Handbook of digital human modeling research for applied ergonomics and human factors engineering

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adam_text Contents Foreword .................................................................................................................................................... xv Preface ................................................................................................................................................................ xvii Scientific Advisory Board ..................................................................................................................... xix About the Editor .................................................................................................................................... xxi Contributors ............................................................................................................................................................ xxiii Part 1 Foundations of Digital Human Modeling 1 Introduction Vincente Duffy ............................................................................................ 1-1 References 2 Some Requirements and Fundamental Issues in Digital Human Modeling Don B. Chaffin ..................................................................................................... 2-1 Introduction · Why Use DHM Technologies to Meet Ergonomics Goals? · What Conditions Today Are Influencing DHM Development? · What Organizational and Technical Conditions May Be Inhibiting the Faster Adoption of DHM Technologies? · What Are Some of the Technical Challenges to Improve Future DHM Simulations? · Summary · References 3 A Scientific Perspective of Digital Human Models: Past, Present, and Future Heiner Bubb and Florian Fritzsche ...................... 3-1 Introduction · An Overview of Historic Developments · Scanner-Based Modeling • The Five Lines of the DHM Development · Anthropométrie Models · Models for Production Design · Biomechanical Models · Anatomical Models · Cognitive Models · Future Development · Conclusion · References 4 Historical Perspectives on Human Performance Modeling Thomas B. Sheridan ............................................................................................ 4-1 Introduction · Feedback Control Models · Expected Value Decision Models · Information Communication Models · Rule-Based Models · Some Popular Qualitative Models Begging for Normative Quantification · References 5 Physics-Based Digital Human Modeling: Predictive Dynamics Karim Abdel-Malek and Jasbir Arora .................................................................................. 5-1 Introduction · Predicting Human Motion · Kinematics · Laws of Physics — Equations of Motion · Cost Functions · Constraints · Optimization: An Efficient Computational Framework · Applications of Predictive Dynamics • Conclusions · References 6 Workplace Methods and Use of Digital Human Models Allison Stephens and Monica L. H. Jones ............................................................................. 6-1 Introduction · A Short History of Applied Ergonomics within Automotive Manufacturing · Workflow Methods · Workflow Methods for Stand-Alone DHM · Ergonomie Specifications and Requirements · Future Direction • References Vii Contents 7 Virtual Environments and Digital Human Models Thomas Alexander and Stephen R. Ellis ............................................................................... 7-1 Virtual Environments · Background and Basic Definitions · VE Technologies • Related Human Factors Issues · Present Applications of VEs · Digital Human Models within Virtual Environments · Short Outlook: Anthropomorphic Interaction Agents · References Part 2 Modeling Fundamentals 8 Methods, Models, and Technology for Lifting Biomechanics Michael LaFiandra .................................................................................................................. 8-1 Executive Summary · Introduction · Types of Models and Review of Current Research · Team Lifting · Review of Current Software · Discussion · Concluding Remarks ■ Appendices · References 9 Data-Based Human Motion Simulation Methods WoojinPark .................................. 9-1 Abstract · Introduction · Data-Based Motion Simulation Methods · Functional Regression Model for Reach Motion Prediction · Data-Driven Differential Inverse Kinematics Model for Reach Prediction · Memory-Based Motion Simulation Model · Data-Based Motion Simulation Method for Ergonomie Vehicle Design · Memory-Based Posture Planning Model for Obstruction Avoidance • Summary and Future Directions · References 10 Computational Approaches in Digital Human Modeling Tim Marier, Jasbir Arora, Steve Beck, Jia Lu, Aninth Mathai, Amos Patrick, and Colby Swan .................. 10-1 Introduction · Modeling the Human Form · Predicting Posture · Predicting Dynamic Motion · Modeling Clothing · Modeling Physiology · Modeling Muscles · Conclusions · References 11 Impact Simulation and Biomechanical Human Body Models Riender Happée and Jac Wismans ........................................................................................ 11-1 Abstract · Introduction · Available Human Models · Applications • Outlook · References 12 Development of Hand Models for Ergonomie Applications Thomas J. Armstrong, Jaewon Choi, and Vinnie Ahuja ...................................................................... 12-1 Introduction · Ergonomics · The Hand · Hand Posture · Kinematic Hand Models • Posture Prediction: Multiple Joints Together . Posture and Object Placement · Object Constraints · Finger Rotation and Hand Movement · Optimizing Object-Hand Fit • Three-Dimensional Models · Space Requirements · Biomechanical Models • Biomechanical Stresses · Summary · References 13 Foot Modeling and Footwear Development Ameersing Luximon and Ravindra S. Goonetilleke .............................................................................................. 