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Review Article

Challenges in interaction modelling with digital human models – A systematic literature review of interaction modelling approaches

Pages 1442-1458 | Received 07 Feb 2020, Accepted 06 Jun 2020, Published online: 08 Jul 2020

References

  • Abdel-Malek, K., J. Arora, R. Bhatt, K. Farrell, C. Murphy, and K. Kregel. 2019. “Santos.” In DHM and Posturography, edited by S. Scataglini and G. Paul, 63–77. London, UK: Academic Press.
  • Abdel-Malek, K., J. Arora, J. Yang, T. Marler, S. Beck, C. Swan, L. F. Law, J. Kim, R. Bhatt, A. Mathai, C. Murphy, S. Rahmatalla, A. Patrick, and J. Obusek. 2009. “A Physics-Based Digital Human Model.” International Journal of Vehicle Design 51 (3–4): 324. doi:10.1504/IJVD.2009.027960.
  • Ahmed, S., L. Irshad, H. O. Demirel, I. Y. Tumer, and V. G. Duffy. 2019. “A Comparison between Virtual Reality and Digital Human Modeling for Proactive Ergonomic Design.” Paper presented at the International Conference on Human-Computer Interaction – INTERACT 2019, Paphos, Cyprus, September 2–6.
  • Ait El Menceur, M. O., P. Pudlo, P. Gorce, and F.-X. Lepoutre. 2015. “A Numerical Tool to Simulate the Kinematics of the Ingress Movement in Variably-Dimensioned Vehicles for Elderly and/or Persons with Prosthesis.” International Journal of Industrial Ergonomics 47: 9–29. doi: 10.1016/j.ergon.2015.01.014.
  • Alexopoulos, K., D. Mavrikios, M. Pappas, E. Ntelis, and G. Chryssolouris. 2007. “Multi-Criteria Upper-Body Human Motion Adaptation.” International Journal of Computer Integrated Manufacturing 20 (1): 57–70. doi: 10.1080/09511920500233749.
  • Barone, S., and A. Curcio. 2004. “A Computer-Aided Design-Based System for Posture Analyses of Motorcycles.” Journal of Engineering Design 15 (6): 581–595. doi: 10.1080/09544820410001731146.
  • Bauer, S., V. J. Sylaja, L. Fritzsche, and S. Ullmann. 2019. “Task-Based Digital Human Simulation with Editor for Manual Work Activities - Basic Functionalities, Applications, and Future Works.” In DHM and Posturography, edited by S. Scataglini and G. Paul, 57–62. London, UK: Academic Press.
  • Bernard, F., M. Zare, J.-C. Sagot, and R. Paquin. 2019. “Using Digital and Physical Simulation to Focus on Human Factors and Ergonomics in Aviation Maintainability.” Human Factors 62 (1): 37–54. doi: 10.1177/0018720819861496.
  • Björkenstam, S., N. Delfs, J. S. Carlson, R. Bohlin, and B. Lennartson. 2016. “Enhancing Digital Human Motion Planning of Assembly Tasks Through Dynamics and Optimal Control.” Procedia CIRP 44: 20–25. doi: 10.1016/j.procir.2016.02.125.
  • Bohlin, R., R. Delfs, L. Hanson, and J. S. Carlson. 2012. “Automatic Creation of Virtual Manikin Motions Maximizing Comfort in Manual Assembly Processes.” Paper presented at the 4th CIRP Conference on Assembly Technologies and Systems, Ann Arbor, MI, May 21–22.
  • Bubb, H. 2002. “Computer Aided Tools of Ergonomics and System Design.” Human Factors and Ergonomics in Manufacturing 12 (3): 249–265. doi: 10.1002/hfm.10013.
  • Carruth, D. W., and V. G. Duffy. 2008. “Integrating Cognitive and Digital Human Models for Virtual Product Design.” In Ergonomics and Psychology, edited by O. Y. Chebykin, G. Bedny, and W. Karwowski, 29-40. Boca Raton, USA. CRC Press.
