汽车安全与节能学报 ›› 2024, Vol. 15 ›› Issue (1): 1-19.DOI: 10.3969/j.issn.1674-8484.2024.01.001
• 综述与展望 • 下一篇
朱明1(), 季金华2, 金盛3, 季毓婷2, 别一鸣2,*()
收稿日期:
2024-01-16
修回日期:
2024-01-28
出版日期:
2024-02-29
发布日期:
2024-02-29
通讯作者:
*别一鸣,教授。E-mail:yimingbie@126.com。
作者简介:
朱明(1983—),男(汉),吉林,助理研究员。E-mail:zhuming@jlu.edu.cn。基金资助:
ZHU Ming1(), JI Jinhua2, JIN Sheng3, JI Yuting2, BIE Yiming2,*()
Received:
2024-01-16
Revised:
2024-01-28
Online:
2024-02-29
Published:
2024-02-29
摘要:
以光电、风电为代表的清洁能源发电技术可为电动汽车提供清洁的电力供给,减少全生命周期碳排放,助力交通领域“双碳”战略目标的实现, 因此近年来得到迅猛发展。为了推动交能融合技术的应用,明确相关研究中的关键问题,该文综述了国内外学者过去10年在电动汽车与清洁能源融合技术方面的研究进展。首先,介绍了二者融合发展的必要性与现实意义;其次,将已有研究成果分为公路环境与城市道路环境两类,分别从电网、充电站、车辆3个层面归纳了当前电动汽车与清洁能源融合技术的研究成果;最后,考虑到清洁能源发电以及电动汽车充电存在较强的随机波动,对未来发展提出了加强公共领域交能融合发展、构建多种互补型清洁能源发电策略、建立“源—网—荷—储”集成优化技术、强化分布式微电网能源自洽调度、加强无线光伏充电公路运营管理等建议。
中图分类号:
朱明, 季金华, 金盛, 季毓婷, 别一鸣. 电动汽车与清洁能源融合发展技术研究与展望[J]. 汽车安全与节能学报, 2024, 15(1): 1-19.
ZHU Ming, JI Jinhua, JIN Sheng, JI Yuting, BIE Yiming. A state-of-the-art review on the integrated development technology of electric vehicles and clean energy[J]. Journal of Automotive Safety and Energy, 2024, 15(1): 1-19.
文献 | 充电站 选址 | 充电桩 配置 | 储能容 量配置 | 发电装 置配置 | 优化目标 |
---|---|---|---|---|---|
[ | √ | √ | - | - | 建设成本、电能损耗、行驶时间、充电等待时间最小 |
[ | - | √ | - | √ | 建设成本、运维成本、有功损耗最小 |
[ | √ | √ | - | √ | 建设成本、运维成本、主网购电费用/网损费用最小 |
[ | √ | √ | √ | √ | 建设成本、年均运维成本、年充电损耗成本最小 |
[ | √ | √ | √ | 功率损耗、电压波动、充电需求供应成本最小 | |
[ | - | - | √ | √ | 充电站的年运维成本、污染物排放最小 |
[ | - | - | √ | √ | 风电频率波动、储能系统容量最小 |
文献 | 充电站 选址 | 充电桩 配置 | 储能容 量配置 | 发电装 置配置 | 优化目标 |
---|---|---|---|---|---|
[ | √ | √ | - | - | 建设成本、电能损耗、行驶时间、充电等待时间最小 |
[ | - | √ | - | √ | 建设成本、运维成本、有功损耗最小 |
[ | √ | √ | - | √ | 建设成本、运维成本、主网购电费用/网损费用最小 |
[ | √ | √ | √ | √ | 建设成本、年均运维成本、年充电损耗成本最小 |
[ | √ | √ | √ | 功率损耗、电压波动、充电需求供应成本最小 | |
[ | - | - | √ | √ | 充电站的年运维成本、污染物排放最小 |
[ | - | - | √ | √ | 风电频率波动、储能系统容量最小 |
[1] | 李晓易, 谭晓雨, 吴睿, 等. 交通运输领域碳达峰、碳中和路径研究[J]. 中国工程科学, 2021, 23(6): 15-21. |
LI Xiaoyi, TAN Xiaoyu, WU Rui, et al. Paths for carbon peak and carbon neutrality in transport sector in China[J]. Strat Stud CAE, 2021, 23(6): 15-21. (in Chinese) | |
[2] | 李世齐. 中国交通领域成品油消费趋势及减排潜力研究[D]. 北京: 中国石油大学, 2018. |
LI Shiqi. The refined oil consumption trends and emission reduction potential analysis in transportation of China[D]. Beijing: China University of Petroleum, 2018. (in Chinese) | |
[3] | 张天培. 全国新能源汽车保有量达1821万辆[N]. 人民日报, 2023-10-11(002). |
ZHANG Tianpei. The number of new energy vehicles nationwide reached 18.21 million[N]. People's Daily, 2023-10-11(002). (in Chinese) | |
[4] | 万宣燃. “双碳”目标加速汽车业碳减排新能源汽车减排优势明显[B/OL]. (2021-07-27). http://m.news.cctv.com/2021/07/27/ARTIIXtVeYm7eCaPcMsY6GvH210727.shtml. |
WANG Xuanran. The "dual carbon" target accelerates the carbon emission reduction of the automotive industry [B/OL]. (2021-07-27). http://m.news.cctv.com/2021/07/27/ARTIIXtVeYm7eCaPcMsY6GvH210727.shtml. (in Chinese) | |
[5] | 郑名扬. 地球的一半|“环保”电动汽车如何做到全生命周期碳中和[B/OL]. (2021-03-18). https://www.thepaper.cn/newsDetail_forward_11677065. |
ZHENG Mingyang. Half the planet | How 'environmentally friendly' electric cars can become life-cycle carbon neutral [B/OL]. (2021-03-18). https://www.thepaper.cn/newsDetail_forward_11677065. (in Chinese) | |
[6] | Emissions G G. Comparison of lifecycle greenhouse gas emissions of various electricity generation sources[R/OL]. World Nuclear Association, 2011. [2024-01-01]. https://www.world-nuclear.org/uploadedfiles/org/wna/publications/working_group_reports/comparison_of_lifecycle.pdf. |
[7] | 王轶辰. “十四五”可再生能源发展提速[N]. 经济日报, 2022-06-08(006). |
WANG Yichen. The "14th Five-Year Plan" accelerated the development of renewable energy[N]. Economic daily, 2022-06-08(006). (in Chinese) | |
[8] | 国家能源局. 国家能源局发布1—10月份全国电力工业统计数据[N]. 中国电力报, 2023-11-22(002). |
The National Energy Administration. The National Energy Administration released the statistics of the national power industry from January to October[N]. China Electric Power News, 2023-11-22(002). (in Chinese) | |
[9] | 许雪记, 徐文文, 殷承启, 等. 江苏省高速公路站区光伏能源综合利用研究[J]. 能源环境保护, 2020, 34(2): 43-47. |
XU Xueji, XU Wenwen, YIN Chengqi, et al. Study on the comprehensive utilization of photovoltaic energy in the expressway station area of Jiangsu province[J]. Energ Envir Protect, 2020, 34(2): 43-47. (in Chinese) | |
[10] | 陈春红. 高速公路服务区停车场储能式充电站的解决方案[J]. 公路, 2017, 62(7): 241-243. |
CHEN Chunhong. Solution of energy storage charging station in highway service area parking lot[J]. Highway, 2017, 62(7): 241-243. (in Chinese) | |
[11] |
ZHOU Suyang, QIU Yue, ZOU Fenghua, et al. Dynamic EV charging pricing methodology for facilitating renewable energy with consideration of highway traffic flow[J]. IEEE Access, 2019, 8: 13161-13178.
