Journal ArticleDOI
Dynamic fuzzy cognitive network approach for modelling and control of PEM fuel cell for power electric bicycle system
TLDR
F fuzzy cognitive map has been used for modelling PEMFC system that is directed to provide a dynamic cognitive map from the affecting factors of the system and a rule-based approach provides interpretability while enhancing the performance of the overall system.About:
This article is published in Applied Energy.The article was published on 2017-09-15. It has received 37 citations till now. The article focuses on the topics: Fuzzy cognitive map & Cognitive network.read more
Citations
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Fundamentals, materials, and machine learning of polymer electrolyte membrane fuel cell technology
TL;DR: In this article, the authors present the most recent status of polymer electrolyte membrane (PEM) fuel cell applications in the portable, stationary, and transportation sectors and describe the important fundamentals for the further advancement of fuel cell technology in terms of design and control optimization, cost reduction, and durability improvement.
Journal ArticleDOI
Cuckoo search algorithm with explosion operator for modeling proton exchange membrane fuel cells
Yiping Chen,Ning Wang +1 more
TL;DR: A cuckoo search algorithm with explosion operator (CS-EO) to estimate the model parameters of the proton exchange membrane fuel cells (PEMFCs) and the adaptive strategy of step size is adopted to enhance search ability.
Journal ArticleDOI
Degradation model of proton exchange membrane fuel cell based on a novel hybrid method
TL;DR: In this article, a hybrid degradation model of Proton Exchange Membrane Fuel Cell (PEMFC) used in Fuel Cell Electric Vehicle (FCEV) operating under real conditions is proposed.
Journal ArticleDOI
Overview and benchmark analysis of fuel cell parameters estimation for energy management purposes
TL;DR: This paper comprehensively reviews PEMFC models parameters estimation methods with a specific view to online identification algorithms, which are considered as the basis of global energy management strategy design, to estimate the linear and nonlinear parameters of a PemFC model in real time.
References
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Journal ArticleDOI
Restart procedures for the conjugate gradient method
TL;DR: The main purpose of this paper is to provide an algorithm with a restart procedure that takes account of the objective function automatically and to study a multiplying factor that occurs in the definition of the search direction of each iteration.
Book
Fuel cells and their applications
TL;DR: The importance of fuel cells for energy saving is explained and evaluated and the extremely low pollution characteristics of dispersed fuel cells are emphasised in this article, where their wide-ranging applications in homes, small factories and power plants, and in some industries for the highly efficient conversion of waste and biomass materials, with the general effect of carbon dioxide reduction in all fossil-fuel-burning processes, are discussed.
Journal ArticleDOI
Mathematical modeling of proton exchange membrane fuel cells
Andrew Rowe,Xianguo Li +1 more
TL;DR: In this paper, a one-dimensional non-isothermal model of a proton exchange membrane (PEM) fuel cell has been developed to investigate the effect of various design and operating conditions on the cell performance, thermal response and water management.
Journal ArticleDOI
Genetic learning of fuzzy cognitive maps
TL;DR: This study proposes a novel learning method that is able to generate FCM models from input historical data, and without human intervention, based on genetic algorithms, and requires only a single state vector sequence as an input.