MengChu Zhou, Han-Xiong Li, Margot Weijnen

Contemporary Issues in Systems Science and Engineering

• Gebundenes Buch

Produktbeschreibung

Various systems science and engineering disciplines are covered and challenging new research issues in these disciplines are revealed. They will be extremely valuable for the readers to search for some new research directions and problems.
* Chapters are contributed by world-renowned systems engineers
* Chapters include discussions and conclusions
* Readers can grasp each event holistically without having professional expertise in the field

Produktdetails

• IEEE Press Series on Systems Science and Engineering
• Verlag: Wiley & Sons / Wiley-Blackwell
• 1. Auflage
• Seitenzahl: 896
• Erscheinungstermin: 20. April 2015
• Englisch
• Abmessung: 240mm x 161mm x 52mm
• Gewicht: 1481g
• ISBN-13: 9781118271865
• ISBN-10: 1118271866
• Artikelnr.: 36724589

Autorenporträt

MengChu Zhou is a Distinguished Professor of Electrical and Computer Engineering at the New Jersey Institute of Technology (NJIT), USA. He is an Associate Editor of IEEE Transactions on Systems, Man, and Cybernetics: Systems, and is a fellow of IEEE, IFAC, and AAAS. Han-Xiong Li is a Professor in the Department of Systems Science and Engineering and Engineering Management at the City University of Hong Kong , HK. Dr. Li Serves as an Associate Editor of IEEE Transactions on Cybernetics, and IEEE Transactions on Industrial Electronics. He is a Fellow of the IEEE. Margot Weijnen is a full Professor of Process and Energy Systems Engineering at Delft University of Technology, the Netherlands. She is the founding and Scientific Director of Next Generation Infrastructures and, since 2013, a member of the Netherlands Scientific Council for Government Policy. She is a founding fellow of ISEAM and European editor of the Journal of Critical Infrastructures.