13-1 Introduction · The Human Foot . Foot Variations · Shoe Manufacture · History of Shoe Making · Shoe Lasts · Systems of Last Design · Shoe Sizing · Grading Systems · Process of Shoe Making · Mass-Customized Shoes · Foot Modeling · Conclusions · Acknowledgments · References 14 Shape and Size Analysis and Standards Afzal Godii and Sandy Ressler ................... 14-1 Introduction · Anthropométrie Surveys · Military Personnel Surveys · Civilian Surveys · CAESAR Database · SizeUK and Other · Tools for Size/Shape Analysis · Compact Shape Descriptors of the 3D Human Body · Shape Descriptors for 3D Human Body · Shape Descriptors Head Shape · Extended Gaussian Images Descriptor · Standards · Conclusions and Future Trends · References 15 Modeling Response Time and Accuracy for Digital Humans Motonori Yamaguchi and Robert W. Proctor ...................................................................................... 15-1 Introduction · Stage Analysis of the Cognitive System · Accumulation Models of Response Times and Accuracy · Conclusion · Acknowledgments · References Contents ix 16 Psychophysiology in Digital Human Modeling Richard W. Backs and Wolfram Boucsein........................................................................................................... 16-1 The Case for Psychophysiology in Interactions with Virtual Agents · DHM and Physiology in Medicine and Related Fields · DHM and Psychophysiology in Improving the Agent s Appearance · The Role of Emotions and Personality in Virtual Humans · Application of Psychophysiology to DHM • References 17 Mathematical Models of Human Text Classification Amirali Noorinaeini and Mark R. Lehto ................................................................................................................. 17-1 Abstract · Introduction · Text Mining Goals · Text Mining Methods · Text Transformation · Mathematical Text-Mining Models · Bayesian Classifiers • Singular Value Decomposition · Regression Models · Summary · References 18 Modeling Task Administration Protocols for Human and Robot Е -Workers Hoo Sang Ko and Shimon Y. Nof ................................................................... 18-1 Abstract · Background · Significance · Coordination Theory and Coordination Protocols · Design of Task Administration Protocols · Case Study: Emergency Assignment by Human-Robot Team · Emerging Trends and Challenges · References 19 Visualization, Perceptualization, and Data Rendering Don Stredney and David S. Ebert ....................................................................................... 19-1 Abstract · Introduction · Methods · Results · Discussion • Acknowledgments · References 20 Computing Infrastructure and Methods for Visualizing Large-Scale Dynamic Simulations Voicu Popescu and Christoph M. Hoffman .............................. 20-1 Introduction · Strategy and Realism · Example · Visualizing LS-DYNA Output in 3DS MAX · Modeling the Surrounding Scene · Summary and Conclusions · References 21 Multi-Objective Optimization for Short Duration Dynamic Events Hongbing Fang and Ming Zhou ............................................................................. 21-1 Introduction · Metamodeling Methodologies · Polynomial Regression (PR) • Radial Basis Function (RBF) · Moving Least Square Regression (MLSR) • Responses of Short Duration Dynamic Events · Multi-Objective Optimization • Numerical Examples · Summary · References 22 Modeling the Role of Human Behaviors in a System-of-Systems Daniel DeLaurentis ............................................................................................................... 22-1 Abstract · Introduction · SoS Traits and Sources of Complexity · Sources of Complexity and Human Behaviors · Optimization · Methodology Outline · Exploration-Oriented Solution Approach · Insights from Air Transportation Example · Summary · References 23 Verification and Validation of Human Modeling Systems Aernout Oudenhuijzen, Gregory F. Zehner, and Jeffrey A. Hudson ............................... 23-1 Introduction · Methods · Results · Discussion · Reach Task: Matched Reach Successes and Misses, a Qualitative Comparison · HMSs Reach Misses versus Baseline Misses, a Quantitative Comparison · Accommodation Task · Reverse Analysis for Small Mannequins · Conclusions and Recommendations · References Part 3 Evaluation and Analysis 24 Digital Human Modeling: Evaluation Tools Dan Lämkull, Cecilia Berlin, and Roland Örtengren ............................................................................................. 24-1 Introduction · Evaluation Tools · Anthropometry · Tools for Human Performance and Cognition · Discussion · Acknowledgments · References Contents 25 Discomfort Evaluation and Motion Measurement XuguangWang ........................ 25-1 Introduction · Comfort/Discomfort and Rating Methods . Methods for Modeling Discomfort Associated with Motion · Concluding Remarks · References 26 Optimization in Design: A DHM Perspective Matthew B. Parkinson .................... 26-1 Introduction · Motion Modeling and Posture Prediction · Environment and Task Design · Layout Design · Product Design · Model Development · Solving the Problem · Vehicle Packaging Example · Modeling Performance · Posing the Problem · Limitations and Ongoing Work · Review Questions · Other Resources · References 27 Ergonomics for Computer Usage Paris F. Stringfellow, Sajay Sadasivan, andAnandK. Gramopadhye ................................................................. 27-1 The Computer Workstation · And Along Came the Computer · Office Ergonomics: Benefits for People, Benefits for Business · What Influences Office Ergonomics? · Office-Related CTDs · Computer-Related Injuries: Their Causes, Their Fixes · OSHA Algorithm for Treatment of CTDs · Good Practices of Workspace Design · Organizational Elements · Ergonomie Evaluation of the Computer Workstation · Evaluation Methods · Evaluation Tools · Checklists · Discomfort Questionnaires · Computer Modeling Programs · Integrated Performance Modeling Environment (IPME) · DHM as Design Tool: Advantages and Disadvantages • Designing the Office of the Future · References 28 Workload Assessment Predictability for Digital Human Models Jerzy Grobelny, Rafal Michalskí, and Waldemar Karwowski ......................................... 