燃料电池/电池混合动力船舶多目标分层能量管理策略

IF 10.1 1区 工程技术 Q1 ENERGY & FUELS Applied Energy Pub Date : 2024-11-29 DOI:10.1016/j.apenergy.2024.124981
Hanyou Liu , Ailong Fan , Yongping Li , Richard Bucknall , Nikola Vladimir
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引用次数: 0

摘要

船舶能量管理系统中的能量管理策略与局部控制器相互关联,影响着混合动力推进系统的性能。为了实现氢燃料电池与电池混合动力系统的高效运行,在对混合动力系统建模分析的基础上,提出了一种基于非线性模型预测控制(NMPC)的能量管理策略,并设计了动态虚拟阻抗下降控制器和经典比例积分(PI)控制器作为局部控制器。采用硬件在环(HiLs)技术对设计的随机负载工况、脉冲负载工况和实际航行工况进行仿真,比较分析了六种不同的能量管理策略及其在局部控制器下的综合性能。从能耗、操作压力、控制精度、实时性和鲁棒性等方面进行了性能比较,证明了基于NMPC和PI控制器的能量管理策略总体上优于其他策略。它可以平衡氢消耗和混合动力系统的稳定运行。与现有能源管理策略相比,所提出的NMPC+PI策略在设计航行工况和实际航行工况下,氢耗分别降低7.00%和40.29%,FC操作压力分别降低44.96%和49.88%。
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Multi-objective hierarchical energy management strategy for fuel cell/battery hybrid power ships
The energy management strategy and the local controller in the ship energy management system are interconnected, impacting the performance of the hybrid propulsion system. To achieve the efficient operation of the hydrogen fuel cell (FC) and battery hybrid power system, based on the modelling and analysis of the hybrid power system, a nonlinear model predictive control (NMPC) based energy management strategy is proposed, and a dynamic virtual impedance droop controller and a classical proportional-integral (PI) controller are designed as local controllers. By simulating the designed random load conditions, pulse load conditions, and actual sailing conditions using hardware-in-the-loop (HiLs) technology, six different energy management strategies and their comprehensive performance with local controllers are compared and analysed. Comparing performance in terms of energy consumption, operating pressure, control accuracy, real-time performance, and robustness, it has been proven that the energy management strategy based on NMPC, coupled with a PI controller, is superior to other strategies overall. It can balance hydrogen consumption and the stable operation of the hybrid power system. Compared to existing energy management strategies, the proposed NMPC+PI strategy can reduce hydrogen consumption by 7.00 % and 40.29 %, and FC operating pressure by 44.96 % and 49.88 %, respectively, under both designed navigation conditions and actual navigation conditions.
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来源期刊
Applied Energy
Applied Energy 工程技术-工程:化工
CiteScore
21.20
自引率
10.70%
发文量
1830
审稿时长
41 days
期刊介绍: Applied Energy serves as a platform for sharing innovations, research, development, and demonstrations in energy conversion, conservation, and sustainable energy systems. The journal covers topics such as optimal energy resource use, environmental pollutant mitigation, and energy process analysis. It welcomes original papers, review articles, technical notes, and letters to the editor. Authors are encouraged to submit manuscripts that bridge the gap between research, development, and implementation. The journal addresses a wide spectrum of topics, including fossil and renewable energy technologies, energy economics, and environmental impacts. Applied Energy also explores modeling and forecasting, conservation strategies, and the social and economic implications of energy policies, including climate change mitigation. It is complemented by the open-access journal Advances in Applied Energy.
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