Chung / Ibrahim / Asirvadam WirelessHART™

Filter Design for Industrial Wireless Networked Control Systems
Erscheinungsjahr 2017
ISBN: 978-1-351-57904-9
Verlag: Taylor & Francis
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 198 Seiten

This book presents a guideline for EWMA filter design for industrial wireless networked control system, both theoretically and practically. The filter’s key advantages are simple, effective, low computational overhead. This book also provides a guideline for practical implementation of EWMA filter for improving networked control performance of various process plants. It further discusses not only the advantages of the filter, but also the limitations and how to avoid them when implementing the filter from practical point of view.

Autoren/Hrsg.

Chung, Tran Duc

Ibrahim, Rosdiazli

Asirvadam, Vijanth Sagayan

Saad, Nordin

Hassan, Sabo Miya

Fachgebiete

• Technische Wissenschaften Energietechnik | Elektrotechnik Elektrotechnik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Drahtlostechnologie

Inhaltsverzeichnis

1 Introduction

1.1 Introduction

1.2 Communication Technology Evolution in Industrial Process

1.3 Industrial Internet of Things and the Demand for Wireless Control in Process Industry

1.4 This Book's Scope and Organization

2 WirelessHART, The Leading Technology for Industrial Wireless Networked Control Systems

2.1 Introduction

2.2 WirelessHART, The Protocol and Applications

2.3 WirelessHART Simulators

2.4 Challenges with WirelessHART

2.5 Summary

3 Uncertainties in Industrial Wireless Mesh Network

3.1 Introduction

3.2 Environment Noises

3.3 Surrounding Temperature Surfaces

3.4 Path Fading

3.5 Signal to Noise Ratio

3.6 Overall Network Traffic

3.7 Summary

4 Delay and Packet Dropout Measurement in Wireless Networked Control System

4.1 Introduction

4.2 Wireless Network Delay Measurement Experiment

4.3 Wired Link Contention Experiment

4.4 Summary

5 Delay and Packet Dropout Compensation Techniques

5.1 Introduction

5.2 Delay Compensation Techniques

5.3 Packet Dropout Compensation Techniques

5.4 Summary

6 The Basic of EWMA Filter

6.1 Introduction

6.2 First-order EWMA Filter

6.3 Second-order EWMA Filter

6.4 Higher-order EWMA Filter

6.5 Comparison with Other Filters

6.6 Summary

7 Advanced Dual Purpose EMWA Filter Design for Delay and Packet Dropout Compensation

7.1 Introduction

7.2 dpEWMA Filter Design for Delay Compensation

7.3 dpEWMA Filter Design for Packet Dropout Compensation

7.4 dpEWMA Filter's Performance

7.5 dpEWMA Filter for Process with Long Delay

7.6 Summary

8 The Filter's Performance over Wired Links

8.1 Introduction

8.2 Network Induced Delay Measurement

8.3 Wired Link Contention Experimental Results

8.4 Control Performance Assessment

8.5 Summary

9 Wireless Hardware-in-the-loop Simulator

9.1 Introduction

9.2 WirelessHART Hardware-in-the-loop Simulator (WH-HILS)

9.3 Real-time Delay Measurement Experiment with WH-HILS

9.4 Summary

10 The Filter's Performance over Wireless Links of Industrial-scaled Wireless Mesh Network

10.1 Introduction

10.2 Results with Real-time WirelessHART Hardware-in-the-loop Simulator (WH-HILS)

10.3 Summary

11 Conclusions and Future Directions

11.1 Introduction

11.2 The dpEWMA Filter & WH-HILS's Significance

11.3 The dpEWMA Filter & WH-HILS's Applications

11.4 The Research Limitations

11.5 Recommendations for Future Investigations

Bibliography

Über Autor(innen)

Tran Duc Chung received the B.E.E.E (Hons.) degree in instrumentation and control with First Class Honors from Universiti Teknologi PETRONAS (UTP) in 2014. At UTP, he is a Ph.D. candidate conducting research in the area of wireless networked control system for industrial applications. His research interests include advanced process control with predictive and adaptive mechanisms, big data analytics, and artificial intelligence. He has actively served as reviewers for various prestige academic journals and conferences such as IEEE Transactions on Industrial Informatics, IEEE Access, and ISA Transactions. In addition, he has served as executive committee member of IEEE Robotics and Automation Malaysia Chapter. He received the Vice Chancellor Award and the Best International Student Award from UTP in 2014, PETRONAS Full-time Scholarship in 2009, the Third Prize in National Physics Competition from Bureau of Educational Testing and Quality Accreditation, Ministry of Education, Vietnam, in 2007.

Rosdiazli Ibrahim is the Dean of Centre for Graduate Studies at Universiti Teknologi PETRONAS, Chair of IEEE Robotics and Automation Malaysia Chapter. He received the B.Eng. (Hons.) in Electrical Engineering from Universiti Putra Malaysia in 1996. In 2000, he was awarded the M.Sc. degree in Automation and Control (Distinction) from University of Newcastle Upon-Tyne, UK. He was conferred the Ph.D. degree in Electrical and Electronic Engineering from the University of Glasgow, UK in 2008. He is a Chartered Engineer registered with the UK Engineering Council. He was formerly an Instrument Engineer at PETRONAS Fertilizer (Kedah) Sdn. Bhd. He joined Universiti Teknologi PETRONAS in 1999 and is currently an Associate Professor. His current research areas are intelligent control and nonlinear multivariable process modeling for process control application and he has presented and published several articles in such areas.

Vijanth Sagayan Asirvadam obtained the B.Sc.(Hons.) in Statistic in 1997 from University of Putra, Malaysia (UPM). He received the M.Sc. in Engineering Computation with a Distinction from Queens University Belfast. He later joined the Intelligent Systems and Control Research Group at Queens University Belfast in November 1999, where he completed the Ph.D. researching into Online and Constructive Neural Learning methods. He serves as Associate Professor at the department of Electrical and Electronics Engineering, Universiti Teknologi PETRONAS. His research interests are in the theory of linear and nonlinear system identification and model validation. He is member of Institute of Electrical and Electronics Engineering (IEEE) and also serves as executive committee member of IEEE signal processing and control system societies for Malaysian chapters.

Nordin Saad obtained the B.S.E.E. from Kansas State University, USA, the M.Sc. degree in Power Electronics Engineering from Loughborough University, UK, and the Ph.D. in Automatic Control Systems Engineering from the University of Sheffield, UK. His research interests include electrical drives control, fuzzy & expert systems, model predictive control, computer control of industrial processes, failure analysis for diagnostic condition monitoring systems, smart sensors and field intelligence, smart grid, and networked and wireless control. He is an Associate Professor at the Department of Electrical and Electronics Engineering of Universiti Teknologi PETRONAS, Malaysia. He is a Senior member of The Institute of Electrical and Electronics Engineers (SMIEEE), and The Institute of Measurement and Control (MInstMC) UK.

Sabo Miya Hassan is a graduate assistant at Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, Malaysia. He received the B.Eng. (Hons.) degree in electrical and electronic engineering from Abubakar Tafawa Balewa University (ATBU), Bauchi, Nigeria, in 2008, and the M.Sc.Eng. (Hons.) degree in control systems from the University of Sheffield, U.K., in 2011. He is with the Department of Electrical and Electronic Engineering, ATBU. He is currently pursuing the Ph.D. degree with the Electrical and Electronic Engineering Department, Universiti Teknologi PETRONAS, Perak, Malaysia. His current research interests include wireless networked control systems, intelligent control, and optimization.