28-1 Introduction · A Case Study · Conclusions · Acknowledgments · References 29 Human Modeling and Simulation fingzhou Yang ........................................................ 29-1 Introduction · Modeling Human Kinematics · Model-Based versus Data-Driven Approaches · Digital Humans for Workspace Evaluation · Dynamics at a Glance · Summary · References 30 Statistical Methods for Human Motion Modeling Julian J. Faraway ...................... 30-1 Introduction · Univariate Curves · Registration · Curve Representation • Model Fitting · Effects of Predictors · Prediction · Variation within and between Subjects · Modifications to the Response · Trajectories in 3D • Orientation Trajectories · Combining Elemental Models of Motion • Discussion · References 31 A Motion Simulation Tool for Automotive Interior Design Gilles Monnier, Xuguang Wang, and Jules Trasbot ....................................................................................... 31-1 Background of Ergonomie Simulation · Review of Motion Simulation Approaches · Objectives of RPx · Application Examples · Discussion and Conclusion · References 32 Human Performance: Evaluating the Cognitive Aspects Brian F.Gore ................ 32-1 Introduction · Models of Human Performance · Integrated Model Example: Man-Machine Integration Design and Analysis System (MIDAS) · Integrated Model Development Process · Interpreting Complex Integrated Models · Conclusion · Acknowledgments · References 33 Instrumentation in Support of Dynamic Digital Human Modeling Douglas R. Morr, John F. Wiechel, and Sandra A. Metzler......................... 33-1 Introduction · Kinematic Measurement · Stereometric Methods • Sound-Based Methods · Electromagnetic Systems · Radiographic Techniques • Goniometrie Systems/Methods · Inerţial Sensing Systems · Kinetic Measurement · External Loads · Internal Loads · Combined Methods • References Contents xi 34 Instrumentation for Evaluating Effective Human-Computer System Design Jack T. Dennerlein and Peter W. Johnson ............................................. 34-1 Introduction · Defining Effective Human-Computer System Design · Integrated Usage Monitors · Posture Congruency · Measuring Applied Forces and Muscle Efforts · Psychophysics: Measuring Perceptions and Preferences · References 35 The Psychophysiology of Emotion, Arousal, and Personality: Methods and Models Wolfram Boucsein and Richard W. Backs ................................. 35-1 Psychophysiological Measures · Measures of Central Nervous System Activity • Measures of Cardiorespiratory Activity · Measures of Electrodermal Activity • Measures of Somatomotor Activity · Measures of Body Temperature · Modeling of Psychophysiological Systems · The Psychophysiology of Arousal · The Psychophysiology of Emotion and Stress · The Psychophysiology of Personality · Summary · References 36 Biometrics Yingzi Du ......................................................................................................... 36-1 Introduction · A Typical Biometrie System · Fingerprint Recognition · Face Recognition · Iris Recognition · Voice Recognition · Other Biometrics · Soft Biometrics · Multimoda] Biometrics · Trends · Conclusion · References 37 Data Mining and Its Applications in Digital Human Modeling YanLiu ............... 37-1 Introduction · Data Mining Process · Data-Mining Modeling Techniques • Applications of DM in DHM · Summary · References 38 Motion Capture and Human Motion Reconstruction Sergio Ausejo andXuguang Wang ............................................................................................................... 38-1 Introduction · Data Collecting · Identification of Subject-Specific Parameters • Motion Reconstruction by IK Methods · Over-Guided Problems · Under-Guided Problems · Concluding Remarks · References 39 The Use of Digital Human Models for Advanced Industrial Applications Christina Godin and Jim Chiang ............................................................... 39-1 The Value of Digital Human Modeling for Industrial Ergonomics · Identify Modeling Needs · Do the Benefits Offset the Cost? · Augmenting Digital Human Modeling with Motion Capture Technology · Developing a Motion Capture/Virtual Reality (VR) Laboratory · Tracking Systems · Optical, Active and Passive · Electromagnetic • Other Types of Tracking Systems · Data Gloves · Head-Mounted Displays • Power and Communications · Cost Breakdown · Hardware Evaluation • Ongoing Costs · Software Drivers · Space Considerations · Prop Considerations • Hardware Vendors · Digital Human Modeling and Motion Capture for Training Applications · Refining the Use of Motion Capture and Digital Human Modeling for Ergonomics in Manufacturing · References Part 4 Applications 40 Digital Human Modeling in Automotive Product Applications Lars Hanson, Dan Högberg, and Arne Nåbo............................................................................................. 40-1 Introduction · DHM in the Vehicle Design Process · Work Process and Organizational Issues · Case 1: Seat Adjustment Range for a New Vehicle Platform · Case 2: Reachability Analysis for Cup Holder Location · Discussion • References 41 Inclusive Design for the Mobility Impaired J. Mark Porter, Russ Marshall, Keith Case, Diane E. Gyi, Ruth Б. Sims, and Steve Summerskill ..................................... 41-1 Overview · Introduction · Problems with Percentiles · Our Approach to Inclusive Design · Data Collection Issues · Development of a Personalized Journey Planner · Concluding Remarks · References xii Contents 42 Digital Human Modeling Automotive Manufacturing Applications Dan Lämkull, Roland Örtengren, and Lennart Malmsköld................. 