  • Chaffin, D. B. 2002. “On Simulating Human Reach Motions for Ergonomics Analyses.” Human Factors and Ergonomics in Manufacturing 12 (3): 235–247. doi: 10.1002/hfm.10018.
  • Chaffin, D. B. 2005. “Improving Digital Human Modelling for Proactive Ergonomics in Design.” Ergonomics 48 (5): 478–491. doi: 10.1080/00140130400029191.
  • Chang, M., and J. J. P. Tsai. 2011. “Ergonomic Designs Based on Musculoskeletal Models.” Paper presented at the 2011 11th IEEE International Conference on Bioinformatics and Bioengineering, Taichung, Taiwan, October 24–26.
  • Charland, J. 2019. “Virtual Ergonomics by Dassault Systèmes.” In DHM and Posturography, edited by S. Scataglini and G. Paul, 97–103. London, UK: Academic Press.
  • Chevalot, N., and X. Wang. 2004. An Experimental Investigation of the Discomfort of Arm Reaching Movements in a Seated Position (SAE Technical Papers 2004-01-2141). Warrendale, PA: SAE International.
  • Damsgaard, M., J. Rasmussen, S. T. Christensen, E. Surma, and M. de Zee. 2006. “Analysis of Musculoskeletal Systems in the AnyBody Modeling System.” Simulation Modelling Practice and Theory 14 (8): 1100–1111. doi: 10.1016/j.simpat.2006.09.001.
  • Delfs, N., S. Gustafsson, J. S. Carlson, R. Bohlin, and P. Mårdberg. 2012. “Comparison of Algorithms for Automatic Creation of Virtual Manikin Motions.” In Advances in Applied Human Modeling and Simulation, Advances in Human Factors and Ergonomics Series, edited by V. G. Duffy. Boca Raton, FL: CRC Press.
  • Farahani, S. D., W. Bertucci, M. S. Andersen, M.de Zee, and J. Rasmussen. 2015. “Prediction of Crank Torque and Pedal Angle Profiles during Pedaling Movements by Biomechanical Optimization.” Structural and Multidisciplinary Optimization 51 (1): 251–266. doi: 10.1007/s00158-014-1135-6.
  • Faraway, J., and M. P. Reed. 2007. “Statistics for Digital Human Motion Modeling in Ergonomics.” Technometrics 49 (3): 277–290. doi: 10.1198/004017007000000281.
  • Fritzsche, L., R. Jendrusch, W. Leidholdt, S. Bauer, T. Jäckel, and A. Pirger. 2011. “Introducing EMA (Editor for Manual Work Activities) – A New Tool for Enhancing Accuracy and Efficiency of Human Simulations in Digital Production Planning.” Paper presented at the Digital Human Modeling: Third International Conference, ICDHM 2011, Orlando, FL, July 9–14.
  • Fritzsche, L., W. Leidholdt, S. Bauer, T. Jäckel, and A. Moreno. 2012. “Interactive Production Planning and Ergonomic Assessment with Digital Human Models–Introducing the Editor for Manual Work Activities (EMA).” Work 41: 4428–4432. doi: 10.3233/WOR-2012-0741-4428.
  • Fuller, H. J. A., M. P. Reed, and Y. Liu. 2010. “Integrating Physical and Cognitive Human Models to Represent Driving Behavior.” Paper presented at HFES 2010: Human Factors and Ergonomics Society 54th annual meeting, San Francisco, CA, September 27–October 1.
  • Gragg, J., J. Yang, and J. D. Long. 2010. Digital Human Model for Driver Seat Adjustment Range Determination (SAE Technical Paper 2010-01-0386). Warrendale, PA: SAE International.
  • Gragg, J., J. Yang, and J. D. Long. 2011. “Optimisation-Based Approach for Determining Driver Seat Adjustment Range for Vehicles.” International Journal of Vehicle Design 57 (2–3): 148. doi:10.1504/IJVD.2011.044716.
  • Hanson, L., D. Högberg, and M. Söderholm. 2012. “Digital Test Assembly of Truck Parts with the IMMA-Tool–an Illustrative Case.” Work 41: 2248–2252. doi: 10.3233/WOR-2012-0447-2248.