doi: 10.1109/Access.6287639 URL |
[12] | QU Xiaobo, KUANG Yan, Oh E, et al. Safety evaluation for expressways: A comparative study for macroscopic and microscopic indicators[J]. Traf Inju Prev, 2014, 15(1): 89-93. |
[13] | Nishanthy J, Charles Raja S, Praveen T, et al. Techno-economic analysis of a hybrid solar wind electric vehicle charging station in highway roads[J]. Int’l J Energ Res, 2022, 46(6): 7883-7903. |
[14] | Hisoglu S, Comert R. Gis-based optimum site selection for solar electric vehicle charging station: Ankara-Istanbul highway case[J]. Int’l Arch Photo, Remo Sens Spat Info Sci, 2021, 46: 267-272. |
[15] | da Paixão J L, Abaide A R, Sausen J P, et al. EV fast charging microgrid on highways: A hierarchical analysis for choosing the installation site[C]// 2021 56th Int’l Univ Powe Engi Conf (UPEC). IEEE, 2021: 1-6. |
[16] | 陈艳波, 田昊欣, 刘宇翔, 等. 计及电动汽车需求响应的高速公路服务区光储充鲁棒优化配置[J]. 中国电机工程学报, 2023(11): 1-16. |
CHEN Yanbo, TIAN Haoxin, LIU Yuxiang, et al. Robust optimization configuration of photovoltaic-energy storage-charging integrated system in expressway service area considering demand response of electric vehicles[J]. Proceed CSEE, 2023(11): 1-16. (in Chinese) | |
[17] | SHI Ruifeng, GAO Yuqin, NING Jin, et al. Research on highway self-consistent energy system planning with uncertain wind and photovoltaic power output[J]. Sustainability, 2023, 15(4): No 3166. |
[18] | Sausen J P, Abaide A R, Correa C H, et al. Optimal power dispatch for EV fast charging microgrid on highways: A storage analysis[C]// 2021 56th Int’l Univ Powe Engi Conf (UPEC). IEEE, 2021: 1-6. |
[19] | 赵峰, 李建霞, 高锋阳. 考虑不确定性的高速公路光储充电站选址定容[J]. 电力自动化设备, 2021, 41(8): 111-117. |
ZHAO Feng, LI Jianxia, GAO Fengyang. Siting and sizing of photovoltaic-storage charging stations on highway considering uncertainties[J]. Elect Powe Auto Equip, 2021, 41(8): 111-117. (in Chinese) | |
[20] |
李建霞, 赵峰, 高锋阳. 基于HOMER和禁忌算法的高速公路光储充一体化电站容量优化[J]. 电源学报, 2022, 20(6): 127-136.
doi: 10.13234/j.issn.2095-2805.2022.6.127 |
LI Jianxia, ZHAO Feng, GAO Fengyang. Hierarchical optimization for capacity of PV-integrated EV charging station on expressway based on HOMER and Tabu Algorithm[J]. J Powe Suppl, 2022, 20(6): 127-136. (in Chinese) | |
[21] | 侯甜甜. “车-路-电”三网融合下的充电设施选址定容方法研究[D]. 北京: 北京交通大学, 2022. |
HOU Tiantian. Research on the method of locating and sizing of charging facilities under the integration of "vehicle-road-electricity" three networks[D]. Beijing: Beijing Jiaotong University, 2022. (in Chinese) | |
[22] | XIE Rui, WEI Wei, Khodayar M E, et al. Planning fully renewable powered charging stations on highways: A data-driven robust optimization approach[J]. IEEE Trans Transport Elect, 2018, 4(3): 817-830. |
[23] | 戚野白, 刘开欣, 刘杰, 等. 高速公路服务区光伏与虚拟电厂协同控制策略研究[J]. 交通节能与环保, 2022, 18(2): 15-21. |
QI Yebai, LIU Kaixin, LIU Jie, et al. Study on cooperative control strategy of photovoltaic and virtual power plant in expressway service area[J]. Transport Energ Conse Envir Protc, 2022, 18(2): 15-21. (in Chinese) | |
[24] | 李爱. 城际高速路网中的光储充电站规划运行研究[D]. 成都: 西南交通大学, 2021. |
LI Ai. Research on planning and operation of optical storage charging stations in intercity highway network[D]. Chengdu: Southwest Jiaotong University, 2021. (in Chinese) | |
[25] | Nishanthy J, Charles Raja S, Praveen T, et al. Techno-economic analysis of a hybrid solar wind electric vehicle charging station in highway roads[J]. Int’l J Energ Res, 2022, 46(6): 7883-7903. |
[26] | 崔巍, 陈姝伊, 蒋盼盼. 风光互补高速公路电动汽车无线充电系统的研究[J]. 电气时代, 2019, 6: 122-124. |
CUI Wei, CHEN Shuyi, JIANG Panpan. Research on wireless charging system for electric vehicles on wind-solar complementary highway[J]. Elect Times, 2019, 6: 122-124. (in Chinese) | |
[27] |
LI Bowen, LOU Jie, SUN Huiru, et al. An integration scheme for highway rest area integrating the distributed photovoltaic generation and energy storage[J]. IEEE Trans Ind Appl, 2024, 60(1): 1083-1092.
doi: 10.1109/TIA.2023.3323917 URL |
[28] | Mourad A, Hennebel M, Amrani A, et al. Analyzing the fast-charging potential for electric vehicles with local photovoltaic power production in French suburban highway network[J]. Energies, 2021, 14(9): No 2428. |
[29] | 武程浩. 可持续视角下高速公路服务区光伏发电站投资决策研究[D]. 北京: 华北电力大学, 2022. |
WU Chenghao. Investment decision of photovoltaic power station inexpressway service area from the perspective of sustainability[D]. Beijing: North China Electric Power University, 2022. (in Chinese) | |
[30] | HE Haonan, LI Shiqiang, WANG Shanyong, et al. Investment strategies under stochastic electricity prices and implications for charging infrastructure network coverage: A case of photovoltaic pavements[J]. Comput Ind Engi, 2022, 172: No 108523. |
[31] | Nishimwe H L F, Yoon S G. Combined optimal planning and operation of a fast EV-charging station integrated with solar PV and ESS[J]. Energies, 2021, 14(11): No 3152. |
[32] | Pamuttu D L, Akbar M, Andika A P, et al. An investigation of hybrid renewable energy potential by harnessing traffic flow[J]. Int’l J Heat Tech, 2023, 41(1): 239-246 |
[33] | 张涛. 考虑风电并网和新型柔性负荷接入的配电网负荷预测研究[D]. 南京: 东南大学, 2022. |
ZHANG Tao. Research on load prediction of distribution network considering wind power grid connection and new flexible load access[D]. Nanjing: Southeast University, 2022. (in Chinese) | |
[34] | WANG Hu, MAO Lei, ZHANG Heng, et al. Multi-prediction of electric load and photovoltaic solar power in grid-connected photovoltaic system using state transition method[J]. Appl Energ, 2024, 353: No 122138. |
[35] | 贾颗鑫. 光伏充电站短期负荷预测及能量管理研究[D]. 太原: 太原科技大学, 2023. |
JIA Kexin. Short-term load prediction and energy management research of photovoltaic charging station[D]. Taiyuan: Taiyuan University of Science and Technology, 2023. (in Chinese) | |
[36] | Jurado M, Samper M, Rosés R. An improved encoder-decoder-based CNN model for probabilistic short-term load and PV forecasting[J]. Elect Powe Syst Res, 2023, 217: No 109153. |
[37] | 孙婉璐. 计及风电并网的短期负荷EEMD与神经网络预测方法[D]. 成都: 西南交通大学, 2013. |
SUN Wanlu. The short-term load forecasting method based on EEMD and ANN by considering grid-connectied wind power[D]. Chengdu: Southwest Jiaotong University, 2013. (in Chinese) | |
[38] | Quan H, Srinivasan D, Khosravi A. Short-term load and wind power forecasting using neural network-based prediction intervals[J]. IEEE Trans Neur Network Learn Syst, 2013, 25(2): 303-315. |
[39] | 姚娟, 张晓文, 宋嘉, 等. 计及光伏及风电并网的电力系统短期负荷预测[J]. 电力大数据, 2023, 26(7): 10-22. |
YAO Juan, ZHANG Xiaowen, SONG Jia, et al. Short-term load forecasting of power system considering photovoltaic and wind power grid connected[J]. Powe Syst Big Data, 2023, 26(7): 10-22. (in Chinese) | |
[40] | Anand P, Sundaram K M. FPGA based substantial power evolution controlling strategy for solar and wind forecasting grid connected system[J]. Microprocess Microsyst, 2020, 74: No 103001. |
[41] |
Mokryani G, Hu Y F, Papadopoulos P, et al. Deterministic approach for active distribution networks planning with high penetration of wind and solar power[J]. Renew Energ, 2017, 113: 942-951.
