Integrated Intelligent Energy ›› 2023, Vol. 45 ›› Issue (7): 11-21.doi: 10.3969/j.issn.2097-0706.2023.07.002
• Integrated Energy System • Previous Articles Next Articles
CAO Zilin1(), WANG Wenjing1, ZHAO Wei1, KANG Ligai1,*(), GAO Xiaofeng2, YANG Yang1, WANG Jinzhu1
Received:
2023-05-11
Revised:
2023-07-01
Accepted:
2023-07-25
Online:
2023-07-25
Published:
2023-07-25
Supported by:
CLC Number:
CAO Zilin, WANG Wenjing, ZHAO Wei, KANG Ligai, GAO Xiaofeng, YANG Yang, WANG Jinzhu. Research on optimal scheduling of distributed integrated energy systems in load-intensive areas considering demand response[J]. Integrated Intelligent Energy, 2023, 45(7): 11-21.
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Table 2
System capacity configuration optimization results and comprehensive performance index of the four types of buildings
建筑类型 | 情景设置 | 不考虑需求响应 | 考虑需求响应 |
---|---|---|---|
办公楼 | 江水源热泵的装机容量/kW | 100.00 | 300.00 |
光伏的装机容量/kW | 157.50 | 157.50 | |
储能系统容量/(kW·h) | 80.43 | 20.00 | |
ATCR/% | 20.81 | 26.16 | |
PESR/% | 28.50 | 28.88 | |
CDER/% | 28.50 | 28.88 | |
IP/% | 24.35 | 27.41 | |
酒店 | 江水源热泵的装机容量/kW | 100.00 | 100.00 |
光伏的装机容量/kW | 21.87 | 21.78 | |
储能系统容量/(kW·h) | 12.00 | 5.00 | |
ATCR/% | -0.28 | 13.89 | |
PESR/% | 14.30 | 15.20 | |
CDER/% | 14.30 | 15.20 | |
IP/% | 6.43 | 14.50 | |
住宅 | 江水源热泵的装机容量/kW | 250.00 | 800.00 |
光伏的装机容量/kW | 104.62 | 104.62 | |
储能系统容量/(kW·h) | 72.00 | 30.00 | |
ATCR/% | 3.87 | 6.29 | |
PESR/% | 7.52 | 7.86 | |
CDER/% | 7.52 | 7.86 | |
IP/% | 5.55 | 6.93 | |
商场 | 江水源热泵的装机容量/kW | 500.00 | 400.00 |
光伏的装机容量/kW | 193.75 | 193.75 | |
储能系统容量/(kW·h) | 84.00 | 200.00 | |
ATCR/% | 5.86 | 13.89 | |
PESR/% | 15.28 | 16.20 | |
CDER/% | 15.28 | 16.29 | |
IP(%) | 10.20 | 15.00 |
Table 3
Capacity configuration and comprehensive performance index optimization results of the distributed integrated energy system in the load-intensive area
项目 | 负荷密集区整体 | 4类建筑叠加 | ||
---|---|---|---|---|
不考虑需求响应 | 考虑需求响应 | 不考虑需求响应 | 考虑需求响应 | |
江水源热泵的装机容量/kW | 900.00 | 1 200.00 | 950.00 | 1 600.00 |
光伏的装机容量/kW | 456.34 | 456.34 | 477.75 | 477.65 |
储能系统容量/(kW·h) | 230.56 | 230.00 | 248.43 | 245.00 |
ATCR/% | 45.21 | 61.69 | 29.47 | 39.56 |
PESR/% | 65.43 | 67.75 | 45.28 | 46.89 |
CDER/% | 65.43 | 67.75 | 45.28 | 46.89 |
IP/% | 54.51 | 64.49 | 36.75 | 42.93 |
Table 4
Parameters of the river water source heat pump
参数 | 值 |
---|---|
Qeq/kW | 724 |
a1 | -0.111 601 |
b1 | -0.105 835 1 |
c1 | -0.001 829 692 |
d1 | 0.096 779 21 |
e1 | -0.021 692 21 |
f1 | 0.004 998 66 |
a2 | 0.589 916 |
b2 | 0.019 768 46 |
c2 | 0.000 875 509 |
d2 | -0.007 564 222 |
e2 | 0.000 877 513 |
f2 | -0.002 036 856 |
a3 | 0.364 549 |
b3 | 0.002 732 14 |
c3 | -5.356 77×10-5 |
d3 | 0.121 202 5 |
e3 | 0.549 175 |
f3 | 0.000 208 394 |
g3 | -0.075 161 91 |
Tch,o/℃ | 5.56 |
Tco,o/℃ | 31.44 |
[1] |
贾宏杰, 穆云飞, 余晓丹. 对我国综合能源系统发展的思考[J]. 电力建设, 2015, 36(1): 16-25.