  • Hanson, L., D. Högberg, J. S. Carlson, N. Delfs, E. Brolin, P. Mårdberg, D. Spensieri, S. Björkenstam, J. Nyström, and F. Ore. 2019. “Industrial Path Solutions – Intelligently Moving Manikins.” In DHM and Posturography, edited by S. Scataglini and G. Paul, 115–124. London, UK: Academic Press.
  • Hareesh, P. V., T. Kimura, S. Adachi, and D. Thalmann. 2010. “An Ergonomic Evaluation Engine for Conceptual Design Stage using Anthropometric Digital Human Models.” Paper presented at DESIGN 2010, the 11th International Design Conference, Dubrovnik, Croatia, May 17–20.
  • Hariri, M., J. Arora, and K. Abdel-Malek. 2012. “Optimization-Based Prediction of Aiming and Kneeling Military Tasks Performed by a Soldier.” Paper presented at the ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Chicago, IL, August 12–15.
  • Hoffman, S. G., M. Reed, and D. B. Chaffin. 2008. “Postural Behaviors during One-Hand Force Exertions.” SAE International Journal of Passenger Cars - Mechanical Systems 1 (1): 1136–1142. doi: 10.4271/2008-01-1915.
  • Hoffman, S. G., M. P. Reed, and D. B. Chaffin. 2007. Predicting Force-Exertion Postures from Task Variables (SAE Technical Paper 2007-01-2480). Warrendale, PA: SAE International.
  • Högberg, D. 2009. “Digital Human Modelling for User-Centred Vehicle Design and Anthropometric Analysis.” International Journal of Vehicle Design 51 (3–4): 306. doi: 10.1504/IJVD.2009.027959.
  • Högberg, D., P. R. Castro, P. Mårdberg, N. Delfs, P. Nurbo, P. Fragoso, L. Andersson, E. Brolin, and L. Hanson. 2019. “DHM Based Test Procedure Concept for Proactive Ergonomics Assessments in the Vehicle Interior Design Process.” Paper presented at the 20th Congress of the International Ergonomics Association (IEA 2018), Florence, Italy, August 26–30.
  • Högberg, D., L. Hanson, R. Bohlin, and J. S. Carlson. 2016. “Creating and Shaping the DHM Tool IMMA for Ergonomic Product and Production Design.” International Journal of the Digital Human 1 (2): 132. doi:10.1504/IJDH.2016.077413.
  • Illmann, B., L. Fritzsche, W. Leidholdt, S. Bauer, and M. Dietrich. 2013. “Application and Future Developments of EMA in Digital Production Planning and Ergonomics.” Paper presented at the Digital Human Modeling and Applications in Health, Safety, Ergonomics, and Risk Management: 4th International Conference, DHM 2013, Las Vegas, NV, July 21–26.
  • Jeong, S., D. M. Wegner, and S. Noh. 2010. “Validation of an Ontology-Based Approach for Enhancing Human Simulation in General Assembly Environments.” Paper presented at the World Congress on Engineering: WCE 2010, London, UK, 30 June–2 July.
  • Jung, M., H. Cho, T. Roh, and K. Lee. 2009. “Integrated Framework for Vehicle Interior Design Using Digital Human Model.” Journal of Computer Science and Technology 24 (6): 1149–1161. doi: 10.1007/s11390-009-9287-3.
  • Kanki, B. G., L. T. Ostrom, C. Wilhelmsen, H. C. Dischinger, O. Angerer, B. Johannes, G. M. Sandal, N. Smith, and G. R. Leon. 2018. “Human Factors Research Methods and Tools.” In Space Safety and Human Performance, edited by T. Sgobba and B. G. Kanki, 239–271. Cambridge, USA. Elsevier.
  • Kim, J. H., K. Abdel-Malek, Z. Mi, and K. Nebel. 2004. Layout Design using an Optimization-Based Human Energy Consumption Formulation (SAE Technical Papers 2004-01-2175). Warrendale, PA: SAE International.