Inhaltsangabe

CONTRIBUTORS xxiii PREFACE xxix I SYSTEMS SCIENCE AND ENGINEERING
METHODOLOGIES 1 1 A SYSTEMS FRAMEWORK FOR SUSTAINABILITY 3 Ali G. Hessami,
Feng Hsu, and Hamid Jahankhani 1.1 Introduction 3 1.2 A Unified Systems
Sustainability Concept 5 1.3 Sustainability Assurance: The Framework 6 1.4
Technological Sustainability Case Study--Information Systems Security 13
1.5 Conclusions 17 2 SYSTEM OF SYSTEMS THINKING IN POLICY DEVELOPMENT:
CHALLENGES AND OPPORTUNITIES 21 Keith W. Hipel, Liping Fang, and Michele
Bristow 2.1 Introduction 21 2.3 Complex Adaptive Systems 32 2.4 Risk,
Uncertainty, and Unpredictability 37 2.5 System of Systems Modeling and
Policy Development 42 2.6 Conclusions 58 3 SYSTEMIC YOYOS: AN INTUITION AND
PLAYGROUND FOR GENERAL SYSTEMS RESEARCH 71 Yi Lin, Yi Dongyun, and Zaiwu
Gong 3.1 Introduction 71 3.2 Theoretical and Empirical Justifications 81
3.3 Elementary Properties of Yoyo Fields 91 3.4 Applications in Social
Sciences 102 3.5 Applications in Economics 113 3.6 Applications in the
Foundations of Mathematics 127 3.7 Applications in Extreme Weather Forecast
137 3.8 Conclusions 143 4 GREY SYSTEM: THINKING, METHODS, AND MODELS WITH
APPLICATIONS 153 Sifeng Liu, Jeffrey Y.L. Forrest, and Yingjie Yang 4.1
Introduction 153 4.2 Sequence Operators 157 4.3 Grey Incidence Analysis 163
4.4 Grey Cluster Evaluation Models 168 4.5 Grey Prediction Models 176 4.6
Grey Models for Decision-Making 193 4.7 Practical Applications 202 4.8
Introduction to the Software of Grey System Modeling 211 5 BUILDING
RESILIENCE: NAVAL EXPEDITIONARY COMMAND AND CONTROL 225 Christopher Nemeth,
Thomas Miller, Michael Polidoro, and C. Matthew O'Connor 5.1 Introduction
225 5.2 Expeditionary Operations Command and Control 226 5.3.1 Envisioned
World Problem 229 5.4 Discussion 232 5.5 Future Work 236 5.6 Conclusions
237 II LEARNING AND CONTROL 241 6 ADVANCES AND CHALLENGES ON INTELLIGENT
LEARNING IN CONTROL SYSTEMS 243 Ching-Chih Tsai, Kao-Shing Hwang, Alan Liu,
and Chia-Feng Juang 6.1 Introduction 243 6.2 Reinforcement Learning 245 6.3
Bio-Inspired Evolutionary Learning Control 252 6.4 Intelligent Learning
Control Using Fuzzy Neural Networks 254 6.5 Case-Based Reasoning and
Learning 257 6.6 Conclusions 260 7 ADAPTIVE CLASSIFIERS FOR NONSTATIONARY
ENVIRONMENTS 265 Cesare Alippi, Giacomo Boracchi, Manuel Roveri, Gregory
Ditzler, and Robi Polikar 7.1 Introduction 265 7.2 Definition of the
Problem 266 7.3 Learning Concept Drifts 268 7.4 Change Detection 272 7.5
Assessing the Performance: Figures of Merit 278 7.6 Conclusions 282 8
MODELING, ANALYSIS, SCHEDULING, AND CONTROL OF CLUSTER TOOLS IN
SEMICONDUCTOR FABRICATION 289 Nai Qi Wu, Mengchu Zhou, Feng Chu, and Sayd
Mammar 8.1 Introduction 289 8.2 Cluster Tools and Their Operations 290 8.3
Modeling and Performance Evaluation 295 8.4 Single Cluster Tool Scheduling
302 8.5 Scheduling of Multi-cluster Tools 308 8.6 Conclusions 311 9 DESIGN,
SIMULATION, AND DYNAMIC CONTROL OF LARGE-SCALE MANUFACTURING PROCESS WITH
DIFFERENT FORMS OF UNCERTAINTIES 317 Hyunsoo Lee and Amarnath Banerjee 9.1
Introduction 317 9.2 Background and Literature Review 322 9.3 Different
Types of Uncertainties and FCPN-std 327 9.4 Design of Large-Scale
Manufacturing Processes 333 9.5 Dynamic Control of Manufacturing Processes
335 9.6 Conclusions 339 10 MODEL IDENTIFICATION AND SYNTHESIS OF
DISCRETE-EVENT SYSTEMS 343 Maria Paola Cabasino, Philippe Darondeau, Maria
Pia Fanti, and Carla Seatzu 10.1 Introduction 343 10.2 Background on Finite
State Automata and Petri Nets 344 10.3 Identification and Synthesis of
Languages and Finite State Automata 347 10.4 Identification and Synthesis
of Petri Nets 349 10.5 Process Mining and Workflow Problems 361 10.6
Conclusions 363 III HUMAN-MACHINE SYSTEMS DESIGN 367 11 ADVANCES AND
CHALLENGES IN INTELLIGENT ADAPTIVE INTERFACE DESIGN 369 Ming Hou, Haibin
Zhu, Mengchu Zhou, and Robert Arrabito 11.1 Introduction 369 11.2 Evolution
of Interface Technologies and IAI Concept 372 11.3 Challenges of IAI
Design, Alternative Solutions, and Empirical Investigations 381 11.4
Multiagent-Based Design and Operator-Agent Interaction 389 11.5 A Generic
IAI System Architecture and AIA Components 397 11.6 An IAI and AIA Design:
Case Study 405 11.7 Conclusions 415 12 A COMPLEX ADAPTIVE SYSTEM OF SYSTEMS
APPROACH TO HUMAN-AUTOMATION INTERACTION IN SMART GRID 425 Alireza
Fereidunian, Hamid Lesani, Mohammad Ali Zamani, Mohamad Amin Sharifi
Kolarijani, Negar Hassanpour, and Sina Sharif Mansouri 12.1 Introduction
425 12.2 Complexity in Systems Science and Engineering 426 12.3 Complex
Adaptive Systems 436 12.4 System of Systems 442 12.5 Complex Adaptive
System of Systems 453 12.6 Human-Automation Interaction 454 12.7 HAI in
