TY - GEN
T1 - Parameter optimization of PEMFC model using backtracking search algorithm
AU - Khan, Saad Saleem
AU - Rafiq, Muhammad Awais
AU - Shareef, Hussain
AU - Sultan, Muhammad Khurram
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/4/12
Y1 - 2018/4/12
N2 - Proton Exchange Membrane Fuel Cell (PEMFC) is one of the promising alternative energy source that can decrease the adverse effect of greenhouse gas emissions. However, predicting the output voltage of PEMFC is difficult because of its non-linear characteristic. Thus, in this paper the modern backtracking search algorithm (BSA) is applied for modeling the PEMFC and extracting model parameters. Initially some experiments are performed on PEMFC system while changing its load linearly. The model parameters are optimized using BSA with root mean square error as an objective function. The final modeled voltage shows that the BSA provide better results than particle swarm optimization (PSO) in modelling PEMFC output voltage.
AB - Proton Exchange Membrane Fuel Cell (PEMFC) is one of the promising alternative energy source that can decrease the adverse effect of greenhouse gas emissions. However, predicting the output voltage of PEMFC is difficult because of its non-linear characteristic. Thus, in this paper the modern backtracking search algorithm (BSA) is applied for modeling the PEMFC and extracting model parameters. Initially some experiments are performed on PEMFC system while changing its load linearly. The model parameters are optimized using BSA with root mean square error as an objective function. The final modeled voltage shows that the BSA provide better results than particle swarm optimization (PSO) in modelling PEMFC output voltage.
KW - BSA
KW - Optimization
KW - PEMFC
KW - PSO
UR - http://www.scopus.com/inward/record.url?scp=85050474814&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85050474814&partnerID=8YFLogxK
U2 - 10.1109/ICREGA.2018.8337625
DO - 10.1109/ICREGA.2018.8337625
M3 - Conference contribution
AN - SCOPUS:85050474814
T3 - 5th International Conference on Renewable Energy: Generation and Application, ICREGA 2018
SP - 323
EP - 326
BT - 5th International Conference on Renewable Energy
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 5th International Conference on Renewable Energy: Generation and Application, ICREGA 2018
Y2 - 26 February 2018 through 28 February 2018
ER -