42-1 Introduction · The Main Reasons for the Use ofDHM Tools in the Automotive Manufacturing Industry · Organizational and Work Process Aspects · Assessment Tools for Ergonomics · A Simulation Case from Order to Final Presentation • References 43 Advanced Measurement Methods in Mining Dean H. Ambrose .............................. 43-1 Introduction · Understanding the Mine Environment · Measuring in the Mine Environment · Capturing Human Motion · DHM Technology Applications in Mining · Using DHM to Depict Motion and Behavior Variation · Using DHM to Determine Subject Response and Reach Envelopes · Virtual Human Vision · Using DHM to Characterize Machine Designs and Controls of Mining Equipment · Ergonomics Analysis: Using DHM to Illustrate Material Handling in the Mine Environment · Choosing the Right DHM Software and Motion Capture Hardware Systems · Looking to the Future · Mining Terms · References 44 Virtual Reality Training to Improve Human Performance Sajay Sadasivan, Paris F. Stringfellow, and Anand K. Gramopadhye ......................................................... 44-1 Introduction · Need for Training · Application of Computer Technology to Training · Modeling Effective Training · Training Simulator Design Process · Virtual Reality Assessment · Applications of Virtual Reality for Training · Applications of VR in Aviation · Applications ofVR in Health Care and Medicine · Applications of VR in Manufacturing · References 45 Lab Testing and Field Testing in Digital Human Modeling Tania Dukic and Lars Hanson ............................................................................................. 45-1 Introduction · Vision Module: Visual Evaluation · Standardization · Field Study · Laboratory Study · Implementing New Data Inside Digital Models, or How to Close the Loop? · Conclusions · References 46 Networking Human Performance Models to Substantiate Human-Systems Integration Jennifer McGovern Narkevicius, Timothy M. Bagnali, Robert A. Sargent, and John E. Owen ................................................................................. 46-1 Introduction · Human Systems Integration Overview · Systems Engineering · Modeling: An Enabling Toolset · SEAPRINT Case Study • Imprint-Focus Client-Server Architecture · Integrated Simulation Results • References 47 Digital Modeling of Behaviors and Interactions in Teams Barrett S. Caldwell ................................................................................................................. 47-1 Introduction · Definitions · What Needs to Be Modeled? · Model Parameters for Group and Team DHM · Modeling Cultural Interactions · Expertise, Resource Coordination, and Team Performance · Information Flow Efficiency and Coordinated Task Performance · Future Research Needs and Summary · References 48 Digital Human Modeling for Palpatory Medical Training with Haptic Feedback Robert L. Williams II, John N. Howell, and Robert R. Conatserjr. ....................................................................................................................... 48-1 Introduction · Literature Review · Case Study: The Virtual Haptic Back (VHB) · Discussion · Summary · Acknowledgments · References 49 Health Care Delivery and Simulation Kathryn Rapala and Julie Cowan Novak ........................................................................................................ 49-1 Introduction · High-Reliability Organizations · Organizational Elements Essential to Reach Reliability · Simulation · Simulation Conceptual Framework • Communication and Teamwork · Cost · Outcomes · Case Study: Purdue University School of Nursing · Conclusion · Acknowledgments • References Contents xiii 50 Modeling Human Physical Capability: Joint Strength and Range ofMotion Laura Frey Law, Ting Xia, and Andrea Laake ................................. 50-1 Introduction · What Makes a Digital Model Human? · Overview of Muscle Mechanics · Modeling Muscle Force · Modeling Joint Torque · Joint Strength · Normative Strength Determination · Joint Range of Motion • Medical Applications · References Part 5 Current Implementation and the Future of Digital Human Modeling 51 Impact of Digital Human Modeling on Military Human-Systems Integration and Impact of the Military on Digital Human Modeling John F. Lockett III and Susan Archer ................................................................ 51-1 Introduction · Human Figure Models · Task Models · Cognitive Models · Information Flow Models · Integrated and Hybrid Models and Tools • Analysis · Analysis Approach · Application Issues · Case Studies · Light Helicopter Experimental (LHX) and NBC Fox Operator Workload Analyses • The Future Combat System (FCS) · Brigade Staffing · Information Flow • CART Case Study · Maintenance Manpower · Decision Making · Workspace Analysis Using Human Figure Models · Future Combat System (FCS): A Common Approach · Advanced Amphibious Assault Vehicle · Comanche Helicopter • Stryker · Army Airborne Command and Control System (A2C2S) · Future Challenges and Development · References 52 Advanced Human Modeling in Support of Military Systems Pierre Meunier, Brad Cain, and Mark Morrissey ......................................................................................... 52-1 Introduction · Digital Human Modeling in a Product Life Cycle Management Environment · DHM Integration in PLM Tools · Expanding User Base of DHMs · Enterprise-Wide Human Engineering · Systems Design · System Performance Modeling · Empirical Methods · Modeling Goal-Directed Behavior • Basis for Modeling · IPME · Toward a More Complete Human Model . INSIGHT . References 53 Digital Human Modeling and Scanner-Based Anthropometry Jun-Ming Lu and Mao-Jiun Wang ........................................................................................................ 53-1 Introduction · Anthropométrie Methods · 3D Scanning Technology for Anthropometry · Scanning and Preparation Works · Landmarking · Data Collection · Validity · Reliability · Sources of Errors · Anthropometry Standards · Concluding Remarks · References 54 Digital Human Modeling Packages ZhizhongLi ......................................................... 