Electric Power ›› 2026, Vol. 59 ›› Issue (6): 133-144.DOI: 10.11930/j.issn.1004-9649.202507065
• New Energy and Energy Storage • Previous Articles
LI Hao1(
), LI Huangqiang2, XIANG Kun2, YANG Lingxi2, MA Hui1(
)
Received:2025-07-22
Revised:2026-05-12
Online:2026-06-22
Published:2026-06-28
Supported by:LI Hao, LI Huangqiang, XIANG Kun, YANG Lingxi, MA Hui. Multi-time scale optimal scheduling of port microgrids considering flexible loads and electric ships[J]. Electric Power, 2026, 59(6): 133-144.
| 船舶 编号 | 到港 时间 | 离港 时间 | 船舶容 量/kW | 到港 电量 | 充电功 率/kW |
| 1 | 01:00 | 08:00 | 0.17 | 400 | |
| 2 | 02:00 | 12:00 | 0.16 | ||
| 3 | 04:00 | 13:00 | 0.19 | 500 | |
| 4 | 08:00 | 17:00 | 0.17 | ||
| 5 | 11:00 | 19:00 | 0.20 | 600 | |
| 6 | 14:00 | 24:00 | 0.19 |
Table 1 Parameters of electric ships
| 船舶 编号 | 到港 时间 | 离港 时间 | 船舶容 量/kW | 到港 电量 | 充电功 率/kW |
| 1 | 01:00 | 08:00 | 0.17 | 400 | |
| 2 | 02:00 | 12:00 | 0.16 | ||
| 3 | 04:00 | 13:00 | 0.19 | 500 | |
| 4 | 08:00 | 17:00 | 0.17 | ||
| 5 | 11:00 | 19:00 | 0.20 | 600 | |
| 6 | 14:00 | 24:00 | 0.19 |
| 时段 | 区间 | 电价/(元·(kW·h)–1) |
| 峰时段 | 08:00—12:00 18:00—22:00 | 1.10 |
| 平时段 | 07:00—08:00 12:00—18:00 | 0.70 |
| 谷时段 | 22:00—次日08:00 | 0.40 |
Table 2 Time-of-use price
| 时段 | 区间 | 电价/(元·(kW·h)–1) |
| 峰时段 | 08:00—12:00 18:00—22:00 | 1.10 |
| 平时段 | 07:00—08:00 12:00—18:00 | 0.70 |
| 谷时段 | 22:00—次日08:00 | 0.40 |
| 参数 | 数值 |
| 风电装机容量/MW | 5 |
| 光伏装机容量/MW | 2.5 |
| 弃光惩罚系数 | 0.3 |
| 弃风惩罚系数 | 0.3 |
| 最大削减次数 | 8 |
| 可平移负荷补偿系数 | 0.1 |
| 可转移负荷补偿系数 | 0.15 |
| 可削减负荷补偿系数 | 0.2 |
| 电动船舶补偿系数 | 0.2 |
| 储能容量/MW | 2 |
| 储能充放电功率/kW | 500 |
| 储能充放电效率 | 0.95 |
| 储能初始电量 | 0.5 |
| 储能荷电状态最小值 | 0.10 |
| 储能荷电状态最大值 | 0.95 |
| 船舶充放电效率 | 0.95 |
| 船舶离港期望电量 | 0.8 |
| 船舶荷电状态最小值 | 0.10 |
| 船舶荷电状态最大值 | 0.95 |
Table 3 Other parameters
| 参数 | 数值 |
| 风电装机容量/MW | 5 |
| 光伏装机容量/MW | 2.5 |
| 弃光惩罚系数 | 0.3 |
| 弃风惩罚系数 | 0.3 |
| 最大削减次数 | 8 |
| 可平移负荷补偿系数 | 0.1 |
| 可转移负荷补偿系数 | 0.15 |
| 可削减负荷补偿系数 | 0.2 |
| 电动船舶补偿系数 | 0.2 |
| 储能容量/MW | 2 |
| 储能充放电功率/kW | 500 |
| 储能充放电效率 | 0.95 |
| 储能初始电量 | 0.5 |
| 储能荷电状态最小值 | 0.10 |
| 储能荷电状态最大值 | 0.95 |
| 船舶充放电效率 | 0.95 |
| 船舶离港期望电量 | 0.8 |
| 船舶荷电状态最小值 | 0.10 |
| 船舶荷电状态最大值 | 0.95 |
| 项目 | 场景1 | 场景2 | 场景3 | 场景4 |
| 总成本/元 | ||||
| 购电成本/元 | ||||
| 设备运维成本/元 | ||||
| 储能损耗成本/元 | 0 | 0 | 712.6 | 712.6 |
| 弃风弃光惩罚成本/元 | 613.6 | 448.5 | ||
| 柔性负荷补偿成本/元 | 0 | 0 | ||
| 电动船舶补偿成本/元 | 0 | 0 | 721.8 | 703.2 |
| 弃风率/% | 9.2 | 7.2 | 1.8 | 1.3 |
Table 4 Day-ahead optimal scheduling results
| 项目 | 场景1 | 场景2 | 场景3 | 场景4 |
| 总成本/元 | ||||
| 购电成本/元 | ||||
| 设备运维成本/元 | ||||
| 储能损耗成本/元 | 0 | 0 | 712.6 | 712.6 |
| 弃风弃光惩罚成本/元 | 613.6 | 448.5 | ||
| 柔性负荷补偿成本/元 | 0 | 0 | ||
| 电动船舶补偿成本/元 | 0 | 0 | 721.8 | 703.2 |
| 弃风率/% | 9.2 | 7.2 | 1.8 | 1.3 |
| 项目 | 场景1 | 场景2 | 场景3 | 场景4 |
| 总成本/元 | ||||
| 购电成本/元 | ||||
| 设备运维成本/元 | ||||
| 储能损耗成本/元 | 0 | 0 | 717.0 | 719.2 |
| 出力变动成本/元 | 213.9 | 310.8 | 367.6 | 462.2 |
| 弃风弃光惩罚成本/元 | 469.7 | 387.7 | ||
| 柔性负荷补偿成本/元 | 0 | 0 | ||
| 电动船舶补偿成本/元 | 0 | 0 | 478.2 | 504.0 |
| 弃风率/% | 8.3 | 6.3 | 1.4 | 1.1 |
Table 5 Intraday optimal scheduling results
| 项目 | 场景1 | 场景2 | 场景3 | 场景4 |
| 总成本/元 | ||||
| 购电成本/元 | ||||
| 设备运维成本/元 | ||||
| 储能损耗成本/元 | 0 | 0 | 717.0 | 719.2 |
| 出力变动成本/元 | 213.9 | 310.8 | 367.6 | 462.2 |
| 弃风弃光惩罚成本/元 | 469.7 | 387.7 | ||
| 柔性负荷补偿成本/元 | 0 | 0 | ||
| 电动船舶补偿成本/元 | 0 | 0 | 478.2 | 504.0 |
| 弃风率/% | 8.3 | 6.3 | 1.4 | 1.1 |
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