Observer-based interval type-2 fuzzy PID controller for PEMFC air feeding system using novel hybrid neural network algorithm-differential evolution optimizer

Observer-based interval type-2 fuzzy PID controller for PEMFC air feeding system using novel hybrid neural network algorithm-differential evolution optimizer

In this paper, a novel hybrid Neural Network Algorithm-Differential Evolution (NNA-DE) optimizer which integrates both NNA and DE is proposed. The proposed hybrid NNA-DE optimizer demonstrates better performance compared to the standard NNA and the other state-of-the-art optimization algorithms. The...

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Bibliographic Details
Main Authors: Mahmoud S. AbouOmar, Yixin Su, Huajun Zhang, Binghua Shi, Lily Wan
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:Alexandria Engineering Journal
Subjects:
Neural Network Algorithm-Differential Evolution (NNA-DE)
Observer-Based Interval Type-2 Fuzzy PID (OB-IT2FPID) Controller
Oxygen Excess Ratio (OER)
PEM Fuel Cells (PEMFC)
Processor-in-the-Loop (PIL)
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016822000023

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http://www.sciencedirect.com/science/article/pii/S1110016822000023

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