An introductory survey of probability density function control

M Ren, Q Zhang, J Zhang - Systems Science & Control …, 2019 - Taylor & Francis
Probability density function (PDF) control strategy investigates the controller design
approaches where the random variables for the stochastic processes were adjusted to …

Survey on stochastic distribution systems: A full probability density function control theory with potential applications

A Wang, H Wang - Optimal Control Applications and Methods, 2021 - Wiley Online Library
Complex systems seen either in general engineering practice or economics are subjected to
ever increased uncertainties that are mostly represented as random variables or …

Data driven fault diagnosis and fault tolerant control: some advances and possible new directions

W Hongm, C Tian-You, D Jin-Liang, M Brown - Acta Automatica Sinica, 2009 - Elsevier
This paper presents a selected survey covering the advances of fault diagnosis and fault
tolerant control using data driven techniques. A brief summary of the general developments …

Cascade control of superheated steam temperature with neuro-PID controller

J Zhang, F Zhang, M Ren, G Hou, F Fang - ISA transactions, 2012 - Elsevier
In this paper, an improved cascade control methodology for superheated processes is
developed, in which the primary PID controller is implemented by neural networks trained by …

TACAN: The shaping of delay distribution under multipath fading channel for industrial IoT systems

F Liu, X Dai, M Jin, W Zhang, Y Yang… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The wireless-enabled Industrial Internet of Things (IIoT) system is promising due to its
flexibility and cable-free deployment. The varying fading channel will lead to the random …

Minimum entropy based run-to-run control for semiconductor processes with uncertain metrology delay

J Zhang, CC Chu, J Munoz, J Chen - Journal of Process Control, 2009 - Elsevier
A novel run-to-run control methodology for semiconductor processes with uncertain
metrology delay which is developed by combining the minimum error entropy and the …

Data-driven predictive probability density function control of fiber length stochastic distribution shaping in refining process

M Li, P Zhou, Y Liu, H Wang - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Pulp is the most important raw material in paper industries, whose fiber length stochastic
distribution (FLSD) shaping directly determines the energy consumption and paper quality of …

Fault diagnosis and minimum entropy fault tolerant control for non-Gaussian singular stochastic distribution systems using square-root approximation

L Yao, Y Guan, A Wang - International Journal of Modelling …, 2015 - inderscienceonline.com
The fault diagnosis (FD) and minimum entropy fault tolerant control (FTC) algorithms are
proposed for non-Gaussian singular stochastic distribution control (SDC) systems in this …

Adaptive neural network cascade control system with entropy‐based design

J Zhang, S Zhou, M Ren, H Yue - IET Control Theory & …, 2016 - Wiley Online Library
A neural network (NN)‐based cascade control system is developed, in which the primary
proportional–integral–derivative (PID) controller is constructed by NN. A new entropy‐based …

An ILC-based adaptive control for general stochastic systems with strictly decreasing entropy

P Afshar, H Wang, T Chai - IEEE transactions on neural …, 2009 - ieeexplore.ieee.org
In this paper, a new method for adaptive control of general nonlinear and non-Gaussian
unknown stochastic systems has been proposed. The method applies the minimum entropy …