doi: 10.1016/j.renene.2017.06.074 URL |
[42] | 刘晋源, 吕林, 高红均, 等. 计及分布式电源和电动汽车特性的主动配电网规划[J]. 电力系统自动化, 2020, 44(12): 41-48. |
LIU Jinyuan, LV Lin, GAO Hongjun. Planning of active distribution network considering characteristics of distributed generator and electric vehicle[J]. Autom Elect Powe Syst, 2020, 44(12): 41-48. (in Chinese) | |
[43] |
严欢, 胡俊杰, 黄旦莉, 等. 考虑电动汽车虚拟电厂灵活性和高比例光伏接入的配电网规划[J]. 电力建设, 2022, 43(11): 14-23.
doi: 10.12204/j.issn.1000-7229.2022.11.002 |
YAN Huan, HU Junjie, HUANG Danli et al. Distribution network planning considering the flexibility of EV virtual power plants and high penetration of PV[J]. Elect Powe Construct, 2022, 43(11): 14-23. (in Chinese) | |
[44] | 张逸凡. 考虑分布式电源与电动汽车充电站的配电网规划[D]. 北京: 北京交通大学, 2021. |
ZHANG Yifan. Distribution system planning considering distributed generation and electric vehicle charging station[D]. Beijing: Beijing Jiaotong University, 2021. (in Chinese) | |
[45] | Elkadeem M R, Abido M A. Optimal planning and operation of grid-connected PV/CHP/battery energy system considering demand response and electric vehicles for a multi-residential complex building[J]. J Energ Stor, 2023, 72: No 108198. |
[46] | 孔顺飞, 胡志坚, 谢仕炜, 等. 考虑分布式储能与电动汽车充电网络的配电网多目标规划[J]. 电力科学与技术学报, 2021, 36(1): 106-116. |
KONG Shunfei, HU Zhijian, XIE Shiwei, et al. Multi-objective planning of distribution network considering distributed energy storage and electric vehicle charging network[J]. J Elect Powe Sci Tech, 2021, 36(1): 106-116. (in Chinese) | |
[47] | Allouhi A, Rehman S. Grid-connected hybrid renewable energy systems for supermarkets with electric vehicle charging platforms: Optimization and sensitivity analyses[J]. Energ Report, 2023, 9: 3305-3318. |
[48] | 王涛. 计及风电相关性和电动汽车充/放电模式的配电网动态重构[D]. 南昌: 南昌大学, 2019. |
WANG tao. Dynamic reconfiguration of distribution network considering the correlation among wind power and the charging/discharging modes of electric vehicles[D]. Nanchang: Nanchang University, 2019. (in Chinese) | |
[49] | 范永刚. 含分布式光伏与电动汽车的配电网动态重构方法研究[D]. 西安: 西安理工大学, 2022. |
FAN Yonggang. Research on dynamic reconfiguration method of distribution network with distributed photovoltaic and electric vehicle[D]. Xi’an: Xi’an University of Technology, 2022. (in Chinese) | |
[50] | SU Xiaoping, HAO Wenbin, ZENG Peng, et al. Fault reconfiguration of distribution network with DG and EVs[C]// 2022 4th Int’l Conf Powe Energ Tech (ICPET). IEEE, 2022: 530-535. |
[51] | Qin Liwen, Yu Xiaoyong, Gui Haitao, et al. Super resolution distribution network measurement considering distribution network topology reconstruction[J]. Energ Report, 2022, 8: 313-320. |
[52] | 王志平. 考虑电动汽车和分布式电源的配电网重构[D]. 南昌: 南昌大学, 2019. |
WANG Zhiping. Distribution network reconfiguration considering electric vehicles and distributed generation[D]. Nanchang: Nanchang University, 2019. (in Chinese) | |
[53] | Jafar-Nowdeh A, Babanezhad M, Arabi-Nowdeh S, et al. Meta-heuristic matrix moth-flame algorithm for optimal reconfiguration of distribution networks and placement of solar and wind renewable sources considering reliability[J]. Envir Tech Inno, 2020, 20: 101118. |
[54] | 佟曦, 侯朗博, 孙昊, 等. 高比例光伏和电动汽车接入配电网的无功优化[J]. 智慧电力, 2023, 51(10): 31-37+102. |
TONG Xi, HOU Langbo, SUN Hao, et al. Reactive power optimization of distribution networks with high proportion of PV and EVs[J]. Smart Power, 2023, 51(10): 31-37+102. (in Chinese) | |
[55] | WU Renbo, LIU Shuqing. Deep learning based muti-objective reactive power optimization of distribution network with PV and EVs[J]. Sensors, 2022, 22(12): No 4321. |
[56] | 杨劭炜. 含新能源和电动汽车并网的配电网无功优化研究[J]. 电气自动化, 2021, 43(5): 4-6+12. |
YANG Shaowei. Reactive power optimization of distribution network with new energy and electric vehicles[J]. Elect Auto, 2021, 43(5): 4-6+12. (in Chinese) | |
[57] | XU Biao, ZHANG Guiyuan, LI Ke, et al. Reactive power optimization of a distribution network with high-penetration of wind and solar renewable energy and electric vehicles[J]. Protect Contr Mode Powe Syst, 2022, 7(1): 51-63. |
[58] | 汤清权. 计及光伏发电和电动汽车接入影响的配电网电压协同控制研究[D]. 广州: 华南理工大学, 2021. |
TANG Qingquan. Research on coordinated control of distribution network voltage considering the impact of photovoltaic power generation and electric vehicle access[D]. Guangzhou: South China University of Technology, 2021. (in Chinese) | |
[59] |
Kim D J, Kim B, Yoon C, et al. Disturbance observer-based model predictive voltage control for electric-vehicle charging station in distribution networks[J]. IEEE Trans Smart Grid, 2022, 14(1): 545-558.
