Short term scheduling of multiple grid-parallel PEM fuel cells for microgrid applications

被引:30
作者
El-Sharkh, M. Y. [1 ]
Rahman, A. [1 ]
Alam, M. S. [1 ]
机构
[1] Univ S Alabama, Dept Elect & Comp Engn, Mobile, AL 36688 USA
关键词
PEM fuel cell; Short term scheduling; Evolutionary programming; Hill climbing; Distributed generation; Unit commitment; UNIT COMMITMENT; ALGORITHM; HYDROGEN;
D O I
10.1016/j.ijhydene.2010.07.033
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070305 [高分子化学与物理];
摘要
This paper presents a short term scheduling scheme for multiple grid-parallel PEM fuel cell power plants (FCPPs) connected to supply electrical and thermal energy to a microgrid community. As in the case of regular power plants, short term scheduling of FCPP is also a cost-based optimization problem that includes the cost of operation, thermal power recovery, and the power trade with the local utility grid. Due to the ability of the microgrid community to trade power with the local grid, the power balance constraint is not applicable, other constraints like the real power operating limits of the FCPP, and minimum up and down time are therefore used. To solve the short term scheduling problem of the FCPPs, a hybrid technique based on evolutionary programming (EP) and hill climbing technique (HC) is used. The EP is used to estimate the optimal schedule and the output power from each FCPP. The HC technique is used to monitor the feasibility of the solution during the search process. The short term scheduling problem is used to estimate the schedule and the electrical and thermal power output of five FCPPs supplying a maximum power of 300 kW. (C) 2010 Professor T. Nejat Veziroglu. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:11099 / 11106
页数:8
相关论文
共 22 条
[1]
Fuel cells and energy networks of electricity, heat, and hydrogen in residential areas [J].
Aki, Hirohisa ;
Yamamoto, Shigeo ;
Kondoh, Junji ;
Maeda, Tetsuhiko ;
Yamaguchi, Hiroshi ;
Murata, Akinobu ;
Ishii, Itaru .
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2006, 31 (08) :967-980
[2]
[Anonymous], 1979, IEEE T POWER AP SYST, V98, P2047, DOI 10.1109/TPAS.1979.319398
[3]
[Anonymous], 2013, Power generation, operation, and control
[4]
Back T., 1997, IEEE Transactions on Evolutionary Computation, V1, P3, DOI 10.1109/4235.585888
[5]
A BRANCH-AND-BOUND ALGORITHM FOR UNIT COMMITMENT [J].
COHEN, AI ;
YOSHIMURA, M .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1983, 102 (02) :444-451
[6]
INTEGER PROGRAMMING APPROACH TO THE PROBLEM OF OPTIMAL UNIT COMMITMENT WITH PROBABILISTIC RESERVE DETERMINATION [J].
DILLON, TS ;
EDWIN, KW ;
KOCHS, HD ;
TAUD, RJ .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1978, 97 (06) :2154-2166
[7]
Fogel DB, 1999, EVOLUTIONARY COMPUTATION, P1
[8]
Design of a PEM fuel cell system for residential application [J].
Gencoglu, Muhsin Tunay ;
Ural, Zehra .
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2009, 34 (12) :5242-5248
[9]
GUNES MB, 2001, THESIS STATE U VIRGI
[10]
An evolutionary programming solution to the unit commitment problem [J].
Juste, KA ;
Kita, H ;
Tanaka, E ;
Hasegawa, J .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1999, 14 (04) :1452-1459