  • Kim, J. H., K. Abdel-Malek, J. Yang, and K. Nebel. 2005. Motion Prediction and Inverse Dynamics for Human Upper Extremities (SAE Technical Papers 2005-01-1408). Warrendale, PA: SAE International.
  • Kim, J. H., K. Abdel-Malek, J. Yang, K. Farrell, and K. Nebel. 2005. Optimization-Based Dynamic Motion Simulation and Energy Expenditure Prediction for a Digital Human (SAE Technical Papers 2005-01-2717). Warrendale, PA: SAE International.
  • Kim, Y., E. Soo Choi, J. Seo, W.-S. Choi, J. Lee, and K. Lee. 2019. “A Novel Approach to Predicting Human Ingress Motion Using an Artificial Neural Network.” Journal of Biomechanics 84: 27–35. doi: 10.1016/j.jbiomech.2018.12.009.
  • Kuo, C.-F., and C.-H. Chu. 2005. “An Online Ergonomic Evaluator for 3D Product Design.” Computers in Industry 56 (5): 479–492. doi: 10.1016/j.compind.2005.02.002.
  • Kuo, C.-F., and M.-J. Wang. 2009. “Motion Generation from MTM Semantics.” Computers in Industry 60 (5): 339–348. doi: 10.1016/j.compind.2009.01.006.
  • Kuo, C.-F., and M.-J. J. Wang. 2012. “Motion Generation and Virtual Simulation in a Digital Environment.” International Journal of Production Research 50 (22): 6519–6529. doi: 10.1080/00207543.2011.653698.
  • Lee, B., T. Jin, S.-H. Lee, and D. Saakes. 2019. “SmartManikin.” Papre presented at CHI 2019: the 2019 CHI Conference on Human Factors in Computing Systems, Glasgow, UK, May 4–9.
  • Lee, J. H., B. K. Kwon, G. Kyung, and M. A. Nussbaum. 2008. Predicting Driving Postures and Seated Positions in SUVs Using a 3D Digital Human Modeling Tool (SAE Technical Papers 2008-01-1856). Warrendale, PA: SAE International.
  • Li, H., D. Zhao, X. Ma, and X. Jin. 2019. “Predictive Model of Tractor Driving Posture considering Front and Rear View.” Biosystems Engineering 185: 64–75. doi: 10.1016/j.biosystemseng.2019.03.010.
  • Lim, S., B. J. Martin, and M. K. Chung. 2004. “The Effects of Target Location on Temporal Coordination of the Upper Body during 3D Seated Reaches considering the Range of Motion.” International Journal of Industrial Ergonomics 34 (5): 395–405. doi: 10.1016/j.ergon.2004.05.002.
  • Lind, S., B. Krassi, J. Viitaniemi, S. Kiviranta, J. Heilala, and C. Berlin. 2008. “Linking Ergonomics Simulation to Production Process Development.” Paper presented at the 2008 Winter Simulation Conference, Miami, FL, December 7–10.
  • Ma, L., D. Chablat, F. Bennis, B. Hu, and W. Zhang. 2010. “Integrating Digital Human Modeling Into Virtual Environment for Ergonomic Oriented Design.” Paper presented at the ASME World Conference on Innovative Virtual Reality–2010, Ames, IA, May 12–14.
  • Ma, L., D. Chablat, F. Bennis, W. Zhang, B. Hu, and F. Guillaume. 2011. “Fatigue Evaluation in Maintenance and Assembly Operations by Digital Human Simulation in Virtual Environment.” Virtual Reality 15 (1): 55–68. doi: 10.1007/s10055-010-0156-8.
  • Ma, L., W. Zhang, D. Chablat, F. Bennis, and F. Guillaume. 2009. “Multi-Objective Optimisation Method for Posture Prediction and Analysis with Consideration of Fatigue Effect and Its Application Case.” Computers & Industrial Engineering 57 (4): 1235–1246. doi: 10.1016/j.cie.2009.06.003.
  • Ma, L., W. Zhang, H. Fu, Y. Guo, D. Chablat, F. Bennis, A. Sawanoi, and N. Fugiwara. 2010. “A Framework for Interactive Work Design Based on Motion Tracking, Simulation, and Analysis.” Human Factors and Ergonomics in Manufacturing & Service Industries 20 (4): 339–352. doi: 10.1002/hfm.20178.
