scispace - formally typeset
Open AccessJournal ArticleDOI

System identification of PEM fuel cells using an improved Elman neural network and a new hybrid optimization algorithm

TLDR
An optimized improved Elman neural network based on a new hybrid optimization algorithm is proposed for increasing their efficiency in the next designs of the proton exchange membrane fuel cell.
About
This article is published in Energy Reports.The article was published on 2019-11-01 and is currently open access. It has received 132 citations till now. The article focuses on the topics: Hybrid algorithm & System identification.

read more

Citations
More filters
Journal ArticleDOI

Compressive strength prediction of structural lightweight concrete by applying the recurrent neural network‐fractional order bat optimization algorithm

TL;DR: The Recurrent Neural Network based on Fractional Order Bat Optimization Algorithm has predicted precise outcomes and trained so fast in comparison with RNN method, which can decrease the price and reduce the time of processes in these problems.
Proceedings ArticleDOI

Research on load optimal regulation of island system with renewable energy generation based on demand response

TL;DR: In this paper, Weibull probability distribution is used to simulate wind power, subsection function was used to describe the uncertainty of wind power and an optimal load regulation model of island system based on demand response was established with the objective function of minimizing.

Theoretical Education vs Practical Education

TL;DR: In this article, the authors specialize in schooling approach in Asian nation that attend primary and secondary colleges, university students, as partner instance theoretical education and realistic paintings, it's miles enjoy-based totally teaching and further schooling that makes a speciality of new trends in farming (developing food) in urban putting, extending information of different shows that of farming, meals safety and ecological wondering.
References
More filters
Book

Genetic Algorithms

Journal ArticleDOI

The Whale Optimization Algorithm

TL;DR: Optimization results prove that the WOA algorithm is very competitive compared to the state-of-art meta-heuristic algorithms as well as conventional methods.
Journal ArticleDOI

A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm

TL;DR: Artificial Bee Colony (ABC) Algorithm is an optimization algorithm based on the intelligent behaviour of honey bee swarm that is used for optimizing multivariable functions and the results showed that ABC outperforms the other algorithms.
Proceedings ArticleDOI

On genetic algorithms

TL;DR: C Culling is near optimal for this problem, highly noise tolerant, and the best known a~~roach in some regimes, and some new large deviation bounds on this submartingale enable us to determine the running time of the algorithm.
Journal ArticleDOI

Polymer Electrolyte Fuel Cell Model

TL;DR: In this paper, an isothermal, one-dimensional, steady-state model for a complete polymer electrolyte fuel cell (PEFC) with a 117 Nation | membrane is presented, which predicts an increase in membrane resistance with increased current density and demonstrates the great advantage of a thinner membrane in alleviating this resistance problem.
Related Papers (5)