doi: 10.1109/TSG.2022.3187120 URL |
[60] |
WANG Lusha, Dubey A, Gebremedhin A H, et al. MPC-based decentralized voltage control in power distribution systems with EV and PV coordination[J]. IEEE Trans Smart Grid, 2022, 13(4): 2908-2919.
doi: 10.1109/TSG.2022.3156115 URL |
[61] | 刘伟, 杨光亮, 刘慧岩, 等. 含电动汽车、风力发电和无功补偿装置的配电网两阶段优化策略[J]. 化工自动化及仪表, 2020, 47(6): 482-488. |
LIU Wei, YANG Guangliang, LIU Huiyan, et al. Two-stage optimization strategy of power distribution network for electric vehicles and fans and reactive power compensators[J]. Contr Instru Chem Ind, 2020, 47(6): 482-488. (in Chinese) | |
[62] | XU Biao, ZHANG Guiyang, LI Ke, et al. Reactive power optimization of a distribution network with high-penetration of wind and solar renewable energy and electric vehicles[J]. Protect Contr Mode Power Syst, 2022, 7(1): 51-63. |
[63] | 江智军, 袁轩, 邱文浩, 等. 含新能源和电动汽车充电站并网的主动配电网无功优化模型[J/OL]. 电力系统及其自动化学报, (2023-07-10). https://doi.org/10.19635/j.cnki.csu-epsa.001297. |
JIANG Zhijun, YUAN Xuan, QIU Wenhao, et al. Reactive power optimization model of active distribution network with new energy and electric vehicles[J/OL]. Proceed CSU-EPSA, (2023-07-10). https://doi.org/10.19635/j.cnki.csu-epsa.001297. (in Chinese) | |
[64] | LI Xinyu, MA Ping, LI Liwei, et al. Two-time scale reactive power optimization with considering the uncertainty of RESs and EV charging stations in active distribution network[C]// 2023 5th Asia Energ Elect Engi Symp (AEEES). IEEE, 2023: 1514-1519. |
[65] | 吴志山. 计及分布式电源和电动汽车的配电网供电可靠性评估[D]. 广州: 广东工业大学, 2016. |
WU Zhishan. Power supply reliability evaluation for distribution networks distributed generations and electric vehicles[D]. Guangzhou: Guangdong University of Technology, 2016. (in Chinese) | |
[66] | Talukdar B K, Deka B C, Goswami AK. Reliability analysis of an active distribution network integrated with solar, wind and tidal energy sources[J]. Int’l Trans Elect Energ Syst, 2021, 31(12): e13201. |
[67] | 刘仕豪. 计及光伏出力和电动汽车并网的配电网可靠性评估[D]. 保定: 华北电力大学, 2020. |
LIU Shihao. Reliability evaluation of distribution networks considering photovoltaic output and grid-connectied electric vehicles[D]. Baoding: North China Electric Power University, 2020. (in Chinese) | |
[68] | Narasimhulu N, Awasthy M, Pérez de Prado R, et al. Analysis and impacts of grid integrated photo-voltaic and electric vehicle on power quality issues[J]. Energies, 2023, 16(2): No 714. |
[69] | Anand M P, Bagen B, Rajapakse A. Reliability oriented distribution system analysis considering electric vehicles and hybrid energy resources[J]. Int’l J Elect Powe Energ Syst, 2022, 137: No 107500. |
[70] | 徐鹏程. 含电动汽车有序充放电和风/光/储微网的配电网可靠性评估[D]. 呼和浩特: 内蒙古工业大学, 2021. |
XU Pengcheng. Reliability evaluation of distribution network including orderly charging and discharging of electric vehicles and wind/solar/storage microgrid[D]. Huhehaote: Inner Mongolia University of Technology, 2021. (in Chinese) | |
[71] | 王辉, 李旭阳, 王宝全, 等. 含分布式电源和电动汽车的配电网可靠性评估[J/OL]. 重庆大学学报, (2022-06-06). https://kns.cnki.net/kcms/detail/50.1044.N.20220602.1838.002.html. |
WANG Hui, LI Xuyang, WANG Baoquan, et al. Reliability evaluation of distribution network with distributed generation and electric vehicle[J/OL]. J Chongqing Univ. (2022-06-06). https://kns.cnki.net/kcms/detail/50.1044.N.20220602.1838.002.html. (in Chinese) | |
[72] | 武小梅. 考虑交通网和光储系统的电动汽车充电站规划与运营研究[D]. 广州: 广东工业大学, 2021. |
WU Xiaomei. Research on electric vehicle charging station planning and operation considering transportation network with photovoltaic and battery energy storage system[D]. Guangzhou: Guangdong University of Technology, 2021. (in Chinese) | |
[73] | 吴万禄, 韦钢, 谢丽蓉, 等. 基于机会约束规划的风电源与充电站的优化配置[J]. 电网与清洁能源, 2014, 30(1): 81-86. |
WU Wanlu, WEI Gang, XIE Lirong, et al. Optimal allocation for charging station and wind generation based on chance-constrained programming[J]. Powe Syst Clean Energ, 2014, 30(1): 81-86. (in Chinese) | |
[74] | 刘宇航. 计及电动汽车时—空特性的分布式电源和充电站联合规划[D]. 吉林: 东北电力大学, 2021. |
LIU Yuhang. Joint planning of distributed generation and charging stations considering the time-space characteristics of electric vehicle[D]. Jilin: Northeast Electric Power University, 2021. (in Chinese) | |
[75] | 虞小辉. 计及多能互补的电动汽车充电站优化配置及规划研究[D]. 南京: 南京邮电大学, 2020. |
YU Xiaohui. Research on optimal configuration and planning of electric vehicle charging stations considering multi-energy complementarity[D]. Nanjing: Nanjing University of Posts, 2020. (in Chinese) | |
[76] | Mozafar M R, Moradi M H, Amini M H. A simultaneous approach for optimal allocation of renewable energy sources and electric vehicle charging stations in smart grids based on improved GA-PSO algorithm[J]. Sustain Citi Soc, 2017, 32: 627-637. |
[77] |
Leone C, Longo M, Fernández-Ramírez L M, et al. Multi-objective optimization of PV and energy storage systems for ultra-fast charging stations[J]. IEEE Access, 2022, 10: 14208-14224.
doi: 10.1109/ACCESS.2022.3147672 URL |
[78] |
WU Chuanshen, GAO Shan, LIU Yu, et al. Wind power smoothing with energy storage system: a stochastic model predictive control approach[J]. IEEE Access, 2021, 9: 37534-37541.
doi: 10.1109/Access.6287639 URL |
[79] | 裴文杰, 汪沨, 谭阳红, 等. 含光伏分布式电源配电网的电动汽车充电站机会约束规划[J]. 电力系统及其自动化学报, 2017, 29(6): 45-52. |
PEI Wenjie, WANG Feng, TAN Yanghong, et al. Chance-constrained programming for electric vehicle charging stations in distribution network containing photovoltaic distributed generations[J]. Proceed CSU-EPSA, 2017, 29(6): 45-52. (in Chinese) | |
[80] | 徐岩, 陈泽雄, 于博文, 等. 基于机会约束的电动汽车充光储一体化充电站容量优化方法[J]. 智慧电力, 2021, 49(12): 25-30+36. |
XU Yan, CHEN Zexiong, YU Bowen, et al. Chance-constrained based capacity optimization method of charging-PV-storage integrated station for electric vehicles[J]. Smart Power, 2021, 49(12): 25-30+36. (in Chinese) | |
[81] | 李科, 皇甫霄文, 李梦超, 等. 光—储一体电动汽车充电站储能规划[J]. 电力系统及其自动化学报, 2023, 35(8): 82-93. |
LI Ke, HUANGFU Xiaowen, LI Mengchao, et al. Energy storage planning for integrated pv-energy storage electric vehicle charging station[J]. Proceed CSU-EPSA, 2023, 35(8): 82-93. (in Chinese) | |
[82] | XIA Fangzhou, CHEN Hongkun, LI Hao, et al. Optimal planning of photovoltaic-storage fast charging station considering electric vehicle charging demand response[J]. Energ Report, 2022, 8: 399-412. |
[83] |
WU Zhouquan, Bhat P K, CHEN Bo. Optimal configuration of extreme fast charging stations integrated with energy storage system and photovoltaic panels in distribution networks[J]. Energies, 2023, 16(5): 2385.
