Hybrid PID Based Predictive Control Strategies for WirelessHART Networked Control Systems

Hybrid PID Based Predictive Control Strategies for WirelessHART Networked Control Systems
Author :
Publisher : Springer Nature
Total Pages : 165
Release :
ISBN-10 : 9783030477370
ISBN-13 : 3030477371
Rating : 4/5 (70 Downloads)

Book Synopsis Hybrid PID Based Predictive Control Strategies for WirelessHART Networked Control Systems by : Sabo Miya Hassan

Download or read book Hybrid PID Based Predictive Control Strategies for WirelessHART Networked Control Systems written by Sabo Miya Hassan and published by Springer Nature. This book was released on 2020-05-12 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advances in wireless technology have led to the emergence of industry standards such as WirelessHART. These strategies minimise the need for cumbersome cabling, thereby reducing costs. However, applying them involves the challenge of handling stochastic network delays, which can degrade control performance. To address this problem, commonly used simple PID could be employed. However, PID suffers from gain range limitations when used in a delayed environment. Furthermore, model-based controllers are complex and require exact models of the process and systematic system identification for implementation. Therefore, to address these issues, the book proposes control strategies that retain the simplicity of PID in terms of ease of tuning and structure, while improving on the performance of the closed-loop system with regard to stochastic network delays and mismatches. Concretely, it proposes and discusses three strategies, namely: Setpoint Weighting (SW), Filtered Predictive PI (FPPI) and Optimal Fuzzy PID. In order to optimise some of these controllers, two novel hybrid optimisation algorithms combining the dynamism of the Bacterial Foraging Algorithm (BFA) and advantages of both the Spiral Dynamic Algorithm (SDA) and the Accelerated Particle Swarm Optimisation (APSO) have been used. The strategies proposed here can also be applied in stochastic control scenarios (not necessarily wireless) characterised by uncertainties. This book will be useful to engineers and researchers in both industry and academia. In industry, it will be particularly useful to research and development efforts where PID controllers and wireless sensor networks (WSNs) involving both short and long term stochastic network delay are employed. Thus, it can be used for real-time control design in these areas. In the academic setting, the book will be useful for researchers, undergraduate and graduate students of instrumentation and control. It can also be used as reference material for teaching courses on predictive and adaptive controls and their application.


Hybrid PID Based Predictive Control Strategies for WirelessHART Networked Control Systems Related Books

Hybrid PID Based Predictive Control Strategies for WirelessHART Networked Control Systems
Language: en
Pages: 165
Authors: Sabo Miya Hassan
Categories: Technology & Engineering
Type: BOOK - Published: 2020-05-12 - Publisher: Springer Nature

DOWNLOAD EBOOK

Recent advances in wireless technology have led to the emergence of industry standards such as WirelessHART. These strategies minimise the need for cumbersome c
WirelessHARTTM
Language: en
Pages: 282
Authors: Deji Chen
Categories: Technology & Engineering
Type: BOOK - Published: 2010-04-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The process control industry has seen generations of technology advancement, from pneumatic communication to electrical communication to electronic c- municatio
WirelessHARTTM
Language: en
Pages: 145
Authors: Tran Duc Chung
Categories: Technology & Engineering
Type: BOOK - Published: 2017-11-22 - Publisher: CRC Press

DOWNLOAD EBOOK

This book presents a guideline for EWMA filter design for industrial wireless networked control system, both theoretically and practically. The filter’s key a
ZigBee Wireless Networks and Transceivers
Language: en
Pages: 364
Authors: Shahin Farahani
Categories: Technology & Engineering
Type: BOOK - Published: 2011-04-08 - Publisher: Newnes

DOWNLOAD EBOOK

ZigBee is a short-range wireless networking standard backed by such industry leaders as Motorola, Texas Instruments, Philips, Samsung, Siemens, Freescale, etc.
Next-Generation Networks
Language: en
Pages: 574
Authors: Daya K. Lobiyal
Categories: Computers
Type: BOOK - Published: 2017-11-18 - Publisher: Springer

DOWNLOAD EBOOK

This book comprises select proceedings of the 2015 annual conference of the Computer Society of India. The books focuses on next generation networks (NGN). An N