Implementation of the expert decision system for environmental assessment in composite materials selection for automotive components

Abstract Conventional materials selection system was replaced with sophisticated software tools by rapid changing technology. The growing environmental concerns and regulations widely among the industry, especially in automobiles, force us to explore the natural fiber materials as a replacement for synthetic materials which is in common use. As a result of extensive research and development, new natural fiber reinforced composite materials are emerging and the database of materials growing exponentially. The decision of selecting optimized materials was complicated, as it involves diversified choice of materials, coupled with various influencing criteria for the selection process. To abstain from deciding inappropriate materials, the technology of expert system software tools can help us in the appropriate materials selection. The objective of this research was to explore the implementation of Analytical Hierarchy Process (AHP) using the expert choice software tool for deciding optimum natural fiber reinforced composite materials by considering main criteria and sub-criteria in the hierarchical model. The final judgement was performed with different scenarios of sensitivity analysis, giving priority to the environmental factors and sustainability. The result shows that the natural fiber composite material hemp and polypropylene gained the higher rank in the selection process and almost compliant with the requirements of industrial product design specification and can be recommended to automotive component manufacturers to enforce green technology.

[1]  Yan Li,et al.  Sisal fibre and its composites: a review of recent developments , 2000 .

[2]  Z. Leman,et al.  Materials selection for natural fiber reinforced polymer composites using analytical hierarchy process. , 2011 .

[3]  B. F. Yousif,et al.  A review on the degradability of polymeric composites based on natural fibres , 2013 .

[4]  Faris M. AL-Oqla,et al.  Natural fiber reinforced polymer composites in industrial applications: feasibility of date palm fibers for sustainable automotive industry , 2014 .

[5]  Shinji Kumagai,et al.  Interior Air Pollution in Automotive Cabins by Volatile Organic Compounds Diffusing from Interior Materials: I. Survey of 101 Types of Japanese Domestically Produced Cars for Private Use , 2006 .

[6]  B. Wirjosentono,et al.  OIL PALM EMPTY FRUIT BUNCH FILLED POLYPROPYLENE COMPOSITES , 2004 .

[7]  Napsiah Ismail,et al.  A prototype knowledge-based system for material selection of ceramic matrix composites of automotive engine components , 2002 .

[8]  S. M. Sapuan,et al.  A prototype knowledge-based system for the material selection of polymeric-based composites for automotive components , 1998 .

[9]  Jacques Lemaire,et al.  Comparison of biodegradability of various polypropylene films containing pro-oxidant additives based on Mn, Mn/Fe or Co , 2013 .

[10]  Michael McGuire,et al.  Materials selection for cleaner production: An environmental evaluation approach , 2012 .

[11]  Hasan Arda Burhan,et al.  An Application of Analytic Hierarchy Process (AHP) in a Real World Problem of Store Location Selection , 2015 .

[12]  Mahmoud M. Farag,et al.  Quantitative methods of materials substitution: Application to automotive components , 2008 .

[13]  Ake Larsson,et al.  Environmental and health hazard ranking and assessment of plastic polymers based on chemical composition. , 2011, The Science of the total environment.

[14]  Dong-Hyun Jee,et al.  A method for optimal material selection aided with decision making theory , 2000 .

[15]  Mustafa Yurdakul,et al.  Selection of computer-integrated manufacturing technologies using a combined analytic hierarchy process and goal programming model , 2004 .

[16]  Arlindo Silva,et al.  Green composites: A review of adequate materials for automotive applications , 2013 .

[17]  A. Fernyhough,et al.  Long Biofibers and Engineered Pulps for High Performance Bioplastics and Biocomposites , 2011 .

[18]  Ali Shanian,et al.  A material selection model based on the concept of multiple attribute decision making , 2006 .

[19]  Herman Jacobus Cornelis Voorwald,et al.  Mechanical behavior of natural fiber composites , 2011 .

[20]  Michael F. Ashby,et al.  Materials and Design: The Art and Science of Material Selection in Product Design , 2002 .

[21]  Napsiah Ismail,et al.  Application of analytical hierarchy process in the design concept selection of automotive composite bumper beam during the conceptual design stage , 2009 .

[22]  Manocher Djassemi Computer‐based approach to material and process selection , 2009 .

[23]  Sushil Kumar,et al.  Analytic hierarchy process: An overview of applications , 2006, Eur. J. Oper. Res..

[24]  Jim Holbery,et al.  Natural-fiber-reinforced polymer composites in automotive applications , 2006 .

[25]  Susan Selke,et al.  Natural Fibers, Biopolymers, and Biocomposites: An Introduction , 2005 .

[26]  Ming Qiu Zhang,et al.  Environmental degradability of self-reinforced composites made from sisal , 2004 .

[27]  Jia Liu,et al.  Decision analysis systems for safety assessments , 2008, 2008 IEEE International Conference on Mechatronics and Automation.

[28]  Shih-Wen Hsiao,et al.  Concurrent design method for developing a new product , 2002 .

[29]  Issam S. Jalham Decision-making integrated information technology (IIT) approach for material selection , 2006, Int. J. Comput. Appl. Technol..

[30]  Anthony S.F. Chiu,et al.  Fuzzy AHP-based study of cleaner production implementation in Taiwan PWB manufacturer , 2009 .

[31]  Simone Fiori,et al.  Mechanical properties of polypropylene matrix composites reinforced with natural fibers: A statistical approach , 2004 .

[32]  Hota V. S. GangaRao,et al.  Critical review of recent publications on use of natural composites in infrastructure , 2012 .

[33]  Manocher Djassemi A computer-based approach to material and process selection using sustainability and ecological criteria , 2009, PICMET '09 - 2009 Portland International Conference on Management of Engineering & Technology.

[34]  Michael F. Ashby,et al.  Drivers for material development in the 21st century , 2001 .

[35]  Thomas L. Saaty,et al.  Models, Methods, Concepts & Applications of the Analytic Hierarchy Process , 2012 .

[36]  András Farkas,et al.  Multi-Criteria Comparison of Bridge Designs , 2011 .

[37]  David L. Olson,et al.  Comparison of weights in TOPSIS models , 2004, Math. Comput. Model..

[38]  Elvin Karana,et al.  Characterization of ‘natural’ and ‘high-quality’ materials to improve perception of bio-plastics , 2012 .

[39]  Mahmoud Abdelhamid,et al.  Using Quality Function Deployment and Analytical Hierarchy Process for material selection of Body-In-White , 2011 .

[40]  George Marsh,et al.  Next step for automotive materials , 2003 .

[41]  Mark Miodownik,et al.  The case for teaching the arts , 2003 .

[42]  Alireza Ashori,et al.  Wood-plastic composites as promising green-composites for automotive industries! , 2008, Bioresource technology.

[43]  S. M. Sapuan,et al.  Material screening and choosing methods: A review , 2010 .

[44]  Mohammed A. Omar,et al.  Design for sustainability in automotive industry: A comprehensive review , 2012 .

[45]  S. M. Sapuan,et al.  A knowledge-based system for materials selection in mechanical engineering design , 2001 .

[46]  S. Joshi,et al.  Are natural fiber composites environmentally superior to glass fiber reinforced composites , 2004 .

[47]  N. Ismail,et al.  Material selection of polymeric composite automotive bumper beam using analytical hierarchy process , 2010 .

[48]  Gerald Scott,et al.  Polymer Degradation and Stabilisation , 1988 .

[49]  Alhassan G. Abdul-Muhmin Explaining Consumers Willingness to be Environmentally Friendly , 2007 .