doi: 10.3390/en16052385 URL |
[84] | 石玉东, 蒋卓臻, 高红均, 等. 促进风电消纳的配电网分布式电源与电动汽车充电站联合鲁棒规划[J]. 可再生能源, 2018, 36(11): 1638-1644. |
SHI Yudong, JIANG Zhuozhen, GAO Hongjun, et al. A joint robust planning of distributed generation and electric vehicle charging stations in distribution network to promote accommodation of wind power[J]. Renew Energ Resou, 2018, 36(11): 1638-1644. (in Chinese) | |
[85] | 刘晓艺. 电动汽车快充站储能容量优化配置与运行策略研究[D]. 济南: 山东大学, 2020. |
LIU Xiaoyi. Optimal configuration and operation strategy of energy storage of fast charging stations of electric vehicles[D]. Jinan: Shandong University, 2020. (in Chinese) | |
[86] | Mehrjerdi H, Hemmati R. Stochastic model for electric vehicle charging station integrated with wind energy[J]. Sustain Energ Tech Assess, 2020, 37: No 100577. |
[87] | ZHANG Jingqi, WANG Shu, ZHANG Cuo, et al. Planning of electric vehicle charging stations and distribution system with highly renewable penetrations[J]. IET Elect Syst Transport, 2021, 11(3): 256-268. |
[88] | 郝苓羽. 考虑风光储一体式电动汽车充电站微电网容量优化研究[D]. 广州: 华南理工大学, 2021. |
HAO Lingyu. Research on micro-grid capacity optimization of electric vehicle charging station considering integrated wind-solar storage[D]. Guangzhou: South China University of Technology, 2021. (in Chinese) | |
[89] | 张颖达, 刘念, 张建华, 等. 含电动汽车充电站的风光互补系统容量优化配置[J]. 电力系统保护与控制, 2013, 41(15): 126-134. |
ZHANG Yingda, LIU Nian, ZHANG Jianhua, et al. Optimum sizing of a stand-alone hybrid PV/wind generation system integrated with electric vehicle charging stations[J]. Powe Syst Prot Contr, 2013, 41(15): 126-134. (in Chinese) | |
[90] | Arivalahan R, Balaji S. An optimization framework for capacity allocation and energy management of fast electric vehicle charging stations-wind photovoltaic energy using artificial transgender longicorn algorithm[J]. Int’l J Energ Res, 2022, 46(11): 14827-14844. |
[91] | SUN Baojun. A multi-objective optimization model for fast electric vehicle charging stations with wind, PV power and energy storage[J]. J Clean Product, 2021, 288: No 125564. |
[92] | 王学婧. 面向光伏消纳的电动汽车有序充电策略研究[D]. 北京: 华北电力大学, 2020. |
WANG Xuejing. Research on oderly charging strategy of electric vehicles for photovoltaic energy dissipation[D]. Beijing: North China Electric Power University, 2020. (in Chinese) | |
[93] | 陈先龙, 王秀丽, 陈洁, 等. 考虑分布式可再生能源交易的风电商与电动汽车充电站协同优化调度[J]. 电网技术, 2023, 47(11): 4598-4610. |
CHEN Xianlong, WANG Xiuli, CHEN Jie, et al. Optimal collaborative scheduling of wind power operators and electric vehicle charging stations considering distributed renewable energy trading[J]. Powe Syst Tech, 2023, 47(11): 4598-4610. (in Chinese) | |
[94] | 梁海峰, 谭杰, 曹煜祺, 等. 考虑碳排放的电动汽车与光伏协同的调度策略[J/OL]. 华北电力大学学报(自然科学版). (2022-10-20). https://kns.cnki.net/kcms/detail/13.1212.TM.20221019.1749.004.html. |
LIANG Haifeng, TAN Jie, CAO Yuqi, et al. Cooperative scheduling strategy of electric vehicle and photovoltaic considering carbon emission[J/OL]. J North Chin Elect Powe Univ. (2022-10-20). https://kns.cnki.net/kcms/detail/13.1212.TM.20221019.1749.004.html. (in Chinese) | |
[95] | 李睿雪, 胡泽春. 电动公交车光储充电站日运行随机优化策略[J]. 电网技术, 2017, 41(12): 3772-3780. |
LI Ruixue, HU Zechun. Stochastic optimization strategy for daily operation of electric bus charging station with PV and energy storage[J]. Powe Syst Tech, 2017, 41(12): 3772-3780. (in Chinese) | |
[96] | Tostado-Véliz M, Kamel S, Hasanien H M, et al. A stochastic-interval model for optimal scheduling of PV-assisted multi-mode charging stations[J]. Energy, 2022, 253: No 124219. |
[97] |
RUI Tao, HU Cungang, LI Guoli, et al. A distributed charging strategy based on day ahead price model for PV-powered electric vehicle charging station[J]. Appl Soft Comput, 2019, 76: 638-648.
