Ehsan Rashedi

Assistant Professor

Department of Industrial and Systems Engineering

Kate Gleason College of Engineering

Ergonomics/Human Factors

exreie@rit.edu

585-475-7260

Office Location

GLE-1598

Ehsan Rashedi

Assistant Professor

Department of Industrial and Systems Engineering

Kate Gleason College of Engineering

Ergonomics/Human Factors

Education

BS, MS, Sharif University of Technology (Iran); MS, Ph.D., Virginia Polytechnic Institute and State University

Bio

Dr. Ehsan Rashedi is director of Occupational Ergonomics and Biomechanics Laboratory in Industrial and Systems Engineering Department. His research interests include both theoretical and application-oriented research topics, covering several aspects within the fields of ergonomics, biomechanics, work physiology, safety, and rehabilitation.

Dr. Rashedi received his B.S. and first M.S. degree in Mechanical Engineering from Sharif University of Technology. He then moved to the U.S., and completed his second M.S. degree and his Ph.D. degree in Industrial and Systems Engineering at Virginia Tech. Prior to coming to RIT, he was a postdoctoral researcher at Virginia Tech, where he conducted research on exoskeletons, human gait and muscle fatigue, textile sensors, and head-worn display technologies. Ehsan’s work appeared in several journals including Ergonomics, Journal of Biomechanics, Journal of Electromyography and Kinesiology, International Journal of Human Factors Modelling and Simulation, Journal of Engineering in Medicine, Journal of Research in Rehabilitation Sciences, PLoS ONE, and Safety Science.

Selected Publications

Rashedi, E, & Nussbaum, MA. (2016) Cycle time influences the development of muscle fatigue at low to moderate levels of intermittent muscle contraction. Journal of Electromyography and Kinesiology 28:37-45.

Eskandari, AH, Sedaghat-Nejad, E, Rashedi, E, Sedighi, A, Arjmand, N, & Parnianpour, M. (2016) The effect of parameters of equilibrium-based 3-D biomechanical models on extracted muscle synergies during isometric lumbar exertion. Journal of Biomechanics 49(6):967-973.

Alabdulkarim, S, Nussbaum, MA, Rashedi, E, Kim, S, Agnew, MJ, & Gardner, R. (2016) Impact of Task Design on Task Performance and Injury Risk: Case Study of a Simulated Drilling Task. Ergonomics DOI:10.1080/00140139.2016.1217354.

Rashedi, E, & Nussbaum, MA. (2015) Mathematical Models of Localized Muscle Fatigue: Sensitivity Analysis and Assessment of Two Occupationally-Relevant Models. PLoS ONE 10(12):e0143872.

Azadeh-Fard, N, Schuh, A, Rashedi, E, & Camelio, JA. (2015) Risk assessment of occupational injuries using Accident Severity Grade. Safety Science 76(0):160-167.

Rashedi, E, Kim, S, Nussbaum, MA, & Agnew, M. (2014) Ergonomic evaluation of a wearable assistive device for overhead work. Ergonomics 57(12):1864-1874.

exreie@rit.edu

585-475-7260

Personal Links

ORCID

Google Scholar

Areas of Expertise

Physical Ergonomics

Biomechanics

Product Design and Evaluation

Wearable Technology

Human Factors

Fatigue Monitoring

Fall Risk Assessment

Gesture Recognition

Data Analytics

Select Scholarship

Published Conference Proceedings

Karvekar, Swapnali, Masoud Abdollahi, and Ehsan Rashedi. "A Data-Driven Model to Identify Fatigue Level Based on the Motion Data from a Smartphone." Proceedings of the 2019 IEEE Western New York Image and Signal Processing. Ed. IEEE. Rochester, NY: n.p., Web.

Rashedi, Ehsan, et al. "Classification of LBP Patients Using an IMU Signal and Machine Learning Approaches." Proceedings of the American Society of Biomechanics Annual Meeting. Ed. ASB. Calgary, Canada: n.p., Web.

Katawala, Kavish, et al. "Effects of Slip and Trip on Low Back and the Resulting Lumbar Muscle Activity, Low Back Loads." Proceedings of the Institute of Industrial Engineering Annual Conference and Expo. Ed. IISE. Orlando, FL: n.p., Web.

Luster, Maya, Rahul Soangra, and Ehsan Rashedi. "Effect of Back Fatigue on Gait and Propensity of Slip." Proceedings of the Institute of Industrial Engineering Annual Conference and Expo. Ed. IISE. Orlando, FL: n.p., Web.

Shaik, Abdul and Ehsan Rashedi. "Effects of Exertion Variability on the FDI Muscle Fatigue during Intermittent Contractions." Proceedings of the Institute of Industrial Engineering Annual Conference and Expo. Ed. IISE. Orlando, FL: n.p., Web.

Jadeja, Sid and Ehsan Rashedi. "Influence of Cognitive Loads on Fatigue Development and Recovery." Proceedings of the Institute of Industrial Engineering Annual Conference and Expo. Ed. IISE. Orlando, FL: n.p., Web.

Alemi, Mehdi, et al. "Assessing Slip and Trip Risk when Wearing Upper-Extremity Exoskeleton." Proceedings of the Proceedings of the American Society of Biomechanics Annual Meeting. Ed. ASB. Boulder, CO: ASB, 2017. Web.

Esfahani, Mohammad Mokhlespour, et al. "Effects of an Occupational Wearable Assistive Device on Low Back Loads." Proceedings of the Proceedings of the American Society of Biomechanics Annual Meeting. Ed. ASB. Boulder, CO: ASB, 2017. Web.

Rashedi, Ehsan, et al. "Effects of Plantarflexor Muscle Fatigue on Gait Characteristics." Proceedings of the Proceedings of the American Society of Biomechanics Annual Meeting. Ed. NA. Raleigh, NC: n.p., Print.