54-1 Introduction · DHM Applications · Selection Strategies · Evaluation of DHM Packages • DHM Software · Limitations and Current Trends · Acknowledgments • Appendix · References 55 Modeling and Augmenting Cognition: Supporting Optimal Individual Warfighter Human Performance Dylan D. Schmorrow, Peter B. Muller, David A. Kobus, Karl Van Orden, Leah Reeves, and Kelly A. Rossi .............................. 55-1 Introduction · Background · Purpose · Infantry Modeling Challenges • Integrative Components · Future Direction · References 56 Future Needs and Developments in Support of Computer-Based Human Models Norman I. Badler and Jan M. Allbeck................................................. 56-1 Introduction · Tools for Future Human Factors Analyses · Skin Shape and Joint Motions · Human Motion Models · Specifying the Desired Tasks and Analyses · Sensing and Reacting · Putting Together the Next Generation of Digital Humans · Acknowledgments · References Index ......................................................................................................................................................... 1-1
adam_txt Contents Foreword . xv Preface . xvii Scientific Advisory Board . xix About the Editor . xxi Contributors . xxiii Part 1 Foundations of Digital Human Modeling 1 Introduction Vincente Duffy . 1-1 References 2 Some Requirements and Fundamental Issues in Digital Human Modeling Don B. Chaffin . 2-1 Introduction · Why Use DHM Technologies to Meet Ergonomics Goals? · What Conditions Today Are Influencing DHM Development? · What Organizational and Technical Conditions May Be Inhibiting the Faster Adoption of DHM Technologies? · What Are Some of the Technical Challenges to Improve Future DHM Simulations? · Summary · References 3 A Scientific Perspective of Digital Human Models: Past, Present, and Future Heiner Bubb and Florian Fritzsche . 3-1 Introduction · An Overview of Historic Developments · Scanner-Based Modeling • The Five Lines of the DHM Development · Anthropométrie Models · Models for Production Design · Biomechanical Models · Anatomical Models · Cognitive Models · Future Development · Conclusion · References 4 Historical Perspectives on Human Performance Modeling Thomas B. Sheridan . 4-1 Introduction · Feedback Control Models · Expected Value Decision Models · Information Communication Models · Rule-Based Models · Some Popular Qualitative Models Begging for Normative Quantification · References 5 Physics-Based Digital Human Modeling: Predictive Dynamics Karim Abdel-Malek and Jasbir Arora . 5-1 Introduction · Predicting Human Motion · Kinematics · Laws of Physics — Equations of Motion · Cost Functions · Constraints · Optimization: An Efficient Computational Framework · Applications of Predictive Dynamics • Conclusions · References 6 Workplace Methods and Use of Digital Human Models Allison Stephens and Monica L. H. Jones . 6-1 Introduction · A Short History of Applied Ergonomics within Automotive Manufacturing · Workflow Methods · Workflow Methods for Stand-Alone DHM · Ergonomie Specifications and Requirements · Future Direction • References Vii Contents 7 Virtual Environments and Digital Human Models Thomas Alexander and Stephen R. Ellis . 7-1 Virtual Environments · Background and Basic Definitions · VE Technologies • Related Human Factors Issues · Present Applications of VEs · Digital Human Models within Virtual Environments · Short Outlook: Anthropomorphic Interaction Agents · References Part 2 Modeling Fundamentals 8 Methods, Models, and Technology for Lifting Biomechanics Michael LaFiandra . 8-1 Executive Summary · Introduction · Types of Models and Review of Current Research · Team Lifting · Review of Current Software · Discussion · Concluding Remarks ■ Appendices · References 9 Data-Based Human Motion Simulation Methods WoojinPark . 9-1 Abstract · Introduction · Data-Based Motion Simulation Methods · Functional Regression Model for Reach Motion Prediction · Data-Driven Differential Inverse Kinematics Model for Reach Prediction · Memory-Based Motion Simulation Model · Data-Based Motion Simulation Method for Ergonomie Vehicle Design · Memory-Based Posture Planning Model for Obstruction Avoidance • Summary and Future Directions · References 10 Computational Approaches in Digital Human Modeling Tim Marier, Jasbir Arora, Steve Beck, Jia Lu, Aninth Mathai, Amos Patrick, and Colby Swan . 10-1 Introduction · Modeling the Human Form · Predicting Posture · Predicting Dynamic Motion · Modeling Clothing · Modeling Physiology · Modeling Muscles · Conclusions · References 11 Impact Simulation and Biomechanical Human Body Models Riender Happée and Jac Wismans . 11-1 Abstract · Introduction · Available Human Models · Applications • Outlook · References 12 Development of Hand Models for Ergonomie Applications Thomas J. Armstrong, Jaewon Choi, and Vinnie Ahuja . 12-1 Introduction · Ergonomics · The Hand · Hand Posture · Kinematic Hand Models • Posture Prediction: Multiple Joints Together . Posture and Object Placement · Object Constraints · Finger Rotation and Hand Movement · Optimizing Object-Hand Fit • Three-Dimensional Models · Space Requirements · Biomechanical Models • Biomechanical Stresses · Summary · References 13 Foot Modeling and Footwear Development Ameersing Luximon and Ravindra S. Goonetilleke . 13-1 Introduction · The Human Foot . Foot Variations · Shoe Manufacture · History of Shoe Making · Shoe Lasts · Systems of Last Design · Shoe Sizing · Grading Systems · Process of Shoe Making · Mass-Customized Shoes · Foot Modeling · Conclusions · Acknowledgments · References 14 Shape and Size Analysis and Standards Afzal Godii and Sandy Ressler . 14-1 Introduction · Anthropométrie Surveys · Military Personnel Surveys · Civilian Surveys · CAESAR Database · SizeUK and Other · Tools for Size/Shape Analysis · Compact Shape Descriptors of the 3D Human Body · Shape Descriptors for 3D Human Body · Shape Descriptors Head Shape · Extended Gaussian Images Descriptor · Standards · Conclusions and Future Trends · References 15 Modeling Response Time and Accuracy for Digital Humans Motonori Yamaguchi and Robert W. Proctor . 