  • Magistris, G. d., A. Micaelli, P. Evrard, C. Andriot, J. Savin, C. Gaudez, and J. Marsot. 2013. “Dynamic Control of DHM for Ergonomic Assessments.” International Journal of Industrial Ergonomics 43 (2): 170–180. doi: 10.1016/j.ergon.2013.01.003.
  • Mårdberg, P., J. S. Carlson, R. Bohlin, N. Delfs, S. Gustafsson, D. Högberg, and L. Hanson. 2014. “Using a Formal High-Level Language and an Automated Manikin to Automatically Generate Assembly Instructions.” International Journal of Human Factors Modelling and Simulation 4 (3–4): 233. doi:10.1504/IJHFMS.2014.067180.
  • Mavrikios, D., V. Karabatsou, K. Alexopoulos, M. Pappas, P. Gogos, and G. Chryssolouris. 2006. “An Approach to Human Motion Analysis and Modelling.” International Journal of Industrial Ergonomics 36 (11): 979–989. doi: 10.1016/j.ergon.2006.08.001.
  • McAtamney, L., and E. Nigel Corlett. 1993. “RULA: A Survey Method for the Investigation of Work-Related Upper Limb Disorders.” Applied Ergonomics 24 (2): 91–99. doi: 10.1016/0003-6870(93)90080-S.
  • Mergl, C., H. Bubb, C. Vogt, and H. Kress. 2006. Ergonomic Layout Process for a Driver Working Place in Cars (SAE Technical Papers 2006-01-2313). Warrendale, PA: SAE International.
  • Miehling, J., J. Schuhhardt, F. Paulus-Rohmer, and S. Wartzack. 2015. “Computer Aided Ergonomics Through Parametric Biomechanical Simulation.” Paper presented at the ASME 2015 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Boston, MA, August 2–5.
  • Monnier, G., F. Renard, A. Chameroy, X. Wang, and J. Trasbot. 2006. A motion simulation approach integrated into a design engineering process (SAE Technical Papers 2006-01-2359). Warrendale, PA: SAE International.
  • Obentheuer, M., M. Roller, S. Björkenstam, K. Berns, and J. Linn. 2017. “Human Like Motion Generation for Ergonomic Assessment - A Muscle Driven Digital Human Model Using Muscle Synergies.” Paper presented at the ECCOMAS Thematic Conference on Multibody Dynamics, Prague, Czech Republic, June 19–22.
  • Park, W., D. B. Chaffin, and B. J. Martin. 2004. “Toward Memory-Based Human Motion Simulation: Development and Validation of a Motion Modification Algorithm.” IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans 34 (3): 376–386. doi: 10.1109/TSMCA.2003.822965.
  • Park, W., D. Singh, and B. J. Martin. 2006. “A Memory-Based Model for Planning Target Reach Postures in the Presence of Obstructions.” Ergonomics 49 (15): 1565–1580. doi: 10.1080/00140130600834598.
  • Patwardhan, S. S., C. L. Bloebaum, and V. N. Krovi. 2005. Using Anthropometric Modeling for Optimal Ergonomic Considerations in Automobile Interior Design (SAE Technical Papers 2005-01-2718). Warrendale, PA: SAE International.
  • Paul, G., and S. Wischniewski. 2012. “Standardisation of Digital Human Models.” Ergonomics 55 (9): 1115–1118. doi: 10.1080/00140139.2012.690454.
  • Pelliccia, L., F. Klimant, A. de Santis, G. Di Gironimo, A. Lanzotti, A. Tarallo, M. Putz, and P. Klimant. 2016. “Task-Based Motion Control of Digital Humans for Industrial Applications.” Paper presented at the 10th CIRP International Conference on Intelligent Computation in Manufacturing Engineering - CIRP ICME, Ischia, Italy, July 20–22.
