The interplay between renewables penetration, costing and emissions in the sizing of stand-alone hydrogen systems

被引:67
作者
Brka, Adel [1 ]
Al-Abdeli, Yasir M. [1 ]
Kothapalli, Ganesh [1 ]
机构
[1] Edith Cowan Univ, Sch Engn, Joondalup, WA 6027, Australia
关键词
Hydrogen energy; Systems optimization; Multi-objective Genetic Algorithm; Experiments; Transient start-up; Life cycle emissions; ENERGY SYSTEM; MANAGEMENT STRATEGIES; OPTIMAL-DESIGN; POWER-SYSTEMS; HYBRID; OPTIMIZATION; STORAGE; METHODOLOGY; ALGORITHM; IMPACT;
D O I
10.1016/j.ijhydene.2014.10.132
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Multi-objective Genetic Algorithms are used to optimise three stand-alone hydrogen systems (WG-H-2, WG/PV-H-2 and PV-H-2) under three different objective functions: minimising (hardware) Net Present Cost - NPC ($), whole Life Cycle Emissions - LCE (CO2-eq/yr) and dumped/Excess Energy -EE (%) at low demand. Optimisations considering Excess Energy haven't been reported before. Simulations are implemented using MATLAB, incorporate experimentally resolved fuel cell start-up transients, and dynamic profiles for wind speed, solar irradiance as well as electric load demand. Results indicate the significance of integrating fuel cell start-up into the LPSP when optimising systems, another aspect not reported before and a modified LPSP is introduced. Furthermore, when sizing energy systems by reducing LCE, EE, and NPC, the favoured hybrid architecture appears to be WG-H-2 over the others studied. For the same LPSP, an interesting finding is that increased renewables penetration (reduced dumped loads) affects the optimised solution but comes at a cost. Copyright (C) 2014, Hydrogen Energy Publications, LLC. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:125 / 135
页数:11
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