doi: 10.1016/j.asoc.2018.09.041 |
[98] | 王明君. 电动汽车换能与风电场运行协同优化调度策略研究[D]. 兰州: 兰州理工大学, 2020. |
WANG Mingjun. Research on coordinated optimal scheduling strategy of electric vehicle transform and wind farm[D]. Lanzhou: Lanzhou University of Technology, 2020. (in Chinese) | |
[99] | YANG Shengchun, CHANG Yifan, XIE Jun. Tight power balance multi-time scale disposal strategy for wind integrated system considering electric vehicle charging station[J]. Front Energ Res, 2023, 11: No 1163891. |
[100] | GUO Qun, LIANG Xiaodan, XIE Dingnan, et al. Efficient integration of demand response and plug-in electrical vehicle in microgrid: Environmental and economic assessment[J]. J Clean Prod, 2021, 291: No 125581. |
[101] | 张可信. 含电动汽车充电站的风/光/柴微电网多时间尺度分层优化调度研究[D]. 天津工业大学, 2021. |
ZHANG Kexin. Multi-timescale hierarchical optimal scheduling study of wind/light/diesel microgrid with electric vehicle charging station[D]. Tiangong University, 2021. (in Chinese) | |
[102] | LI Huaidong, Rezvani A, HU Jiankun, et al. Optimal day-ahead scheduling of microgrid with hybrid electric vehicles using MSFLA algorithm considering control strategies[J]. Sustain Citi Soc, 2021, 66: No 102681. |
[103] | 于大洋, 黄海丽, 雷鸣, 等. 电动汽车充电与风电协同调度的碳减排效益分析[J]. 电力系统自动化, 2012, 36(10): 14-18. |
YU Dayang, HUANG Haili, LEI Ming, et al. CO2 Reduction benefit by coordinated dispatch of electric vehicle charging and wind power[J]. Auto Elect Powe Syst, 2012, 36(10): 14-18. (in Chinese) | |
[104] | 杨猛. 光储充一体化电动汽车充电站容量配置及综合效益研究[D]. 北京: 华北电力大学, 2020. |
YANG Meng. Research on the capacity configuration and comprehensive benefits of electric vehicle charging station integrated photovoltaic and energy storage[D]. Beijing: North China Electric Power University, 2020. (in Chinese) | |
[105] | Denholm P, Kuss M, Margolis R M. Co-benefits of large-scale plug-in hybrid electric vehicle and solar PV deployment[J]. J Powe Sourc, 2013, 236: 350-356. |
[106] | 卢志刚, 姜春光, 李学平, 等. 清洁能源与电动汽车充电站协调投资的低碳效益分析[J]. 电工技术学报, 2016, 31(19): 163-171. |
LU Zhigang, JIANG Chunguang, LI Xueping, et al. Low-carbon benefit analysis on coordinating investment for clean energy and electric vehicle charging stations[J]. Trans Chin Electrotech Soc, 2016, 31(19): 163-171. (in Chinese) | |
[107] | GUO Qun, Nojavan S, LEI Shi, et al. Economic-environmental analysis of renewable-based microgrid under a CVaR-based two-stage stochastic model with efficient integration of plug-in electric vehicle and demand response[J]. Sustain Citi Soc, 2021, 75: No 103276. |
[108] | LI Chong, SHAN Yicai, ZHANG Lei, et al. Techno-economic evaluation of electric vehicle charging stations based on hybrid renewable energy in China[J]. Energ Strat Rev, 2022, 41: No 100850. |
[109] | DeLuchi MA, Ogden JM. Solar-hydrogen fuel-cell vehicles[J]. Transport Res Part A: Polic Pract, 1993, 27(3): 255-275. |
[110] |
Oh M, Kim S M, Park H D. Estimation of photovoltaic potential of solar bus in an urban area: Case study in Gwanak, Seoul, Korea[J]. Renew Energ, 2020, 160: 1335-1348.
doi: 10.1016/j.renene.2020.07.048 URL |
[111] | Hussain M Z, Anbalagan R, Jayabalakrishnan D, et al. Charging of car battery in electric vehicle by using wind energy[J]. Mater Today: Proceed, 2021, 45: 5873-5877. |
[112] | 李学达. 车载太阳能光伏系统输出功率及发电量预测模型研究[D]. 吉林: 吉林大学, 2021. |
LI Xueda. Research on vehicle-mounted solar PV system output power & power generation prediction model[D]. Jilin:Jilin University, 2021. (in Chinese) | |
[113] | Simoes M G, Franceschetti N N, Adamowski J C. Drive system control and energy management of a solar powered electric vehicle[C]// APEC'98 13th Annu Appl Powe Electr Conf Exposit. IEEE, 1998, 1: 49-55. |
[114] | Arsie I, Rizzo G, Sorrentino M. Effects of engine thermal transients on the energy management of series hybrid solar vehicles[J]. Contr Engi Pract, 2010, 18(11): 1231-1238. |
[115] | 海涛, 朱浩, 石磊, 等. 一种带MPPT的车载太阳能充电系统设计[J]. 可再生能源, 2015, 33(1): 21-26. |
HAI Tao, ZHU Hao, SHI Lei, et al. Design for a type of vehicle-mounted solar charging system with MPPT[J]. Renew Energ Reso, 2015, 33(1): 21-26. (in Chinese) | |
[116] | 王晓璨, 张朋松, 张丽华, 等. 太阳能电动车电源控制系统的研究[J]. 机械与电子, 2009, 12: 36-39. |
WANG Xiaocan, ZHANG Pengsong, ZHANG Lihua, XIE Wei. The design of solar vehicle power control system[J]. Mach Electr, 2009, 12: 36-39. (in Chinese) | |
[117] | Nivas M, Naidu R K P R, Mishra D P, et al. Modeling and analysis of solar-powered electric vehicles[J]. Int’l J Powe Elect Driv Syst, 2022, 13(1): 480-487. |
[118] |
DUAN Chen, WANG Caisheng, LI Zongzheng, et al. A solar power-assisted battery balancing system for electric vehicles[J]. IEEE Trans Transport Electrificat, 2018, 4(2): 432-443.
doi: 10.1109/TTE.2018.2817123 URL |
[119] | 王超. 基于汽车风速的风能发电系统研究[D]. 北京: 北京交通大学, 2015. |
WANG Chao. Research on wind power generation system based on vehicle speed[D]. Beijing: Beijing Jiaotong University, 2005. (in Chinese) | |
[120] | 李傲雪. 电动汽车迎面气流能量回收装置设计与实验研究[D]. 镇江: 江苏大学, 2016. |
LI Aoxue. Design and experimental research on the frontal airflow energy recovery device of electric vehicle[D]. Zhenjiang: Jiangsu University, 2016. (in Chinese) | |
[121] | Khan Z A, Sherazi H H R, Ali M, et al. Designing a wind energy harvester for connected vehicles in green cities[J]. Energies, 2021, 14(17): No 5408. |
[122] | ZHAO Zhen, LI Yongxin, ZHANG Baifu, et al. Design and analysis of a novel adjustable SVAWT for wind energy harvesting in new energy vehicle[J]. World Elect Vehi J, 2022, 13(12): No 242. |
[123] | 熊昭. 基于风光互补的电动汽车智能充电控制系统的研究与设计[D]. 南宁: 广西大学, 2017. |
XIONG Zhao. Research and design of intelligent charging control system for electric vehicle based on wind and solar[D]. Nanning: Guangxi University, 2017. (in Chinese) | |
[124] | 蔡鹏, 张军, 邓全冰, 等. 智能风光互补新能源车设计[J]. 流体测量与控制, 2022, 3(3): 27-30. |
CAI Peng, ZHANG Jun, DENG Quanbing, et al. Design of intelligent wind-complementary new energy vehicle[J]. Fluid Measure Contr, 2022, 3(3): 27-30. (in Chinese) | |
[125] | Prakash K, Mamun K A, Islam F R, et al. Hybrid electric vehicle: designing a control of solar/wind/battery/capacitor/fuel cell hybrid system[C]// 2019 29th Austra Univ Power Engi Conf (AUPEC). IEEE, 2019: 1-6. |
[126] |
Fathabadi H. Utilizing solar and wind energy in plug-in hybrid electric vehicles[J]. Energ Conver Manag, 2018, 156: 317-328.
doi: 10.1016/j.enconman.2017.11.015 URL |
[127] |
熊连松, 吴斌, 卓放, 等. 太阳能电动车混合储能系统的能量管理策略研究[J]. 电源学报, 2011(5): 37-43.
doi: 10.13234/j.issn.2095-2805.2011.5.37 |
XIONG Liansong, WU Bin, ZHUO Fang, et al. Energy management strategy for hybrid energy system in solar car[J]. J Power Supply, 2011(5): 37-43. (in Chinese) | |
[128] | 范志鹏. 新能源汽车的一种能量管理策略研究[D]. 恩施: 湖北民族大学, 2022. |
FAN Zhipeng. A Research of Energy Management strategy for electric vehicle[D]. Enshi: Hubei Minzu University, 2022. (in Chinese) | |
[129] | WU Bin, ZHUO Fang, LONG Fei, et al. A management strategy for solar panel-battery-super capacitor hybrid energy system in solar car[C]// 8th Int’l Conf Power Electr-ECCE Asia. IEEE, 2011: 1682-1687. |
[130] | CHEN Hongjun, LU Fei, GUO Fujuan. Power management system design for small size solar-electric vehicle[C]// Proceed 7th Int’l Power Electr Motion Contr Conf. IEEE, 2012, 4: 2658-2662. |
[131] | Güneşer M T, Erdil E, Cernat M, et al. Improving the energy management of a solar electric vehicle[J]. Advan Electr Comput Engi, 2015, 15(4): 53-62. |
[132] |
别一鸣, 朱奥泽, 从远. 电池健康程度差异下的电动公交线路车辆调度方法[J]. 华南理工大学学报(自然科学版), 2023, 51(10): 11-21.
