摘要
以船舶串联式混合动力系统的能量管理策略为研究对象,建立动力系统数学模型,采用实时性好的基于逻辑规则的能量管理策略,提出基于多目标优化算法NSGA-Ⅱ优化逻辑规则中的逻辑门限值,以降低油耗和碳排放。某内河运输船循环工况的仿真结果表明,比较传统动力系统,采用优化能量管理策略的混合动力系统节油11.09%,减少碳排放4.32%;比较基于经验的逻辑规则,优化的能量管理策略节油1.18%,减少碳排放2.46%。
Taking the energy management strategy of the ship series hybrid system as the research object,the mathematical model of hybrid system is established and the real-time energy management strategy based on logic rules is adopted.To reduce fuel consumption and carbon emissions,a multi-objective optimization algorithm based on NSGA-Ⅱis proposed to optimize logic thresholds in the logic rules.The simulation results of the cycle condition of an inland transport ship show that compared with the traditional power system,the hybrid system with optimized energy management strategy saves11.09%fuel and reduces carbon emissions by 4.32%;compared with experience-based logic rules,the optimized energy management strategy saves fuel by 1.18%and reduces carbon emissions by 4.32%.
作者
苗东晓
陈俐
王欣然
MIAO Dong-xiao;CHEN Li;WANG Xin-ran(Institute of Power Plant and Automation,Shanghai Jiaotong University,Shanghai 200240,China;State Key Laboratory of Ocean Engineering,Shanghai Jiaotong University,Shanghai 200240,China)
出处
《舰船科学技术》
北大核心
2022年第14期113-118,共6页
Ship Science and Technology
基金
工信部高技术船舶科研资助项目(MC-201917-C09)。
关键词
混合动力系统
能量管理
多目标优化
hybrid system
energy management strategy
multi-objective optimization
