Power management system for off-grid hydrogen production based on uncertainty

被引:26
|
作者
Cano, Mauricio Higuita [1 ,2 ]
Kelouwani, Sousso [1 ,3 ]
Agbossou, Kodjo [1 ,2 ]
Dube, Yves [1 ,3 ]
机构
[1] Univ Quebec Trois Rivieres, Hydrogen Res Inst, Trois Rivieres, PQ G9A 5H7, Canada
[2] Univ Quebec Trois Rivieres, Dept Elect & Comp Engn, Trois Rivieres, PQ G9A 5H7, Canada
[3] Univ Quebec Trois Rivieres, Dept Mech Engn, Trois Rivieres, PQ G9A 5H7, Canada
关键词
Renewable energy management; Fuel cell; Electrolyzer; Wind uncertainty; Solar irradiance uncertainty; Fuzzy logic; PHOTOVOLTAIC-WIND SYSTEM; ENERGY MANAGEMENT; GENERATION; OPTIMIZATION; MODEL; CORROSION; BEHAVIOR; DESIGN;
D O I
10.1016/j.ijhydene.2015.03.157
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
This paper investigates a new approach that incorporates the predicted renewable energy power as well as the predicted load consumption in the power flow management of a stand-alone hybrid renewable energy system. The studied renewable system comprises photovoltaic panels, wind turbine, as primary renewable energy sources and uses as second source a fuel cell which provides electric power from previously stored hydrogen produce by an electrolyzer. Using stochastic models and propagating wind speed, solar irradiance uncertainties through the system, a new fuzzy logic controller is design and validated with a reported experimental data. Unlike the reported power management system, the control system incorporate a one-step prediction of the DC link net power with its uncertainty in order to make an appropriate decision which improves the hydrogen and the fuel cell lifetime. Through a comparative study, its has been demonstrated that integrating power prediction and its uncertainty gives better results than an optimization-based approach proposed in literature. Copyright (C) 2015, Hydrogen Energy Publications, LLC. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:7260 / 7272
页数:13
相关论文
共 50 条
  • [1] Power management control for off-grid solar hydrogen production and utilisation system
    Zhang, Fan
    Thanapalan, Kary
    Procter, Andrew
    Carr, Stephen
    Maddy, Jon
    Premier, Giuliano
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2013, 38 (11) : 4334 - 4341
  • [2] An energy management system for off-grid power systems
    Daniel Zelazo
    Ran Dai
    Mehran Mesbahi
    [J]. Energy Systems, 2012, 3 (2) : 153 - 179
  • [3] An energy management system for off-grid power systems
    Zelazo, Daniel
    Dai, Ran
    Mesbahi, Mehran
    [J]. ENERGY SYSTEMS-OPTIMIZATION MODELING SIMULATION AND ECONOMIC ASPECTS, 2012, 3 (02): : 153 - 179
  • [4] Energy Management System for the Off-Grid Power Distribution Systems
    Vysocky, Jan
    Blazek, Vojtech
    Petruzela, Michal
    Misak, Stanislav
    Prokop, Lukas
    [J]. PROCEEDINGS OF THE 2018 19TH INTERNATIONAL SCIENTIFIC CONFERENCE ON ELECTRIC POWER ENGINEERING (EPE), 2018, : 97 - 102
  • [5] Hydrogen storage for off-grid power supply
    Gray, E. MacA
    Webb, C. J.
    Andrews, J.
    Shabani, B.
    Tsai, P. J.
    Chan, S. L. I.
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2011, 36 (01) : 654 - 663
  • [6] Power management of an off-grid photovoltaic system using a linear algebra based control
    Basantes, Bryan
    Ulloa-Herrera, Francisco
    Pozo, Marcelo
    Camacho, Oscar
    [J]. Results in Engineering, 2024, 23
  • [7] Coordinated Control Strategy for Off-grid Photovoltaic Hydrogen Production System Considering Source-Load Uncertainty
    Jia, Chunyu
    Guo, Yingjun
    Sun, Hexu
    Li, Pengcheng
    Zhao, Yuyang
    Dong, Weichao
    [J]. PROCEEDINGS OF THE 10TH HYDROGEN TECHNOLOGY CONVENTION, VOL 2, WHTC 2023, 2024, 394 : 165 - 174
  • [8] Off-grid residential hydrogen energy system
    Robbins, Curtis M.
    [J]. PROCEEDINGS OF THE ENERGY SUSTAINABILITY CONFERENCE 2007, 2007, : 155 - 159
  • [9] Power Quality Analysis in Off-grid Power System
    Misak, Stanislav
    Prokop, Lukas
    Bilik, Petr
    [J]. 2014 ELEKTRO, 2014, : 337 - 342
  • [10] An energy management of a combined cooling and power cogeneration system using hydrogen energy for an off-grid application
    Lambert, Hugo
    Ferrucci, Franco
    Roche, Robin
    Jemei, Samir
    Ortega, Pascal
    Hissel, Daniel
    [J]. 2022 IEEE 31ST INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2022, : 65 - 70