doi: 10.3969/j.issn.1000-7229.2015.01.003 |
JIA Hongjie, MU Yunfei, YU Xiaodan. The development of integrated energy system is considered[J]. Electric Power Construction, 2015, 36(1): 16-25.
doi: 10.3969/j.issn.1000-7229.2015.01.003 |
|
[2] |
韩俊涛, 韩恺, 王永真, 等. 低碳分布式综合能源系统的能值、经济和环境优化评价[J]. 动力工程学报, 2022, 42(11): 1089-1098.
doi: 10.19805/j.cnki.jcspe.2022.11.011 |
HAN Juntao, HAN Kai, WANG Yongzhen, et al. Energy, economy and environment optimization evaluation of low carbon distributed integrated energy system[J]. Journal of Power Engineering, 2022, 42(11): 1089-1098. | |
[3] | 周丽红, 于浩, 李鹏. 考虑居民热负荷主动需求响应的园区综合能源系统分布式优化运行方法[J]. 电网技术, 2023, 47(5):1989-2000. |
ZHOU Lihong, YU Hao, LI Peng. Distributed optimization operation method of integrated energy system in park considering active demand response of residential heat load[J]. Power Grid Technology, 2023, 47(5):1989-2000. | |
[4] |
薛凯, 王帅, 马金鹏, 等. 工业园区分布式综合能源系统的规划与调度[J/OL]. 化工进展:1-14(2022-11-30)[2023-07-10].DOI:10.16085/j.issn.1000-6613.2022-1598.
doi: 10.16085/j.issn.1000-6613.2022-1598 |
XUE Kai, WANG Shuai, MA Jinpeng, et al. Planning and scheduling of distributed integrated energy system in industrial park[J/OL]. Progress in Chemical industry: 1-14(2022-11-30)[2023-07-10].DOI:10.16085/j.issn.1000-6613.2022-1598.
doi: 10.16085/j.issn.1000-6613.2022-1598 |
|
[5] | 齐聪, 鄢波. 区域多能互补分布式综合能源系统工程设计[J]. 江西电力, 2022, 46(9): 8-10. |
QI Cong, YAN Bo. Engineering design of regional multi-energy complementary distributed integrated energy system[J]. Jiangxi Electric Power, 2022, 46(9): 8-10. | |
[6] | 徐伟明, 赵家振, 邱明石, 等. 多场景多尺度多目标红船园区综合能源控制方案研究[J]. 现代电子技术, 2023, 46(7): 128-134. |
XU Weiming, ZHAO Jiazhen, QIU Mingshi, et al. Research on comprehensive energy control scheme of multi-scene, multi-scale and multi-objective red ship park[J]. Modern Electronic Technology, 2023, 46(7): 128-134. | |
[7] |
XUAN K, HAO Y, LIANG Z, et al. Research on the evaluation of distributed integrated energy system using improved analytic hierarchy process-information entropy method[J]. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2022, 44(4): 10071-10093.
doi: 10.1080/15567036.2022.2143951 |
[8] | 李蕊睿, 李奇, 蒲雨辰, 等. 计及功率交互约束的含电-氢混合储能的多微电网系统容量优化配置[J]. 电力系统保护与控制, 2022, 50(14): 53-64. |
LI Xinrui, LI Qi, PU Yuchen, et al. Capacity optimization of multi-microgrid system with electric and hydrogen hybrid energy storage considering power interaction constraints[J]. Power System Protection and Control, 2022, 50(14): 53-64. | |
[9] |
孙毅, 谷家训, 郑顺林, 等. 考虑广义储能和LCA碳排放的综合能源系统低碳优化运行策略[J/OL]. 上海交通大学学报:1-24(2023-03-24)[2023-07-10].DOI:10.16183/j.cnki.jsjtu.2022.350.
doi: 10.16183/j.cnki.jsjtu.2022.350 |
SUN Yi, GU Jiaxun, ZHENG Shunlin, et al. Low carbon optimization operation strategy of integrated energy system considering generalized storage and LCA carbon emissions[J/OL]. Journal of Shanghai Jiao Tong University: 1-24(2023-03-24)[2023-07-10].DOI:10.16183/j.cnki.jsjtu.2022.350.
