PDF(6397 KB)
PDF(6397 KB)
PDF(6397 KB)
考虑需求响应和电动汽车负荷路-电耦合特性的配电网可靠性评估
Reliability Evaluation of Distribution Network Considering Demand Response and Road-Electricity Coupling Characteristics of Electric Vehicle Load
随着电动汽车的普及,大量的无序充电行为给配电网可靠性带来负面影响。文章建立了考虑需求响应和路-电耦合特性的配电网可靠性评估模型,准确预测电动汽车时空分布负荷并对其进行调度,改善可靠性指标。提出了路-电耦合模式结构及时空负荷预测框架;建立了路网模型、用户模型、考虑需求响应的充电负荷补充模型,得到电动汽车负荷时空分布;基于双向层级结构、启发式削减策略对电动汽车接入的配电网可靠性进行评估。以某区域路-电耦合网为例,分析了该区域电动私家车充电负荷时空分布情况并对考虑需求响应、路-电耦合特性的配电网可靠性进行了评估。各种场景下的仿真结果验证了文章模型的有效性以及需求响应对可靠性指标的优化作用、路-电耦合特性对可靠性指标的恶化影响。
With the popularity of electric vehicles (EVs), a large number of disorderly charging behaviors have a negative impact on the reliability of the distribution network. In this paper, a reliability evaluation model of distribution network considering demand response and road-electricity coupling characteristics is established to accurately predict and dispatch the spatiotemporal distribution load of electric vehicles, so as to improve the reliability index. Firstly, the road-electricity coupling model structure and the time-space load forecasting framework are proposed. Then the road network model, user model, and charging load supplement model considering demand response are given, and the space-time distribution of electric vehicle load is obtained. Finally, evaluation based on the two-way hierarchical structure and heuristic reduction strategy is carried out for the reliability of the distribution network where the EVs connect. Taking a regional road-electricity coupling network as an example, the temporal and spatial distribution of private EV charging load in this area is analyzed and the reliability of the distribution network considering demand response and road-electricity coupling characteristics is evaluated. Simulation results in various scenarios verify the effectiveness of the proposed model, the optimization effect of demand response on reliability index, and the deterioration effect of road-electricity coupling characteristics on the reliability index.
路-电耦合 / 电动汽车 / 充电负荷 / 需求响应 / 可靠性评估
road-electricity coupling / electric vehicle / charging load / demand response / reliability evaluation
| [1] |
|
| [2] |
苏舒, 林湘宁, 张宏志, 等. 电动汽车充电需求时空分布动态演化模型[J]. 中国电机工程学报, 2017,37(16):4618-4629.
|
| [3] |
陈丽丹, 张尧,
|
| [4] |
|
| [5] |
陈丽丹, 聂涌泉, 钟庆. 基于出行链的电动汽车充电负荷预测模型[J]. 电工技术学报, 2015,30(4):216-225.
|
| [6] |
张晨彧, 丁明, 张晶晶. 基于交通出行矩阵的私家车充电负荷时空分布预测[J]. 电工技术学报, 2017,32(1):78-87.
|
| [7] |
刘洪, 张旭, 刘畅, 等. 考虑充电设施充裕性的电动私家车出行与充电需求时序交互分析[J]. 中国电机工程学报, 2018,38(18):5469-5478.
|
| [8] |
邵尹池, 穆云飞, 余晓丹, 等. “车-路-网”模式下电动汽车充电负荷时空预测及其对配电网潮流的影响[J]. 中国电机工程学报, 2017,37(18):5207-5219.
|
| [9] |
周思宇, 顾博, 张晓勇, 等. 计及山地城市时空特性的充电设施最优规划[J]. 电网技术, 2020,44(6):2229-2237.
|
| [10] |
白浩, 苗世洪, 钱甜甜, 等. 联合发电系统用于含电动汽车的配网可靠性评估研究[J]. 电工技术学报, 2015,30(11):127-137.
|
| [11] |
殷自力, 郑佩祥, 陈宇星, 等. 含电动汽车和分布式电源的配电网的可靠性评估[J]. 电力系统保护与控制, 2017,45(24):77-83.
|
| [12] |
刘文霞, 张敏, 张建华, 等. 电动汽车负荷对配电网可靠性影响的量化分析[J]. 电力系统及其自动化学报, 2013,25(4):1-6.
|
| [13] |
蒋卓臻, 向月, 刘俊勇, 等. 集成电动汽车全轨迹空间的充电负荷建模及对配电网可靠性的影响[J]. 电网技术, 2019,43(10):3789-3800.
|
| [14] |
梅杰, 高赐威. 交通特性在电动汽车并网研究中的考虑[J]. 电网技术, 2015,39(12):3549-3555.
|
| [15] |
|
| [16] |
张谦, 王众, 谭维玉, 等. 基于MDP随机路径模拟的电动汽车充电负荷时空分布预测[J]. 电力系统自动化, 2018,42(20):59-66.
|
| [17] |
徐青山, 蔡婷婷, 刘瑜俊, 等. 考虑驾驶人行为习惯及出行链的电动汽车充电站站址规划[J]. 电力系统自动化, 2016,40(4):59-65,77.
|
| [18] |
李含玉, 杜兆斌, 陈丽丹, 等. 基于出行模拟的电动汽车充电负荷预测模型及V2G评估[J]. 电力系统自动化, 2019,43(21):88-96.
|
| [19] |
|
| [20] |
|
| [21] |
|
| [22] |
胡美玉, 胡志坚, 汪祥, 等. 基于双向层级结构的计及开关故障的配电系统可靠性评估[J]. 电网技术, 2016,40(5):1476-1481.
|
| [23] |
袁修广, 黄纯, 张磊, 等. 计及微网孤岛运行方式的配电网可靠性评估[J]. 电网技术, 2015,39(3):690-697.
|
| [24] |
|
| [25] |
胡美玉, 胡志坚. 考虑需求响应的有源配电系统可靠性评估[J]. 电力建设, 2016,37(12):112-118.
|
AI小编
/
| 〈 |
|
〉 |