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ACCELERE: a case-based design assistant for closed cell rubber industry
Affiliation:1. Department of Orthopaedics, Indraprastha Apollo Hospital, New Delhi, India;2. Department of Orthopaedics, All India Institute of Medical Sciences (AIIMS), New Delhi, India;3. Department of Orthopaedics, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India;4. Department of Pediatric Surgery, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India;5. Department of Pediatrics, Indraprastha Apollo Hospital, New Delhi, India;1. Polymer Science and Technology Program, Department of Chemistry and Center of Excellence for Innovation in Chemistry, Faculty of Science, Mahidol University, Phuttamonthon 4 Road, Salaya, Phuttamonthon District, Nakhon Pathom 73170, Thailand;2. Rubber Technology Research Center, Faculty of Science, Mahidol University, Phuttamonthon 4 Road, Salaya, Phuttamonthon District, Nakhon Pathom 73170, Thailand;3. Center of Excellence for Innovation in Chemistry, Faculty of Science, Mahidol University, Phuttamonthon 4 Road, Salaya, Phuttamonthon District, Nakhon Pathom 73170, Thailand;4. Center of Sustainable Energy and Green Materials, Faculty of Science, Mahidol University, Phuttamonthon 4 Road, Salaya, Phuttamonthon District, Nakhon Pathom 73170, Thailand;1. Advanced Vehicle Dynamics Laboratory, Mechanical Engineering, Virginia Tech, Blacksburg, VA 24061, USA;2. Center for Tire Research, Mechanical Engineering, Virginia Tech, Blacksburg, VA 24061, USA;1. Low Carbon Energy Institute and School of Chemical Engineering, China University of Mining and Technology, Xuzhou, 221008, People''s Republic of China;2. School of Science, City University of Hong Kong, Hong Kong SAR 999077, People''s Republic of China;3. Department of Physics, Sungkyunkwan University, Suwon 16419, Republic of Korea;4. School of Science, Xi''an Polytechnic University, Xi''an 710048, People''s Republic of China;5. School of Environment and Safety Engineering, North University of China, Taiyuan 030051, People''s Republic of China
Abstract:The paper describes a knowledge-based system called ACCELERE, which was developed in order to aid in designing closed cell rubber. Designing a closed cell rubber is a complex activity. The complexity comes from the high number of design variables and the interaction between them. Consequently, the available knowledge is incomplete and does not permit to solve a problem at the first attempt. Then a design episode is an iterative process that can last up to 24 months. ACCELERE was developed to reduce this time, and to help the designers in synthesis as well as in evaluation phases of the design cycle. As a result of the lack of knowledge, ACCELERE uses Case-Based Reasoning as main problem solving method.
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