首页|期刊导航|交通信息与安全|面向港口关键起重设备调峰的协调优化运行方法

面向港口关键起重设备调峰的协调优化运行方法OACSCD

A Coordinated Optimization Method for Peak-Shaving Operation of Key Port Crane Equipment

中文摘要英文摘要

智能化和绿色化已成为未来港口发展的必然趋势.电气化改造后,港口关键设备均由港口微电网供电,安全稳定的电力供给是实现港口高效运输作业的保障.以自动化集装箱码头中的关键大型起重设备为研究对象,研究了 1 种面向港口微电网削峰填谷的作业协调优化调度策略.构建岸桥(ship-to-shore crane,STS)和轨道式场桥(rail-mounted gantry crane,RMG)的通用负荷计算模型,根据设备双循环作业周期的阶段划分,形成标准工况下的多阶段、全时域负荷曲线.在负荷建模的基础上,结合港口集中式储能的充放电能力,提出了起重设备集群作业周期与储能系统协同运行的精确优化模型;通过引入逻辑变量刻画多机设备所处的运行阶段与功率水平,构建考虑设备集群聚合功率冲击的约束条件与目标函数;求解优化模型获得多台设备的最优启动时刻,实现港口装备集群负荷波动平抑与能量利用效率提升.针对设备运行和储能容量配置进行了仿真分析,验证了多设备协调调度方法能够有效抑制峰谷差,在所考虑的场景下峰值功率下降20%以上.通过精确优化算法和启发式优化算法的比较分析,验证了精确优化方法的最优性与扩展能力;同时,给出了设备随机运行时的启动时刻可行域,明确了非理想情况下安全启动组合,给出了非标准工况下所提优化模型的扩展,体现出良好的工程实用价值.

Intelligent and green development is an inevitable trend for future port development.After electrification upgrades,key port equipment is supplied by the port microgrid,and a safe and stable power supply is the foundation for efficient port transportation operations.Focusing on critical large-scale port cranes in automated container termi-nals,this study investigates a coordinated operational scheduling strategy for peak shaving and valley filling in port microgrids.A unified load-calculation model for ship-to-shore cranes(STS)and rail-mounted gantry cranes(RMG)is established.By dividing the stages of the equipment's dual-cycle operating process,a multi-stage,full-time-hori-zon load profile under standard working conditions is developed.Building on the load modeling and considering the charge-discharge capability of centralized port energy storage,an exact optimization model is proposed for the coor-dinated operation between the operating cycles of crane clusters and the energy storage system.Logical variables are introduced to characterize the operating stage and power level of each machine,and constraints and an objective function are formulated to account for aggregated power impacts from equipment clusters.Solving the optimization model yields the optimal start times for multiple machines,thereby smoothing load fluctuations of port equipment clusters and improving energy utilization efficiency.Simulation analyses are conducted for equipment operation and energy storage capacity configuration,verifying that the multi-equipment coordinated scheduling method can effec-tively reduce the peak-valley difference,achieving more than a 20%reduction in peak power in the considered sce-narios.Comparative analyses between exact optimization and heuristic optimization validate the optimality and scal-ability of the exact approach.In addition,the feasible region of start times under stochastic equipment operation is provided,identifying safe start-time combinations under non-ideal conditions.An extension of the proposed optimi-zation model to non-standard operating conditions is also presented,demonstrating strong engineering practicality.

王枭;赵山峰;张乾能;樊锐;袁成清;任海东

武汉理工大学自动化学院 武汉 430072三一海洋重工有限公司 广东 珠海 519000武汉理工大学交通与物流工程学院 武汉 430063||宁波舟山港集团有限公司 浙江 宁波 316000武汉理工大学自动化学院 武汉 430072武汉理工大学交通与物流工程学院 武汉 430063宁波舟山港集团有限公司 浙江 宁波 316000

信息技术与安全科学

港口微电网起重设备削峰填谷精确优化

port microgridlifting equipmentpeak shaving and valley fillingexact optimization

《交通信息与安全》 2025 (6)

148-158,11

国家重点研发计划项目(2024YFB4303502)资助

10.3963/j.jssn.1674-4861.2025.06.014

评论