As a special mobile microgrid, an all-electric ship (AES) utilizes diesel generators and energy storage systems to provide electric propulsion and service loads. Unlike previous studies of the minimization of the AES operation using auxiliary energy storage systems, this paper exploits existing shipboard thermal storage and thermal load as a virtual energy storage system to reduce both operating cost and greenhouse gas emissions. To achieve this goal, a joint optimization model is developed optimally to coordinate the voyage scheduling and power generation of the AES under various load conditions. Thermal load and propulsion load optimization are considered in demand-side management. The problem is formulated mathematically as a multi-objective economic dispatch problem and solved by the particle swarm optimization (PSO) algorithm combined with non-dominated sorting genetic algorithm II (NSGA-II). A typical navigation route is selected for the case studies and simulation results demonstrate that the proposed joint optimization method reduces cost and greenhouse gas emissions by 17.4% and 23.6%, respectively, from those achieved using current fixed voyage generation scheduling methods. The environment friendliness and energy efficiency are further improved by coordinated penetration of the thermal storage dispatch into generation and voyage scheduling. (C) 2019 Elsevier Ltd. All rights reserved.
机构:
Univ Michigan, Dept Naval Architecture & Marine Engn, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USAUniv Michigan, Dept Naval Architecture & Marine Engn, Ann Arbor, MI 48109 USA
Sun, Jing
;
Hofmann, Heath F.
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机构:
Univ Michigan, Dept Naval Architecture & Marine Engn, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USAUniv Michigan, Dept Naval Architecture & Marine Engn, Ann Arbor, MI 48109 USA
机构:
Univ Michigan, Dept Naval Architecture & Marine Engn, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USAUniv Michigan, Dept Naval Architecture & Marine Engn, Ann Arbor, MI 48109 USA
Sun, Jing
;
Hofmann, Heath F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Naval Architecture & Marine Engn, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USAUniv Michigan, Dept Naval Architecture & Marine Engn, Ann Arbor, MI 48109 USA