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

MS AbouOmar, Y Su, H Zhang, B Shi, L Wan - Alexandria Engineering …, 2022 - Elsevier
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 …

Fractional order fuzzy PID control of automotive PEM fuel cell air feed system using neural network optimization algorithm

MS AbouOmar, HJ Zhang, YX Su - Energies, 2019 - mdpi.com
The air feeding system is one of the most important systems in the proton exchange
membrane fuel cell (PEMFC) stack, which has a great impact on the stack performance. The …

Observer-based adaptive neural network control for PEMFC air-feed subsystem

Y Wang, Y Wang, J Zhao, J Xu - Applied Soft Computing, 2021 - Elsevier
Oxygen excess ratio (OER) tracking of polymer electrolyte membrane fuel cell (PEMFC) air-
feed subsystem is an interesting topic to obtain a high energy conversion ratio. The control …

Novel hybrid fuzzy-PID control scheme for air supply in PEM fuel-cell-based systems

Z Baroud, M Benmiloud, A Benalia… - International Journal of …, 2017 - Elsevier
This paper proposes a novel hybrid fuzzy-PID controller for air supply on Proton Exchange
Membrane fuel cell (PEMFC) systems. The control objective is to adjust the oxygen excess …

Modeling, simulation and experimental realization of a new nonlinear fuzzy PID controller using Center of Gravity defuzzification

D Sain, BM Mohan - ISA transactions, 2021 - Elsevier
Abstract Though Center of Gravity (CoG) defuzzification is a well-known and long-standing
method in the history of fuzzy systems, because of its computational complexity, its use in the …

Design of interval type-2 fuzzy precompensated PID controller applied to two-DOF robotic manipulator with variable payload

PJ Gaidhane, MJ Nigam, A Kumar, PM Pradhan - ISA transactions, 2019 - Elsevier
The interval type-2 fuzzy logic controller (IT2-FLC), with footprint of uncertainty (FOU) in
membership functions (MF), has increasingly recognized for controlling uncertainties and …

Design of a fuzzy-based proportional integral derivative controller with optimal membership function scaling for respiratory ventilation system

D Acharya, DK Das - Biomedical Signal Processing and Control, 2022 - Elsevier
In this paper, an optimum membership function based fuzzy proportional integral derivative
(Fuzzy-PID) controller is proposed to improve the pressure tracking profile of pressure …

Pressure and oxygen excess ratio control of PEMFC air management system based on neural network and prescribed performance

Y Wang, Y Wang - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
The simultaneous control of the pressure and oxygen excess ratio (OER) plays an important
role in improving the performance and safety of polymer electrolyte membrane fuel cell …

Control of PEM fuel cell systems using interval type‐2 fuzzy PID approach

M Aliasghary - Fuel Cells, 2018 - Wiley Online Library
In this study, an interval type‐2 fuzzy proportional–integral–derivative (IT2FPID) controller is
designed to be used in the air flow regulation of polymer electrolyte membrane fuel cell …

Optimal type-2 fuzzy controller for HVAC systems

MH Khooban, DNM Abadi, A Alfi, M Siahi - automatika, 2014 - Taylor & Francis
In this paper a novel Optimal Type-2 Fuzzy Proportional-Integral-Derivative Controller
(OT2FPIDC) is designed for controlling the air supply pressure of Heating, Ventilation and …