基于pareto的全电动船舶混合储能系统设计优化

IF 1.7 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Rene A. Barrera-Cardenas, Salvatore D'Arco, Luigi Piegari, Pietro Tricoli
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引用次数: 0

摘要

全电动船舶可以受益于混合储能系统(HESS),该系统结合了两种在功率和能量密度方面不同特性的存储技术。船舶HESS的优化设计通常是一个具有多个自由度和约束条件的复杂多变量优化问题。实际上,优化应该考虑到存储单元的运行特性,包括它们的逐步老化。此外,存储单元的大小与能源管理系统(EMS)中实现的将负载所需的电力分配给存储单元的策略密切相关。本文提出了一种基于pareto的两阶段全电动船舶HESS优化设计方法。该方法首先将帕累托前沿确定为在大型离散配置空间内满足操作约束的两个存储单元的容量方面的所有最佳配置的集合。这些制约因素导致了容量退化以及功率和能量的限制。EMS中的自由度包含在配置空间中。第二阶段根据定义的成本函数确定帕累托前线的最优配置。该方法将能够满足操作约束的解的分析与优化解解解分离,并且可以非常有效地探索几个备选成本函数对最优解的影响。此外,与单一技术解决方案相比,Pareto前端的形状可以提供混合存储所带来的好处的视觉线索,以及优化的边际。以全电动拖船为例,说明了HESS何时是有益的,以及如何促进优化设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Pareto-Based Design Optimisation of Hybrid Energy Storage Systems for Full-Electric Vessels

Pareto-Based Design Optimisation of Hybrid Energy Storage Systems for Full-Electric Vessels

Full electric vessels can benefit from hybrid energy storage systems (HESS) that combine two storage technologies of different characteristics in terms of power and energy density. The optimal design of a HESS for a vessel is generally a rather complex multivariable optimization with several degrees of freedom and constraints. Indeed, the optimization should account for the operational characteristics of the storage units, including their progressive aging. Moreover, the sizing of the storage units is tightly linked to the strategy implemented in the energy management system (EMS) for allocating the power needed by the load to the storage units. This paper presents a two-stage Pareto-based design optimization procedure for HESS intended for a full-electric vessel. The methodology first identifies a Pareto front as the set of all the optimal configurations in terms of capacity of the two storage units that fulfil the operational constraints within a large discrete configuration space. These constraints account for capacity degradation and limitations in power and energy. The degrees of freedom in the EMS are included in the configuration space. A second stage identifies the optimal configuration on the Pareto front based on a defined cost function. The approach decouples the analysis of the solutions that can fulfil the operational constraints from the optimization and can be very effective in exploring the effect of several alternative cost functions on the optimal solution. Moreover, the shape of the Pareto front can offer a visual clue to the benefits offered by a hybrid storage compared to a single technology solution and on the optimization margins. The procedure is illustrated with a case of a full electric tugboat highlighting when a HESS can be beneficial and how the optimal design can be facilitated.

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来源期刊
IET Power Electronics
IET Power Electronics ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
5.50
自引率
10.00%
发文量
195
审稿时长
5.1 months
期刊介绍: IET Power Electronics aims to attract original research papers, short communications, review articles and power electronics related educational studies. The scope covers applications and technologies in the field of power electronics with special focus on cost-effective, efficient, power dense, environmental friendly and robust solutions, which includes: Applications: Electric drives/generators, renewable energy, industrial and consumable applications (including lighting, welding, heating, sub-sea applications, drilling and others), medical and military apparatus, utility applications, transport and space application, energy harvesting, telecommunications, energy storage management systems, home appliances. Technologies: Circuits: all type of converter topologies for low and high power applications including but not limited to: inverter, rectifier, dc/dc converter, power supplies, UPS, ac/ac converter, resonant converter, high frequency converter, hybrid converter, multilevel converter, power factor correction circuits and other advanced topologies. Components and Materials: switching devices and their control, inductors, sensors, transformers, capacitors, resistors, thermal management, filters, fuses and protection elements and other novel low-cost efficient components/materials. Control: techniques for controlling, analysing, modelling and/or simulation of power electronics circuits and complete power electronics systems. Design/Manufacturing/Testing: new multi-domain modelling, assembling and packaging technologies, advanced testing techniques. Environmental Impact: Electromagnetic Interference (EMI) reduction techniques, Electromagnetic Compatibility (EMC), limiting acoustic noise and vibration, recycling techniques, use of non-rare material. Education: teaching methods, programme and course design, use of technology in power electronics teaching, virtual laboratory and e-learning and fields within the scope of interest. Special Issues. Current Call for papers: Harmonic Mitigation Techniques and Grid Robustness in Power Electronic-Based Power Systems - https://digital-library.theiet.org/files/IET_PEL_CFP_HMTGRPEPS.pdf
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