15-1 Introduction · Stage Analysis of the Cognitive System · Accumulation Models of Response Times and Accuracy · Conclusion · Acknowledgments · References Contents ix 16 Psychophysiology in Digital Human Modeling Richard W. Backs and Wolfram Boucsein. 16-1 The Case for Psychophysiology in Interactions with Virtual Agents · DHM and Physiology in Medicine and Related Fields · DHM and Psychophysiology in Improving the Agent's Appearance · The Role of Emotions and Personality in Virtual Humans · Application of Psychophysiology to DHM • References 17 Mathematical Models of Human Text Classification Amirali Noorinaeini and Mark R. Lehto . 17-1 Abstract · Introduction · Text Mining Goals · Text Mining Methods · Text Transformation · Mathematical Text-Mining Models · Bayesian Classifiers • Singular Value Decomposition · Regression Models · Summary · References 18 Modeling Task Administration Protocols for Human and Robot Е -Workers Hoo Sang Ko and Shimon Y. Nof . 18-1 Abstract · Background · Significance · Coordination Theory and Coordination Protocols · Design of Task Administration Protocols · Case Study: Emergency Assignment by Human-Robot Team · Emerging Trends and Challenges · References 19 Visualization, Perceptualization, and Data Rendering Don Stredney and David S. Ebert . 19-1 Abstract · Introduction · Methods · Results · Discussion • Acknowledgments · References 20 Computing Infrastructure and Methods for Visualizing Large-Scale Dynamic Simulations Voicu Popescu and Christoph M. Hoffman . 20-1 Introduction · Strategy and Realism · Example · Visualizing LS-DYNA Output in 3DS MAX · Modeling the Surrounding Scene · Summary and Conclusions · References 21 Multi-Objective Optimization for Short Duration Dynamic Events Hongbing Fang and Ming Zhou . 21-1 Introduction · Metamodeling Methodologies · Polynomial Regression (PR) • Radial Basis Function (RBF) · Moving Least Square Regression (MLSR) • Responses of Short Duration Dynamic Events · Multi-Objective Optimization • Numerical Examples · Summary · References 22 Modeling the Role of Human Behaviors in a System-of-Systems Daniel DeLaurentis . 22-1 Abstract · Introduction · SoS Traits and Sources of Complexity · Sources of Complexity and Human Behaviors · Optimization · Methodology Outline · Exploration-Oriented Solution Approach · Insights from Air Transportation Example · Summary · References 23 Verification and Validation of Human Modeling Systems Aernout Oudenhuijzen, Gregory F. Zehner, and Jeffrey A. Hudson . 23-1 Introduction · Methods · Results · Discussion · Reach Task: Matched Reach Successes and Misses, a Qualitative Comparison · HMSs Reach Misses versus Baseline Misses, a Quantitative Comparison · Accommodation Task · Reverse Analysis for Small Mannequins · Conclusions and Recommendations · References Part 3 Evaluation and Analysis 24 Digital Human Modeling: Evaluation Tools Dan Lämkull, Cecilia Berlin, and Roland Örtengren . 24-1 Introduction · Evaluation Tools · Anthropometry · Tools for Human Performance and Cognition · Discussion · Acknowledgments · References Contents 25 Discomfort Evaluation and Motion Measurement XuguangWang . 25-1 Introduction · Comfort/Discomfort and Rating Methods . Methods for Modeling Discomfort Associated with Motion · Concluding Remarks · References 26 Optimization in Design: A DHM Perspective Matthew B. Parkinson . 26-1 Introduction · Motion Modeling and Posture Prediction · Environment and Task Design · Layout Design · Product Design · Model Development · Solving the Problem · Vehicle Packaging Example · Modeling Performance · Posing the Problem · Limitations and Ongoing Work · Review Questions · Other Resources · References 27 Ergonomics for Computer Usage Paris F. Stringfellow, Sajay Sadasivan, andAnandK. Gramopadhye . 27-1 The Computer Workstation · And Along Came the Computer · Office Ergonomics: Benefits for People, Benefits for Business · What Influences Office Ergonomics? · Office-Related CTDs · Computer-Related Injuries: Their Causes, Their Fixes · OSHA Algorithm for Treatment of CTDs · Good Practices of Workspace Design · Organizational Elements · Ergonomie Evaluation of the Computer Workstation · Evaluation Methods · Evaluation Tools · Checklists · Discomfort Questionnaires · Computer Modeling Programs · Integrated Performance Modeling Environment (IPME) · DHM as Design Tool: Advantages and Disadvantages • Designing the Office of the Future · References 28 Workload Assessment Predictability for Digital Human Models Jerzy Grobelny, Rafal Michalskí, and Waldemar Karwowski . 28-1 Introduction · A Case Study · Conclusions · Acknowledgments · References 29 Human Modeling and Simulation fingzhou Yang . 29-1 Introduction · Modeling Human Kinematics · Model-Based versus Data-Driven Approaches · Digital Humans for Workspace Evaluation · Dynamics at a Glance · Summary · References 30 Statistical Methods for Human Motion Modeling Julian J. Faraway . 30-1 Introduction · Univariate Curves · Registration · Curve Representation • Model Fitting · Effects of Predictors · Prediction · Variation within and between Subjects · Modifications to the Response · Trajectories in 3D • Orientation Trajectories · Combining Elemental Models of Motion • Discussion · References 31 A Motion Simulation Tool for Automotive Interior Design Gilles Monnier, Xuguang Wang, and Jules Trasbot . 31-1 Background of Ergonomie Simulation · Review of Motion Simulation Approaches · Objectives of RPx · Application Examples · Discussion and Conclusion · References 32 Human Performance: Evaluating the Cognitive Aspects Brian F.Gore . 32-1 Introduction · Models of Human Performance · Integrated Model Example: Man-Machine Integration Design and Analysis System (MIDAS) · Integrated Model Development Process · Interpreting Complex Integrated Models · Conclusion · Acknowledgments · References 33 Instrumentation in Support of Dynamic Digital Human Modeling Douglas R. Morr, John F. Wiechel, and Sandra A. Metzler. 