doi: 10.12141/j.issn.1000-565X.230279 |
BIE Yiming, ZHU Aoze, CONG Yuan. Electric bus scheduling method considering differences in the state of health of batteries[J]. J South China Univ Tech(Nat Sci Edit), 2023, 51(10): 11-21. (in Chinese) | |
[133] | 张学清, 梁军, 张利, 等. 计及风光电源的一种地区电网电动汽车充电调度方法[J]. 电工技术学报, 2013, 28(2): 28-35. |
ZHANG Xueqing, LIANG Jun, ZHANG Li, et al. Approach for plug-in electric vehicles charging scheduling considering wind and photovoltaic power in Chinese regional power grids[J]. Trans Chin Electrotech Soc, 2013, 28(2): 28-35. (in Chinese) | |
[134] | 曲小波, 刘亚君, 陈雨薇, 等. 城市电动公交车辆运营管理:综述与展望[J]. 汽车安全与节能学报, 2022, 13(3): 407-420. |
QU Xiaobo, LIU Yajun, CHEN Yuwei, et al. Urban electric bus operation management: Review and outlook[J]. J Autom Safe Energ, 2022, 13(3): 407-420. (in Chinese) | |
[135] | BIE Yiming, JI Jinhua, WANG Xiangyu, et al. Optimization of electric bus scheduling considering stochastic volatilities in trip travel time and energy consumption[J]. Comput-Aide Civi Infrast Engi, 2021, 36(12): 1530-1548. |
[136] | JI Jinhua, BIE Yiming, WANG Linhong. Optimal electric bus fleet scheduling for a route with charging facility sharing[J]. Transport Res Part C: Emerg Tech, 2023, 147: No 104010. |
[137] | CONG Yuan, WANG Heqi, BIE Yiming, et al. Double-battery configuration method for electric bus operation in cold regions[J]. Transport Res Part E: Logist Transport Rev, 2023, 180: No 103362. |
[138] | 赵滨滨, 王莹, 徐晓萌, 等. 计及电动汽车充电与可再生能源协同调度的负荷特性分析[J]. 河南理工大学学报(自然科学版), 2020, 39(1): 107-115. |
ZHAO Binbin, WANG Ying, XU Xiaomeng, et al. Load characteristics analysis considering cooperative dispatch of EV charging and renewable energy power generation[J]. J Henan Polytech Univ (Nat Sci), 2020, 39(1): 107-115. (in Chinese) | |
[139] |
HAO Ying, DONG Lei, LIANG Jun, et al. Power forecasting-based coordination dispatch of PV power generation and electric vehicles charging in microgrid[J]. Renew Energ, 2020, 155: 1191-1210.
doi: 10.1016/j.renene.2020.03.169 URL |
[140] |
Tulpule P J, Marano V, Yurkovich S, et al. Economic and environmental impacts of a PV powered workplace parking garage charging station[J]. Appl Energy, 2013, 108: 323-332.
doi: 10.1016/j.apenergy.2013.02.068 URL |
[141] | 范春阳, 张海波, 张贺, 等. 含分布式光伏的公交充电站多阶段优化调度[J]. 电力需求侧管理, 2023, 25(3): 87-92. |
FAN Chunyang, ZHANG Haibo, ZHANG He, et al. Multi-stage optimal scheduling of bus charging stations containing distributed photovoltaic[J]. Power Deman Side Manag, 2023, 25(3): 87-92. (in Chinese) | |
[142] | LIU Xiaohan, SHANG Wenlong, de Almeida Correia G H, et al. A sustainable battery scheduling and echelon utilization framework for electric bus network with photovoltaic charging infrastructure[J]. Sustain Citi Soc, 2024, 101: No 105108. |
[143] | Moradipari A, Tucker N, Zhang Tuo, et al. Mobility-aware smart charging of electric bus fleets[C]// 2020 IEEE Power Energy Soc Gene Meet (PESGM). IEEE, 2020: 1-5. |
[144] | Tomizawa Y, Iino Y, Ihara Y, et al. Charging schedule optimization method for electric buses with PV installed at bus stations: Sensitivity analysis of PV capacity based on real city data[C]// 2020 Int’l Conf Smart Grids Energy Syst (SGES). IEEE, 2020: 157-162. |
[145] | 葛晓琳, 郝广东, 夏澍, 等. 考虑规模化电动汽车与风电接入的随机解耦协同调度[J]. 电力系统自动化, 2020, 44(4): 54-62. |
GE Xiaolin, HAO Guangdong, XIA Shu, et al. Stochastic decoupling collaborative dispatch considering lntegration of large-scale electric vehicles and wind power[J]. Auto Elect Power Syst, 2020, 44(4): 54-62. (in Chinese) | |
[146] |
王若谷, 陈果, 王秀丽, 等. 计及风电与电动汽车随机性的两阶段机组组合研究[J]. 电力建设, 2021, 42(8): 63-70.
doi: 10.12204/j.issn.1000-7229.2021.08.008 |
WANG Ruogu, CHEN Guo, WANG Xiuli, et al. Two-stage stochastic unit commitment considering the uncertainty of wind power and electric vehicle travel patterns[J]. Elect Power Construct, 2021, 42(8): 63-70. (in Chinese) | |
[147] | WU Junjie, JIA Qingshan. On optimal charging scheduling for electric vehicles with wind power generation[J/OL]. Fundament Res. (2022-06-30). https://www.sciencedirect.com/science/article/pii/S2667325822002795. |
[148] |
JIA Qingshan, WU Junjie. A structural property of charging scheduling policy for shared electric vehicles with wind power generation[J]. IEEE Trans Contr Syst Tech, 2020, 29(6): 2393-2405.
doi: 10.1109/TCST.2020.3040572 URL |
[149] | 王锐. 计及电动汽车的风-光-储微电网容量配置与经济调度研究[D]. 兰州: 兰州理工大学, 2023. |
WANG Rui. Research on capacity allocation and economic dispatch of wind-solar-storage microgrid considering electric vehicles[D]. Lanzhou: Lanzhou University of Technology, 2023. (in Chinese) | |
[150] | 侯慧, 薛梦雅, 陈国炎, 等. 计及电动汽车充放电的微电网多目标分级经济调度[J]. 电力系统自动化, 2019, 43(17): 55-62. |
HOU Hui, XUE Mengya, CHEN Guoyan, et al. Multi-objective hierarchical economic dispatch for microgrid considering charging anddischarging of electric vehicles[J]. Auto Elect Powe Syst, 2019, 43(17): 55-62. (in Chinese) | |
[151] |
JIANG Xiuli, WANG Jinkuan, HAN Yinghan, et al. Coordination dispatch of electric vehicles charging/discharging and renewable energy resources power in microgrid[J]. Proced Comput Sci, 2017, 107: 157-163.
