title: Evaluation of multiple muscle loads through multi-objective optimization with prediction of subjective satisfaction level: illustration by an application to handrail position for standing.
abstract: Proposed here is an evaluation of multiple muscle loads and a procedure for determining optimum solutions to ergonomic design problems. The simultaneous muscle load evaluation is formulated as a multi-objective optimization problem, and optimum solutions are obtained for each participant. In addition, one optimum solution for all participants, which is defined as the compromise solution, is also obtained. Moreover, the proposed method provides both objective and subjective information to support the decision making of designers. The proposed method was applied to the problem of designing the handrail position for the sit-to-stand movement. The height and distance of the handrails were the design variables, and surface electromyograms of four muscles were measured. The optimization results suggest that the proposed evaluation represents the impressions of participants more completely than an independent use of muscle loads. In addition, the compromise solution is determined, and the benefits of the proposed method are examined.
authors.affiliation: Tokyo Metropolitan University, 6-6 Asahigaoka, Hino, Tokyo 191-0065, Japan. Electronic address: chihara@sd.tmu.ac.jp.
authors.forename: Takanori
authors.initials: T
authors.lastname: Chihara
authors.forename: Akihiko
authors.initials: A
authors.lastname: Seo
mesh_terms: D000465:Algorithms; D001696:Biomechanical Phenomena; D003258:Consumer Behavior; D057645:Deltoid Muscle / Q000502:physiology*; D004576:Electromyography; D004867:Equipment Design; D006804:Ergonomics / Q000379:methods; D006801:Humans; D008297:Male; D009068:Movement / Q000502:physiology*; D005082:Physical Exertion; D052097:Quadriceps Muscle / Q000502:physiology*; D055815:Young Adult
keywords: Design engineering; Electromyography; Multi-objective optimization