  • Perez, J., and W. P. Neumann. 2015. “Ergonomists’ and Engineers’ Views on the Utility of Virtual Human Factors Tools.” Human Factors and Ergonomics in Manufacturing & Service Industries 25 (3): 279–293. doi: 10.1002/hfm.20541.
  • Pheasant, S., and C. M. Haslegrave. 2005. Bodyspace: Anthropometry, Ergonomics and the Design of Work, 3rd ed. London, UK: CRC Press.
  • Ranger, F., S. Vezeau, and M. Lortie. 2018. “Traditional Product Representations and New Digital Tools in the Dimensioning Activity: A Designers’ Point of View on Difficulties and Needs.” The Design Journal 21 (5): 707–730. doi: 10.1080/14606925.2018.1494795.
  • Raschke, U., and C. Cort. 2019. “Siemens Jack.” In DHM and Posturography, edited by S. Scataglini and G. Paul 35–48. London, UK: Academic Press.
  • Rasmussen, J. 2005. “Musculoskeletal Simulation - (Dis)Comfort Evaluation.” Sound and Vibration 39 (5): 8–9.
  • Rasmussen, J. 2019. “The AnyBody Modeling System.” In DHM and Posturography, edited by S. Scataglini and G. Paul 85–96. London, UK: Academic Press.
  • Rasmussen, J., M. Boocock, and G. Paul. 2012. “Advanced Musculoskeletal Simulation as an Ergonomic Design Method.” Work 41 (1): 6107–6111. doi: 10.3233/WOR-2012-1069-6107.
  • Rasmussen, J., and S. T. Christensen. 2005. Musculoskeletal Modeling of Egress with the AnyBody Modeling System (SAE Technical Papers 2005-01-2721). Warrendale, PA: SAE International.
  • Rasmussen, J., S. Tørholm, and M. de Zee. 2009. “Computational Analysis of the Influence of Seat Pan Inclination and Friction on Muscle Activity and Spinal Joint Forces.” International Journal of Industrial Ergonomics 39 (1): 52–57. doi: 10.1016/j.ergon.2008.07.008.
  • Reed, M. P., J. Faraway, D. B. Chaffin, and B. J. Martin. 2006. The HUMOSIM Ergonomics Framework: A New Approach to Digital Human Simulation for Ergonomic Analysis (SAE Technical Papers 2006-01-2365). Warrendale, PA: SAE International.
  • Reed, M. P., M. A. Manary, C. A. C. Flannagan, and L. W. Schneider. 2002. “A Statistical Method for Predicting Automobile Driving Posture.” Human Factors 44 (4): 557–568. doi: 10.1518/0018720024496917.
  • Savin, J., M. Gilles, C. Gaudez, V. Padois, and P. Bidaud. 2017. “Movement Variability and Digital Human Models: Development of a Demonstrator Taking the Effects of Muscular Fatigue into Account.” Paper presented at the AHFE 2016 International Conference on Digital Human Modeling and Simulation, Advances in Intelligent Systems and Computing, Orlando, FL, July 27–31.
  • Scataglini, S. and Paul, G. (Eds.). 2019. DHM and Posturography. London, UK: Academic Press.
  • Schaub, K., G. Caragnano, B. Britzke, and R. Bruder. 2013. “The European Assembly Worksheet.” Theoretical Issues in Ergonomics Science 14 (6): 616–639. doi: 10.1080/1463922X.2012.678283.
  • Seeger, H. 2005. Design Technischer Produkte, Produktprogramme Und -Systeme: Industrial Design Engineering, 2., Bearb. und Erw. Aufl. Berlin, Heidelberg, Germany: Springer-Verlag.
  • Seth, A., J. L. Hicks, T. K. Uchida, A. Habib, C. L. Dembia, J. J. Dunne, C. F. Ong, M. S. DeMers, A. Rajagopal, M. Millard, S. R. Hamner, E. M. Arnold, J. R. Yong, S. K. Lakshmikanth, M. A. Sherman, J. P. Ku, and S. L. Delp. 2018. “OpenSim: Simulating Musculoskeletal Dynamics and Neuromuscular Control to Study Human and Animal Movement.” PLOS Computational Biology 14 (7): e1006223. doi:10.1371/journal.pcbi.1006223.