Smart Grid as a Casos 462 12.8 Petri Nets for Complex Systems Modeling 467
12.9 Model-Based Implementation of Adaptive Autonomy 471 12.10 Adaptive
Autonomy Realization Using Petri Nets 473 12.11 Conclusions 483 13 VIRTUAL
TRAINING FOR PROCEDURAL SKILLS DEVELOPMENT: CASE STUDIES AND LESSONS LEARNT
501 Dawei Jia, Asim Bhatti, and Saeid Nahavandi 13.1 Introduction 501 13.2
Related Work 502 13.3 Present Study 505 13.4 Case Study 1 509 13.5 Case
Study 2 516 13.6 Lessons Learnt and Future Work 527 13.7 Conclusions 531 14
COMPUTER SUPPORTED COLLABORATIVE DESIGN: TECHNOLOGIES, SYSTEMS, AND
APPLICATIONS 537 Weiming Shen, Jean-Paul Barthes, and Junzhou Luo 14.1
Introduction 537 14.2 History of Computer Supported Collaborative Design
538 14.3 Methods, Techniques, and Technologies 542 14.4 Collaborative
Design Systems 555 14.5 Applications 560 14.6 Research Challenges and
Opportunities 561 14.7 Conclusions 564 15 SUPPORT COLLABORATION WITH ROLES
575 Haibin Zhu, Mengchu Zhou, and Ming Hou 15.1 Introduction 575 15.2
Benefits of Roles in Collaboration 577 15.3 Role-Based Collaboration 585
15.4 E-Cargo Model 590 15.5 A Case Study with RBC and E-Cargo 592 15.6
Conclusions 595 IV CLOUD AND SERVICE-ORIENTED COMPUTING 599 16
CONTROL-BASED APPROACHES TO DYNAMIC RESOURCE MANAGEMENT IN CLOUD COMPUTING
601 Pengcheng Xiong, Calton Pu, Zhikui Wang, and Gueyoung Jung 16.1
Introduction 601 16.2 Experimental Setup and Application Models 603 16.2.1
Test Bed and Control Architecture for a Multi-Tier Application 604 16.3
Dynamic Resource Allocation Through Utilization Control 607 16.4
Performance Guarantee Through Dynamic Resource Allocation 612 16.5
Conclusions 614 17 A PETRI NET SOLUTION TO PROTOCOL-LEVEL MISMATCHES IN
SERVICE COMPOSITION 619 Pengcheng Xiong, Mengchu Zhou, Calton Pu, and
Yushun Fan 17.1 Introduction 619 17.2 Modeling Service Interaction with
Petri Nets 624 17.3 Protocol-Level Mismatch Analysis 630 17.4 Illustrating
Examples 636 17.5 Conclusions 638 18 SERVICE-ORIENTED WORKFLOW SYSTEMS 645
Wei Tan and Mengchu Zhou 18.1 Introduction 645 18.2 Workflow in SOC: State
of the Art 647 18.3 Open Issues 652 18.4 Conclusions 656 V SENSING,
NETWORKING, AND OPTIMIZATION IN ROBOTICS AND MANUFACTURING 661 19
REHABILITATION ROBOTIC PROSTHESES FOR UPPER EXTREMITY 663 Han-Pang Huang,
Yi-Hung Liu, Wei-Chen Lee, Jiun-Yih Kuan, and Tzu-Hao Huang 19.1
Introduction 663 19.2 Rehabilitation Robot Arm and Control 664 19.3
Rehabilitation Robot Hand 678 19.4 Stability of Neuroprosthesis 683 19.5
Conclusions 691 20 ACCELEROMETER-BASED BODY SENSOR NETWORK (BSN) FOR
MEDICAL DIAGNOSIS ASSESSMENT AND TRAINING 699 Ming-Yih Lee, Kin Fong Lei,
Wen-Yen Lin, Wann-Yun Shieh, Wen-Wei Tsai, Simon H. Fu, and Chung-Hsien Kuo
20.1 Introduction 699 20.2 Body Sensor Network 700 20.3 Information
Retrieved from Accelerometer 702 20.4 Recent Advances in
Accelerometer-Based BSN 703 20.5 Applications of Accelerometer-Based BSN
for Rehabilitation 711 20.6 BSN Simulation System 715 20.7 Conclusions 718
21 TELEPRESENCE ROBOTS FOR MEDICAL AND HOMECARE APPLICATIONS 725 Jun-Ming
Lu and Yeh-Liang Hsu 21.1 Introduction 725 21.2 Surgery, Diagnosis, and
Consultation 727 21.3 Rehabilitation and Therapy 728 21.4 Monitoring and
Assistance 728 21.5 Communication 729 21.6 Key Factors Contributing to the
Success of Telepresence Robots 729 21.7 Conclusions 732 22 ADVANCES IN
CLIMBING ROBOTS 737 Jizhong Xiao and Hongguang Wang 22.1 Introduction 737
22.2 Technologies for Adhering to Surfaces 738 22.3 Locomotion Techniques
of Climbing Robots 755 22.4 Conclusions 759 23 DATA PROCESSING IN CURRENT
3D ROBOTIC PERCEPTION SYSTEMS 767 Cang Ye 23.1 Introduction 767 23.2 An
LIDAR-Based Terrain Mapping and Navigation System 771 23.3 FLC-Based
Systems 781 23.4 Conclusions 791 24 HYBRID/ELECTRIC VEHICLE BATTERY
MANUFACTURING: THE STATE-OF-THE-ART 795 Claudia P. Arenas Guerrero, Feng
Ju, Jingshan Li, Guoxian Xiao, and Stephan Biller 24.1 Introduction 795
24.2 Vehicle Battery Requirements 796 24.3 Hybrid, Plug-In Hybrid, and
Electric Vehicle 797 24.4 Battery Technology Development 798 24.5
Nickel-Metal Hydride Battery 799 24.6 Lithium-Ion (Li-Ion) Battery 802 24.7
Challenges 810 24.8 Conclusions 812 25 RECENT ADVANCES AND ISSUES IN
FACILITY LOCATION PROBLEMS 817 Feng Chu, Zhanguo Zhu, and Sayd Mammar 25.1
Introduction 817 25.2 A Capacitated Plant Location Problem with
Multicommodity Flow 819 25.3 A Multitype Transshipment Point Location
Problem with Multicommodity Flow 821 25.4 A Large Scale New Variant of
Capacitated Clustering Problem 824 25.5 A Location Problem with Selective
Matching and Vehicles Assignment 826 25.6 Competitive Facility Location and
Design with Reactions of Competitors Already in the Market 828 25.7
Conclusions and Future Research Directions 831 References 832 INDEX 835