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Artificial neural network tuned PID controller for LFC investigation including distributed generation

International journal of numerical modelling, 2020
To facilitate the frequency regulation, here an adaptive artificial neural network (ANN) tuned proportional‐integral‐derivative (PID) controller is suggested for load frequency control (LFC) investigation in a system with distributed generation (DG ...
M. Debnath   +3 more
semanticscholar   +1 more source

Design of a Reinforcement Learning PID controller

IEEE International Joint Conference on Neural Network, 2020
This paper addresses a design problem of a Proportional-Integral-Derivative (PID) controller with new adaptive updating rule based on Reinforcement Learning (RL) approach for nonlinear systems.
Zhe Guan, Toru Yamamoto
semanticscholar   +1 more source

PID Controller-Based Stochastic Optimization Acceleration for Deep Neural Networks

IEEE Transactions on Neural Networks and Learning Systems, 2020
Deep neural networks (DNNs) are widely used and demonstrated their power in many applications, such as computer vision and pattern recognition. However, the training of these networks can be time consuming.
Haoqian Wang   +5 more
semanticscholar   +1 more source

Theory and Design of PID Controller for Nonlinear Uncertain Systems

IEEE Control Systems Letters, 2019
It is well-known that the classical proportional-integral-derivative (PID) controller plays a fundamental role in various engineering systems. However, up to now a theory that can explain the rationale why the linear PID can effectively deal with ...
Jinke Zhang, Lei Guo
semanticscholar   +1 more source

A PID Controller Approach for Stochastic Optimization of Deep Networks

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018
Deep neural networks have demonstrated their power in many computer vision applications. State-of-the-art deep architectures such as VGG, ResNet, and DenseNet are mostly optimized by the SGD-Momentum algorithm, which updates the weights by considering ...
Wangpeng An   +5 more
semanticscholar   +1 more source

A novel application of ALO-based fractional order fuzzy PID controller for AGC of power system with diverse sources of generation

The International Journal of Electrical Engineering & Education, 2019
The operation and control of the modern power system has become complex and difficult due to the incessant penetration of nonconventional energy sources integrated to the power grid and the structural variation of power system with continuing escalation ...
Nimai Charan Patel   +4 more
semanticscholar   +1 more source

Grey Wolf Optimizer Based PID Controller for Speed Control of BLDC Motor

Journal of Electrical Engineering and Technology, 2021
P. Dutta, S. K. Nayak
semanticscholar   +1 more source

A New Fuzzy PID Control System Based on Fuzzy PID Controller and Fuzzy Control Process

International Journal of Fuzzy Systems, 2020
Nguyen Dinh Phu   +3 more
semanticscholar   +1 more source

Vibration control of semi-active suspension system using PID controller with advanced firefly algorithm and particle swarm optimization

Journal of Ambient Intelligence and Humanized Computing, 2020
M. H. Ab Talib   +6 more
semanticscholar   +1 more source

Modified sine cosine algorithm-based fuzzy-aided PID controller for automatic generation control of multiarea power systems

Soft Computing - A Fusion of Foundations, Methodologies and Applications, 2020
P. Sahu, R. Prusty, B. K. Sahoo
semanticscholar   +1 more source

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