-carbon parks
一级 指标 | 二级指标 | 指标定义 | ||
系统成本指标A1 | 机房设备费用A11 | 复合式能源系统设备购置费用及设备安装费用 | ||
管道安装A12 | 能源系统机房至建筑的管道费用和安装费用 | |||
机房建设费用A13 | 机房土建及装修相关的费用 | |||
折旧费用A14 | 设备、管网及土建的折旧费用 | |||
经济运行指标A2 | 电力价格A21 | 电力费用 | ||
燃气/热力价格A22 | 燃料费用 | |||
综合能效A23 | 设备/系统供能量累计值与输入能量累计值之比 | |||
维护管理成本A24 | 日常维护、维修和运行管理费用 | |||
环境影响指标A3 | 可再生能源利用率A31 | 可再生能源消纳量与系统能源消费总量之比 | ||
碳减排量A32 | 二氧化碳排放量减少值 |
优化算法 | 迭代步长/步 | 优化时长/min | 供冷容量配置/kW | 供热容量配置/kW | ||||||||||||||||
三联供 | 地源热泵 | 蓄能系统 | 燃气锅炉 | 三联供 | 地源热泵 | 蓄能系统 | 燃气锅炉 | |||||||||||||
虎克-捷夫算法 | 75 | 220 | 2800.62 | 7806.29 | 5347.45 | 8655.34 | 3429.08 | 10605.73 | 9244.85 | 18084.34 | ||||||||||
粒子群算法 | 98 | 292 | 2795.70 | 7934.26 | 5593.85 | 8286.19 | 3400.12 | 11222.05 | 9422.72 | 17319.11 | ||||||||||
混合优化算法 | 50 | 150 | 2721.87 | 7437.14 | 5798.12 | 8652.88 | 3263.62 | 10113.50 | 9943.91 | 18042.98 |
Table 2 Optimization results with different optimization algorithms
优化算法 | 迭代步长/步 | 优化时长/min | 供冷容量配置/kW | 供热容量配置/kW | ||||||||||||||||
三联供 | 地源热泵 | 蓄能系统 | 燃气锅炉 | 三联供 | 地源热泵 | 蓄能系统 | 燃气锅炉 | |||||||||||||
虎克-捷夫算法 | 75 | 220 | 2800.62 | 7806.29 | 5347.45 | 8655.34 | 3429.08 | 10605.73 | 9244.85 | 18084.34 | ||||||||||
粒子群算法 | 98 | 292 | 2795.70 | 7934.26 | 5593.85 | 8286.19 | 3400.12 | 11222.05 | 9422.72 | 17319.11 | ||||||||||
混合优化算法 | 50 | 150 | 2721.87 | 7437.14 | 5798.12 | 8652.88 | 3263.62 | 10113.50 | 9943.91 | 18042.98 |
优化目标 | 单位面积初投资/ (元·m–2) | 供冷运行费用/ (元·m–2) | 供暖运行费用/ (元·m–2) | 可再生能源利用率/ % | 年度运行总能耗折算耗电量/ ((kW·h)·(m2·a)–1) | 碳减排量/ (kg·(m2·a)–1) | ||||||
综合指标最优 | 293.5 | 9.9 | 17.7 | 17.9 | 20.4 | 38.0 | ||||||
全生命周期成本最优 | 281.6 | 10.1 | 17.8 | 17.8 | 20.6 | 35.0 | ||||||
运行能耗最优 | 342.6 | 10.2 | 16.9 | 16.9 | 18.0 | 45.0 |
Table 3 Economy and environmental impacts under the optimal capacity configuration of composite energy system
优化目标 | 单位面积初投资/ (元·m–2) | 供冷运行费用/ (元·m–2) | 供暖运行费用/ (元·m–2) | 可再生能源利用率/ % | 年度运行总能耗折算耗电量/ ((kW·h)·(m2·a)–1) | 碳减排量/ (kg·(m2·a)–1) | ||||||
综合指标最优 | 293.5 | 9.9 | 17.7 | 17.9 | 20.4 | 38.0 | ||||||
全生命周期成本最优 | 281.6 | 10.1 | 17.8 | 17.8 | 20.6 | 35.0 | ||||||
运行能耗最优 | 342.6 | 10.2 | 16.9 | 16.9 | 18.0 | 45.0 |
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