Rashedi, Ehsan and Maury A. Nussbaum. "History Dependency of Muscle Strength Recovery from a Fatiguing Intermittent Task." Proceedings of the Proceedings of the Human Factors and Ergonomics Society Annual Meeting. Washington DC, Washington DC: SAGE Publications, Web.

Alabdulkarim, Saad, et al. "Impact of Task Design on Productivity and Quality." Proceedings of the Proceedings of the Human Factors and Ergonomics Society Annual Meeting. Washington DC, Washington DC: SAGE Publications, Web.

Peer Reviewed/Juried Poster Presentation or Conference Paper

Karvekar, Swapnali, Masoud Abdollahi, and Ehsan Rashedi. "Smartphone-based Human Fatigue Detection for Daily Activities Using Gait Analysis." Proceedings of the Applied Human Factors and Ergonomics. Ed. AHFE. Washington, DC: n.p..

Journal Paper

Esfahani, Mohammad Iman Mokhlespour, et al. "Sharif-Human movement instrumentation system (SHARIF-HMIS): Development and validation." Medical Engineering & Physics 61. (2018): 87-94. Print.

Kim, Sunwook, et al. "Assessing the influence of a passive, upper extremity exoskeletal vest for tasks requiring arm elevation: Part I – “Expected” effects on discomfort, shoulder muscle activity, and work task performance." Applied Ergonomics 70. (2018): 315-322. Print.

Kim, Sunwook, et al. "Assessing the influence of a passive, upper extremity exoskeletal vest for tasks requiring arm elevation: Part II – “Unexpected” effects on shoulder motion, balance, and spine loading." Applied Ergonomics 70. (2018): 323-330. Print.

Soangra, Rahul, Hema Bhatt, and Ehsan Rashedi. "Effects of load carriage and surface inclination on linear and non-linear postural variability." Safety Science 110. (2018): 427-437. Print.

Ehsani, Hossein, et al. "The influence of mechanical vibration on local and central balance control." Journal of Biomechanics 71. (2018): 59-66. Print.

Rashedi, Ehsan and Maury A. Nussbaum. "Quantifying the History Dependency of Muscle Recovery From A Fatiguing Intermittent Task." Journal of Biomechanics 51. (2017): 26-31. Print.

Esfahani, Mohammad Mokhlespour, et al. "Trunk Motion System (TMS) Using Printed Body Worn Sensor (BWS) via Data Fusion Approach." Sensors 17. 1 (2017): 1-16. Print.

Alabdulkarim, Saad, et al. "Impact of Task Design on Task Performance and Injury Risk: Case Study of A Simulated Drilling Task." Ergonomics 60. 6 (2017): 851-866. Print.

Rashedi, Ehsan and Maury A. Nussbaum. "Cycle Time Influences the Development of Muscle Fatigue at Low to Moderate Levels of Intermittent Muscle Contraction." Journal of Electromyography and Kinesiology 28. (2016): 37-45. Web.

Eskandari, Amirhossein, et al. "The Effect of Parameters of Equilibrium-based 3-D Biomechanical Models on Extracted Muscle Synergies During Isometric Lumbar Exertion." Journal of Biomechanics 49. 6 (2016): 967-973. Web.

Alabdulkarim, Saad, et al. "Impact of Task Design on Task Performance and Injury Risk: Case Study of a Simulated Drilling Task." Ergonomics. (2016): 1-16. Web.

Currently Teaching

ISEE-330

Ergonomics and Human Factors

4 Credits

This course covers the physical and cognitive aspects of human performance to enable students to design work places, procedures, products and processes that are consistent with human capabilities and limitations. Principles of physical work and human anthropometry are studied to enable the student to systematically design work places, processes, and systems that are consistent with human capabilities and limitations. In addition, the human information processing capabilities are studied, which includes the human sensory, memory, attention and cognitive processes; display and control design principles; as well as human computer interface design.

ISEE-730

Data-Driven Human Biomechanics

3 Credits

Topics include musculoskeletal anatomy and mechanics, theory and application of electromyography, motion and force measuring equipment and techniques, human locomotion, balance and falls, inverse dynamics modeling of the human body, and current topics in musculoskeletal biomechanics research. Students collect data in the lab and conduct the data analysis using MATLAB software or Python software.

ISEE-760

Design of Experiments

3 Credits

This course presents an in-depth study of the primary concepts of experimental design. Its applied approach uses theoretical tools acquired in other mathematics and statistics courses. Emphasis is placed on the role of replication and randomization in experimentation. Numerous designs and design strategies are reviewed and implications on data analysis are discussed. Topics include: consideration of type 1 and type 2 errors in experimentation, sample size determination, completely randomized designs, randomized complete block designs, blocking and confounding in experiments, Latin square and Graeco Latin square designs, general factorial designs, the 2k factorial design system, the 3k factorial design system, fractional factorial designs, Taguchi experimentation.

In the News

June 11, 2021

RIT wins award to develop game design training platform as part of NASA’s Moon-to-Mars Mission

RIT faculty-researchers will develop a game-design training system that could help astronauts maintain balance, motor skills, and other cognitive functions while in space. NASA, in partnership with the National Space Grant Foundation, has selected six university teams, including RIT, to develop innovative design ideas that will help NASA advance and execute its Moon to Mars exploration objectives.

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Featured Work

An AI-based Fall Risk Assessment Tool for Stroke Survivors: Implementing Detailed Motion Analysis Features while Performing Motor-Cognitive Dual-Tasks

Ehsan Rashedi

Harnessing the advantages of motion sensors, along with the capabilities of machine learning models, this study aims to solve the long-lasting problem of falls in stroke survivors. The objective of...