doi: 10.1016/j.procs.2017.03.072 URL |
[152] |
LU Xinhui, ZHOU Kaile, YANG Shanlin. Multi-objective optimal dispatch of microgrid containing electric vehicles[J]. J Clean Prod, 2017, 165: 1572-1581.
doi: 10.1016/j.jclepro.2017.07.221 URL |
[153] |
别一鸣, 郝明杰, 王琳虹. 专用道条件下电动公交线路静态无线充电设施布局优化[J]. 中国公路学报, 2023, 36(1): 202-213.
doi: 10.19721/j.cnki.1001-7372.2023.01.016 |
BIE Yiming, HAO Mingjie, WANG Linhong. Layout optimization of static wireless charging facilities for electric bus routes with dedicated bus lanes[J]. China J Highway Transport, 2023, 36(1): 202-213. (in Chinese) | |
[154] | JI Jinhua, WANG Linhong, YANG Menglin, et al. Optimal deployment of dynamic wireless charging facilities for electric bus route considering stochastic travel times[J]. Energy, 2024, 289: No 129873. |
[155] | 王呈轩, 李弘昌, 樊艳芳, 等. 由光伏直接供电的电动汽车无线充电系统控制策略[J]. 科学技术与工程, 2021, 21(29): 12595-12602. |
WANG Chenxuan, LI Hongchang, FAN Yanfang, et al. Control strategy of electric vehicle wireless charging system directly powered by photovoltaic[J]. Sci Tech Engi, 2021, 21(29): 12595-12602. (in Chinese) | |
[156] | 周玮, 蓝嘉豪, 麦瑞坤, 等. 无线充电电动汽车V2G模式下光储直流微电网能量管理策略[J]. 电工技术学报, 2022, 37(1): 82-91. |
ZHOU Wei, LAN Jiahao, MAI Ruikun, et al. Research on power management strategy of DC microgrid with photovoltaic, energy storage and EV wireless power transfer in V2G mode[J]. Trans China Electrotech Soc, 2022, 37(1): 82-91. (in Chinese) | |
[157] | Lee H S, Yun J J. Three-port converter for integrating energy storage and wireless power transfer systems in future residential applications[J]. Energies, 2020, 13(1): No 272. |
[158] | Subudhi P S, Subramanian K, Retnam B. Wireless electric vehicle battery-charging system for solar-powered residential applications[J]. Int’l J Powe Energ Syst, 2019, 39(3): 130-140. |
[159] | 刘杰. 风光互补微电网为电动汽车无线充电研究[D]. 天津: 天津工业大学, 2017. |
LIU Jie. Research on wind-solar complementary microgrid for wireless charging of electric vehicles[D]. Tianjin:Tiangong University, 2017. (in Chinese) | |
[160] | 冯依一. 基于新能源技术的电动汽车充电系统设计研究[D]. 北京: 北京工业大学, 2020. |
FENG Yiyi. Design and research on electric vehicle charging system based on new energy technology[D]. Beijing: Beijing University of Technology, 2020. (in Chinese) | |
[161] | XIAO Zhaoxia, SHANGGUAM Xudong, ZHANG Xian, et al. Control of DC microgrid for electrical vehicles (EV s) wireless charging[C]// 2018 China Int’l Conf Electr Distribut (CICED). IEEE, 2018: 2082-2087. |
[162] | ZHOU Ze, LIU Zhitao, SU Hongye, et al. Bi-level framework for microgrid capacity planning under dynamic wireless charging of electric vehicles[J]. Int’ J Elect Powe Energ Syst, 2022, 141: No 108204. |
[163] | 高大威, 王硕, 杨福源. 电动汽车无线充电技术的研究进展[J]. 汽车安全与节能学报, 2015, 6(4): 314-327. |
GAO Dawei, WANG Shuo, YANG Fuyuan. State-of-art of the wireless charging technologies for electric vehicles[J]. J Autom Safe Energ, 2015, 6(4): 314-327. (in Chinese) | |
[164] |
XU Liang, XU Jin, QU Xiaobo, et al. An origin-destination demands-based multipath-band Approach to time-varying arterial coordination[J]. IEEE Trans Intel Transport Syst, 2022, 23(10): 17784-17800.
doi: 10.1109/TITS.2022.3150977 URL |
[1] | 徐明诚, 徐利伟, 殷国栋, 董锋威. 燃油车和纯电车混杂智能网联队列系统的节能与稳定控制[J]. 汽车安全与节能学报, 2024, 15(1): 71-82. |
[2] | 李志文, 焦晓红, 张婷. 基于多胞体系统的FWID EV鲁棒加权增益调度轨迹跟踪控制[J]. 汽车安全与节能学报, 2024, 15(1): 111-120. |
[3] | 安钟衍, 宋盼盼, 鲁振博, 郑思宇, 魏名山, 诸葛伟林, 张扬军. 电动汽车CO2空调涡旋压缩机变工况工作特性[J]. 汽车安全与节能学报, 2023, 14(4): 488-495. |
[4] | 张一西, 赵轩, 马建, 王兴路, 胡月琦. 基于NFTSMC的分布式驱动电动汽车稳定性控制[J]. 汽车安全与节能学报, 2023, 14(2): 212-223. |
[5] | 贾凡, 王谙词, 殷翔, 曹锋, 刘和成. 不同控制策略下新能源汽车跨临界CO2热泵最优运行特性[J]. 汽车安全与节能学报, 2022, 13(4): 770-777. |
[6] | 曲小波, 刘亚君, 陈雨薇, 别一鸣. 城市电动公交车辆运营管理:综述与展望[J]. 汽车安全与节能学报, 2022, 13(3): 407-420. |
[7] | 李敏清, 冯坚, 韩志玉. 串联式和增程式混合动力轻型商用车的性能对比[J]. 汽车安全与节能学报, 2022, 13(3): 550-559. |
[8] | 邵锦才, 何致远, 王子辉. 轮毂直驱电动汽车速度传感器的故障容错控制[J]. 汽车安全与节能学报, 2022, 13(1): 78-85. |
[9] | 高索芬, 郝瀚. 北京市纯电动出租车换电技术用户接受度研究[J]. 汽车安全与节能学报, 2022, 13(1): 176-185. |
[10] | 陈德海, 王昱朝, 孙仕儒, 雷志军. 基于无迹Kalman滤波算法的电池内部温度估计[J]. 汽车安全与节能学报, 2022, 13(1): 186-193. |
[11] | 张锐, 姚恩建, 张永生. 电动汽车混入条件下多方式动态交通分配模型[J]. 汽车安全与节能学报, 2021, 12(4): 540-550. |
[12] | 李家林, 奥迪, 王杨, 熊锐. 独立驱动电动汽车模型参考自适应稳定性控制[J]. 汽车安全与节能学报, 2021, 12(3): 355-363. |
[13] | 王煜安, 罗佳鑫, 王亚超, 王欣, 葛蕴珊, 蒋震. 不同能量管理策略的增程电动汽车排放的实际道路试验[J]. 汽车安全与节能学报, 2021, 12(2): 219-225. |
[14] | 李宗华, 翟钧, 王贤军, 马明泽, 刁冠通. 基于使用行为的电动汽车驾驶员里程焦虑模型[J]. 汽车安全与节能学报, 2021, 12(2): 226-231. |
[15] | 董振鹏, 祖炳锋, 周建伟, 徐佳晨. 基于交通信息的电动汽车制动策略及仿真[J]. 汽车安全与节能学报, 2021, 12(1): 35-42. |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||