33-1 Introduction · Kinematic Measurement · Stereometric Methods • Sound-Based Methods · Electromagnetic Systems · Radiographic Techniques • Goniometrie Systems/Methods · Inerţial Sensing Systems · Kinetic Measurement · External Loads · Internal Loads · Combined Methods • References Contents xi 34 Instrumentation for Evaluating Effective Human-Computer System Design Jack T. Dennerlein and Peter W. Johnson . 34-1 Introduction · Defining Effective Human-Computer System Design · Integrated Usage Monitors · Posture Congruency · Measuring Applied Forces and Muscle Efforts · Psychophysics: Measuring Perceptions and Preferences · References 35 The Psychophysiology of Emotion, Arousal, and Personality: Methods and Models Wolfram Boucsein and Richard W. Backs . 35-1 Psychophysiological Measures · Measures of Central Nervous System Activity • Measures of Cardiorespiratory Activity · Measures of Electrodermal Activity • Measures of Somatomotor Activity · Measures of Body Temperature · Modeling of Psychophysiological Systems · The Psychophysiology of Arousal · The Psychophysiology of Emotion and Stress · The Psychophysiology of Personality · Summary · References 36 Biometrics Yingzi Du . 36-1 Introduction · A Typical Biometrie System · Fingerprint Recognition · Face Recognition · Iris Recognition · Voice Recognition · Other Biometrics · Soft Biometrics · Multimoda] Biometrics · Trends · Conclusion · References 37 Data Mining and Its Applications in Digital Human Modeling YanLiu . 37-1 Introduction · Data Mining Process · Data-Mining Modeling Techniques • Applications of DM in DHM · Summary · References 38 Motion Capture and Human Motion Reconstruction Sergio Ausejo andXuguang Wang . 38-1 Introduction · Data Collecting · Identification of Subject-Specific Parameters • Motion Reconstruction by IK Methods · Over-Guided Problems · Under-Guided Problems · Concluding Remarks · References 39 The Use of Digital Human Models for Advanced Industrial Applications Christina Godin and Jim Chiang . 39-1 The Value of Digital Human Modeling for Industrial Ergonomics · Identify Modeling Needs · Do the Benefits Offset the Cost? · Augmenting Digital Human Modeling with Motion Capture Technology · Developing a Motion Capture/Virtual Reality (VR) Laboratory · Tracking Systems · Optical, Active and Passive · Electromagnetic • Other Types of Tracking Systems · Data Gloves · Head-Mounted Displays • Power and Communications · Cost Breakdown · Hardware Evaluation • Ongoing Costs · Software Drivers · Space Considerations · Prop Considerations • Hardware Vendors · Digital Human Modeling and Motion Capture for Training Applications · Refining the Use of Motion Capture and Digital Human Modeling for Ergonomics in Manufacturing · References Part 4 Applications 40 Digital Human Modeling in Automotive Product Applications Lars Hanson, Dan Högberg, and Arne Nåbo. 40-1 Introduction · DHM in the Vehicle Design Process · Work Process and Organizational Issues · Case 1: Seat Adjustment Range for a New Vehicle Platform · Case 2: Reachability Analysis for Cup Holder Location · Discussion • References 41 Inclusive Design for the Mobility Impaired J. Mark Porter, Russ Marshall, Keith Case, Diane E. Gyi, Ruth Б. Sims, and Steve Summerskill . 41-1 Overview · Introduction · Problems with Percentiles · Our Approach to Inclusive Design · Data Collection Issues · Development of a Personalized Journey Planner · Concluding Remarks · References xii Contents 42 Digital Human Modeling Automotive Manufacturing Applications Dan Lämkull, Roland Örtengren, and Lennart Malmsköld. 42-1 Introduction · The Main Reasons for the Use ofDHM Tools in the Automotive Manufacturing Industry · Organizational and Work Process Aspects · Assessment Tools for Ergonomics · A Simulation Case from Order to Final Presentation • References 43 Advanced Measurement Methods in Mining Dean H. Ambrose . 43-1 Introduction · Understanding the Mine Environment · "Measuring" in the Mine Environment · Capturing Human Motion · DHM Technology Applications in Mining · Using DHM to Depict Motion and Behavior Variation · Using DHM to Determine Subject Response and Reach Envelopes · Virtual Human Vision · Using DHM to Characterize Machine Designs and Controls of Mining Equipment · Ergonomics Analysis: Using DHM to Illustrate Material Handling in the Mine Environment · Choosing the Right DHM Software and Motion Capture Hardware Systems · Looking to the Future · Mining Terms · References 44 Virtual Reality Training to Improve Human Performance Sajay Sadasivan, Paris F. Stringfellow, and Anand K. Gramopadhye . 44-1 Introduction · Need for Training · Application of Computer Technology to Training · Modeling Effective Training · Training Simulator Design Process · Virtual Reality Assessment · Applications of Virtual Reality for Training · Applications of VR in Aviation · Applications ofVR in Health Care and Medicine · Applications of VR in Manufacturing · References 45 Lab Testing and Field Testing in Digital Human Modeling Tania Dukic and Lars Hanson . 45-1 Introduction · Vision Module: Visual Evaluation · Standardization · Field Study · Laboratory Study · Implementing New Data Inside Digital Models, or How to Close the Loop? · Conclusions · References 46 Networking Human Performance Models to Substantiate Human-Systems Integration Jennifer McGovern Narkevicius, Timothy M. Bagnali, Robert A. Sargent, and John E. Owen . 46-1 Introduction · Human Systems Integration Overview · Systems Engineering · Modeling: An Enabling Toolset · SEAPRINT Case Study • Imprint-Focus Client-Server Architecture · Integrated Simulation Results • References 47 Digital Modeling of Behaviors and Interactions in Teams Barrett S. Caldwell . 