doi: 10.16183/j.cnki.jsjtu.2022.350 |
|
[10] | 刘俊峰, 罗燕, 侯媛媛, 等. 考虑广义储能的微电网主动能量管理优化算法研究[J]. 电网技术, 2023, 47(1): 245-255. |
LIU Junfeng, LUO Yan, HOU Yuanyuan, et al. Research on optimization algorithm of micro-grid active energy management considering generalized energy storage[J]. Power Grid Technology, 2023, 47(1): 245-255. | |
[11] | 康利改, 杨俊红, 赵军, 等. 基于温度控制的空调系统能耗和IPLV研究[J]. 电气应用, 2016, 35(7): 59-66. |
KANG Ligai, YANG Junhong, ZHAO Jun, et al. Research on energy consumption and IPLV of air conditioning system based on temperature control[J]. Electrical Application, 2016, 35(7): 59-66. | |
[12] |
YANG G, ZHAI X. Optimal design and performance analysis of solar hybrid CCHP system considering influence of building type and climate condition[J]. Energy, 2019, 174(3): 647-663.
doi: 10.1016/j.energy.2019.03.001 |
[13] | 耿健, 杨冬梅, 高正平, 等. 含储能的冷热电联供分布式综合能源微网优化运行[J]. 电力工程技术, 2021, 40(1): 25-32. |
GENG Jian, YANG Dongmei, GAO Zhengping, et al. Optimal operation of distributed integrated energy microgrid with energy storage[J]. Electric Power Engineering Technology, 2021, 40(1): 25-32. | |
[14] | 郭福音. 考虑综合需求响应的综合能源系统优化调度研究[D]. 沈阳: 东北电力大学, 2022. |
GUO Fuyin. Research on optimal scheduling of integrated energy system considering integrated demand response[D]. Shenyang: Northeast Dianli University, 2022. | |
[15] | KANG L, WU X, YUAN X, et al. Influence analysis of energy policies on comprehensive performance of CCHP system in different buildings[J]. Energy, 2021(2):121-159. |
[16] |
KANG L, YUAN X, SUN K, et al. Feed-forward active operation optimization for CCHP system considering thermal load forecasting[J]. Energy, 2022, 254(1): 124234.
doi: 10.1016/j.energy.2022.124234 |
[17] | 付岚, 单智习, 牟光臣. 含可响应资源的综合能源多目标低碳优化调度[J]. 可再生能源, 2022, 40(7): 972-979. |
FU Lan, SHAN Zhixi, MU Guangchen. Multi-objective low-carbon optimal scheduling of comprehensive energy with responsive resources[J]. Renewable Energy, 2022, 40(7): 972-979. | |
[18] |
王盛, 谈健, 马亚辉, 等. 多重不确定性下基于LMDI的城市工业碳排放量影响因素分析及预测:以苏州市为例[J]. 综合智慧能源, 2022, 44(2):1-7.
doi: 10.3969/j.issn.2097-0706.2022.02.001 |
WANG Sheng, TAN Jian, MA Yahui, et al. Impact factor analysis and forecasting of the carbon emissions from industries based on LMDI method under multiple uncertainties:The case of Suzhou City[J]. Integrated Intelligent Energy, 2022, 44(2):1-7.
doi: 10.3969/j.issn.2097-0706.2022.02.001 |
|
[19] |
王晓海, 徐静静, 胡永锋, 等. 新形势下发电企业在综合能源服务领域的业务分析[J]. 综合智慧能源, 2022, 44(3):9-16.
doi: 10.3969/j.issn.2097-0706.2022.03.002 |
WANG Xiaohai, XU Jingjing, HU Yongfeng, et al. Business analysis on integrated energy services of power generation enterprises under the new circumstances[J]. Integrated Intelligent Energy, 2022, 44(3):9-16.
doi: 10.3969/j.issn.2097-0706.2022.03.002 |
|
[20] |
左文东, 李彪, 郭宝刚, 等. 基于大数据分析的二级网智能平衡系统应用[J]. 综合智慧能源, 2022, 44(3):44-49.
doi: 10.3969/j.issn.2097-0706.2022.03.007 |
ZUO Wendong, LI Biao, GUO Baodang, et al. Application of the secondary network intelligent balance system based on big data analysis[J]. Integrated Intelligent Energy, 2022, 44(3):44-49.
doi: 10.3969/j.issn.2097-0706.2022.03.007 |
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