  • Shackel, B. 2009. “Usability – Context, Framework, Definition, Design and Evaluation.” Interacting with Computers 21 (5–6): 339–346. doi: 10.1016/j.intcom.2009.04.007.
  • Sun, T.-L., P.-Y. Chung, and P.-S. Lee. 2010. “Rapid Interaction Specification in DHM-Included VE to Support Virtual Design Ergonomic Evaluation.” Paper presented at the 6th CIRP-Sponsored International Conference on Digital Enterprise Technology, Advances in Soft Computing, Hong Kong, China, December 14–16.
  • Tsimhoni, O., and M. P. Reed. 2007. The Virtual Driver: Integrating Task Planning and Cognitive Simulation with Human Movement Models (SAE Technical Papers 2007-01-1766). Warrendale, PA: SAE International.
  • Wagner, D. W., R. L. Kirschweng, and M. P. Reed. 2009. “Foot Motions in Manual Material Handling Transfer Tasks: A Taxonomy and Data from an Automotive Assembly Plant.” Ergonomics 52 (3): 362–383. doi: 10.1080/00140130802376034.
  • Wagner, D. W., M. P. Reed, and D. B. Chaffin. 2010. “The Development of a Model to Predict the Effects of Worker and Task Factors on Foot Placements in Manual Material Handling Tasks.” Ergonomics 53 (11): 1368–1384. doi: 10.1080/00140139.2010.523482.
  • Wagner, D. W., M. P. Reed, and J. Rasmussen. 2007. Assessing the Importance of Motion Dynamics for Ergonomic Analysis of Manual Materials Handling Tasks using the AnyBody Modeling System (SAE Technical Papers 2007-01-2504). Warrendale, PA: SAE International.
  • Wartzack, S., T. Schröppel, A. Wolf, and J. Miehling. 2019. “Roadmap to Consider Physiological and Psychological Aspects of User-product Interactions in Virtual Product Engineering.” Paper presented at the 22nd International Conference on Engineering Design (ICED19), Delft, The Netherlands, August 5–8.
  • Wegner, D. M., and M. P. Reed. 2011. Understanding Work Task Assessment Sensitivity to the Prediction of Standing Location (SAE Technical Papers 2011-01-0527). Warrendale, PA: SAE International.
  • Winter, M., T. Kronfeld, and G. Brunnett. 2018. “Semi-Automatic Task Planning of Virtual Humans in Digital Factory Settings.” Computer-Aided Design and Applications 16 (4): 688–702. doi: 10.14733/cadaps.2019.688-702.
  • Wirsching, H.-J. 2019. “Human Solutions RAMSIS.” In DHM and Posturography, edited by S. Scataglini and G. Paul, 49–55. London, UK: Academic Press.
  • Wolf, A., N. Binder, J. Miehling, and S. Wartzack. 2019. “Towards Virtual Assessment of Human Factors: A Concept for Data Driven Prediction and Analysis of Physical User-product Interactions.” Paper presented at the 22nd International Conference on Engineering Design (ICED19), Delft, The Netherlands, August 5–8.
  • Wolf, A., D. Krüger, J. Miehling, and S. Wartzack. 2019. “Approaching an Ergonomic Future: An Affordance-Based Interaction Concept for Digital Human Models.” Procedia CIRP 84: 520–525. doi: 10.1016/j.procir.2019.03.198.
  • Wolf, A., and S. Wartzack. 2018. “Parametric Movement Synthesis: Towards Virtual Optimisation of Man-Machine Interaction in Engineering Design.” In Design 2018, edited by D. Marjanović, M. Štorga, S. Šk, N. Bojčetić, and N. Pavković, 941–952. Glasgow, UK: Design Society.
  • Yang, J., T. Marler, H. Kim, K. Farrell, A. Mathai, S. Beck, K. Abdel-Malek, J. Arora, and K. Nebel. 2005. Santos™: A New Generation of Virtual Humans (SAE Technical Papers 2005-01-1407). Warrendale, PA: SAE International.