47-1 Introduction · Definitions · What Needs to Be Modeled? · Model Parameters for Group and Team DHM · Modeling Cultural Interactions · Expertise, Resource Coordination, and Team Performance · Information Flow Efficiency and Coordinated Task Performance · Future Research Needs and Summary · References 48 Digital Human Modeling for Palpatory Medical Training with Haptic Feedback Robert L. Williams II, John N. Howell, and Robert R. Conatserjr. . 48-1 Introduction · Literature Review · Case Study: The Virtual Haptic Back (VHB) · Discussion · Summary · Acknowledgments · References 49 Health Care Delivery and Simulation Kathryn Rapala and Julie Cowan Novak . 49-1 Introduction · High-Reliability Organizations · Organizational Elements Essential to Reach Reliability · Simulation · Simulation Conceptual Framework • Communication and Teamwork · Cost · Outcomes · Case Study: Purdue University School of Nursing · Conclusion · Acknowledgments • References Contents xiii 50 Modeling Human Physical Capability: Joint Strength and Range ofMotion Laura Frey Law, Ting Xia, and Andrea Laake . 50-1 Introduction · What Makes a Digital Model Human? · Overview of Muscle Mechanics · Modeling Muscle Force · Modeling Joint Torque · Joint Strength · Normative Strength Determination · Joint Range of Motion • Medical Applications · References Part 5 Current Implementation and the Future of Digital Human Modeling 51 Impact of Digital Human Modeling on Military Human-Systems Integration and Impact of the Military on Digital Human Modeling John F. Lockett III and Susan Archer . 51-1 Introduction · Human Figure Models · Task Models · Cognitive Models · Information Flow Models · Integrated and Hybrid Models and Tools • Analysis · Analysis Approach · Application Issues · Case Studies · Light Helicopter Experimental (LHX) and NBC Fox Operator Workload Analyses • The Future Combat System (FCS) · Brigade Staffing · Information Flow • CART Case Study · Maintenance Manpower · Decision Making · Workspace Analysis Using Human Figure Models · Future Combat System (FCS): A Common Approach · Advanced Amphibious Assault Vehicle · Comanche Helicopter • Stryker · Army Airborne Command and Control System (A2C2S) · Future Challenges and Development · References 52 Advanced Human Modeling in Support of Military Systems Pierre Meunier, Brad Cain, and Mark Morrissey . 52-1 Introduction · Digital Human Modeling in a Product Life Cycle Management Environment · DHM Integration in PLM Tools · Expanding User Base of DHMs · Enterprise-Wide Human Engineering · Systems Design · System Performance Modeling · Empirical Methods · Modeling Goal-Directed Behavior • Basis for Modeling · IPME · Toward a More Complete Human Model . INSIGHT . References 53 Digital Human Modeling and Scanner-Based Anthropometry Jun-Ming Lu and Mao-Jiun Wang . 53-1 Introduction · Anthropométrie Methods · 3D Scanning Technology for Anthropometry · Scanning and Preparation Works · Landmarking · Data Collection · Validity · Reliability · Sources of Errors · Anthropometry Standards · Concluding Remarks · References 54 Digital Human Modeling Packages ZhizhongLi . 54-1 Introduction · DHM Applications · Selection Strategies · Evaluation of DHM Packages • DHM Software · Limitations and Current Trends · Acknowledgments • Appendix · References 55 Modeling and Augmenting Cognition: Supporting Optimal Individual Warfighter Human Performance Dylan D. Schmorrow, Peter B. Muller, David A. Kobus, Karl Van Orden, Leah Reeves, and Kelly A. Rossi . 55-1 Introduction · Background · Purpose · Infantry Modeling Challenges • Integrative Components · Future Direction · References 56 Future Needs and Developments in Support of Computer-Based Human Models Norman I. Badler and Jan M. Allbeck. 56-1 Introduction · Tools for Future Human Factors Analyses · Skin Shape and Joint Motions · Human Motion Models · Specifying the Desired Tasks and Analyses · Sensing and Reacting · Putting Together the Next Generation of Digital Humans · Acknowledgments · References Index . 1-1
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Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016583889&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle Handbook of digital human modeling research for applied ergonomics and human factors engineering
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title Handbook of digital human modeling research for applied ergonomics and human factors engineering
title_alt Digital human modeling
title_auth Handbook of digital human modeling research for applied ergonomics and human factors engineering
title_exact_search Handbook of digital human modeling research for applied ergonomics and human factors engineering
title_exact_search_txtP Handbook of digital human modeling research for applied ergonomics and human factors engineering
title_full Handbook of digital human modeling research for applied ergonomics and human factors engineering ed. by Vincent G. Duffy
title_fullStr Handbook of digital human modeling research for applied ergonomics and human factors engineering ed. by Vincent G. Duffy
title_full_unstemmed Handbook of digital human modeling research for applied ergonomics and human factors engineering ed. by Vincent G. Duffy
title_short Handbook of digital human modeling
title_sort handbook of digital human modeling research for applied ergonomics and human factors engineering
title_sub research for applied ergonomics and human factors engineering
topic Human engineering Handbooks, manuals, etc
Digital computer simulation Handbooks, manuals, etc
Human-machine systems Handbooks, manuals, etc
Human mechanics Computer simulation Handbooks, manuals, etc
Mensch-Maschine-System (DE-588)4038662-4 gnd
Bewegungsablauf (DE-588)4145130-2 gnd
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Mensch (DE-588)4038639-9 gnd
topic_facet Human engineering Handbooks, manuals, etc
Digital computer simulation Handbooks, manuals, etc
Human-machine systems Handbooks, manuals, etc
Human mechanics Computer simulation Handbooks, manuals, etc
Mensch-Maschine-System
Bewegungsablauf
Computersimulation
Anthropotechnik
Mensch
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