Designing a Mixed Evaluating System for Green Manufacturing of Automotive Industry

Yuhong Cao

angelcaoniuniu@sina.com
School of Management, Shanghai University, Shanghai, 200444, China (China)

Jianxin You


School of Economics &Management, Tongji University, Shanghai, 200092, China (China)

Rui Wang


School of Economics &Management, Tongji University, Shanghai, 200092, China (China)

Yongjiang Shi


Institute for Manufacturing, University of Cambridge, CB3 0FS Cambridge, UK (United Kingdom)


Abstract

The article proposed, from a sustainable development perspective, an index system based on Sustainability Balanced Scorecard (SBSC), including the main index of Financial, Internal process, Customer, Learning and growth, Social and the sub- index which comprised 28 indexes to evaluate the Green Manufacturing (GM) of automotive industry. Based on the index system, an evaluation model integrates by back-propagation artificial neural network (BPANN) and genetic algorithm (GA) was introduced. Using established model and indicators evaluated GM in four automotive companies; the key result of the evaluated show that: China’s automotive manufacturing enterprises still have big room for improvement in respect of customer satisfaction, resource consumption, community service, low-carbon activities etc., so the strategy and management activities that put much pressure on these respect are necessary.


Keywords:

SBSC, GM, index system of automotive industry, GA, BPANN

AWASTHI A., CHAUHAN S.S., GOYAL S.K., 2010, A fuzzy multi criteria approach for evaluating environmental performance of suppliers, in: Expert systems with applications, vol.17, no 3, p. 370-378.
  Google Scholar

AZZONE C., MASELLA U., BERTELE, 1991, Design of performance measures for time- based companies, in: International Journal of Operations and Production Management, vol. 11, no 3, p. 77-85.
  Google Scholar

AZEYEDO S.G., CARVALHO H., MACHADO V.C., 2011, The influence of green practices on supply chain performance: a case study, in: Economic Forum, p. 850- 871.
  Google Scholar

BISHOP P, GHOSH I, JONES C., 1995, Basic-helix-loop-helix region of tal-evaluation of structure and DNA affinity, in: Journal of the American chemical social, vol. 117, p. 11616-11616.
  Google Scholar

CHEN Y., 2006, Green Competitiveness Evaluation of environmental information disclosure of listed companies based on material, Nanjing University of Technology.
  Google Scholar

DONG, 2002, The study of system of coal construction project of based on sustainable development, in: Liaoning University of Engineering and Technology, Vol. 15, p.1261-1269.
  Google Scholar

EPSTEIN M. J., WISNER P., 2001, Using a balanced scorecard to implement sustainability, in: Envion. Qual Mngt., vol. 8, no 11, p.1-10
  Google Scholar

GARVIN D.A., 1987, Competing on the eight dimensions of quality, in: Harvard Business Review, 101-109, November.
  Google Scholar

GAO Q.S., 2006, An important indicator of corporate environmental performance audit assessment eco-efficiency, in: Economic Forum, no 7, p. 41-43.
  Google Scholar

GHASEMI-VARNAMKHASTI M., MOHTASEBI S.S., SIADAT M., RAZAVI S.H., AHMADI H.,DICKO A., 2012, Discriminatory power assessment of the sensor array of an electronic nose system for the detection of non-alcoholic beer aging, in: Czech Journal of Food Sciences, vol. 30, no 3, p.236-240.
  Google Scholar

GUO Y.L., 2009, Research on Analysis and Evaluation Method of Green Manufacturing Techniques, in: Mechanical Science Research Institute, vol. 23, no 3, p. 79-82.
  Google Scholar

HAMADA Y., NAKAMURA M., OCHIFUJI K., 2001, Field performance of a Japanese low energy home relying on renewable energy, in: Energy and buildings, vol. 33, no 8, p. 805-814.
  Google Scholar

HAO Y., LI W., CHEN C., MA Y.Q., 2004, Strategic Environmental Assessment of Green Manufacturing, in: Agriculture and Technology, no 3, p. 156-159.
  Google Scholar

HANDFIELD-JONES R.S., MANN K.V., CHALLIS M.E., 2002, Linking assessment to learning: a new route to quality assurance in medical practice, in: Medical education, vol. 36, no 10, p. 949-958.
  Google Scholar

HERVANI A.A., 2005, Can oligopsony power be measured? The case of US old newspapers market, in: Resources conservation and recycling, vol. 44, no 4, p. 343-380.
  Google Scholar

HE Y.A., 2010, Measurement and path study on circular economy of manufacturing- evidence of Zhejiang province, ZBU.
  Google Scholar

HITOMI K.,1997, Manufacturing strategy for future production moving toward manufacturing excellence, in: International journal of technology management, vol.14, no 8, p.701-711.
  Google Scholar

IRANI M., ALIZADEHDAKHEL A., POUR A.N., 2011, An investigation on the performance of a FTS foxed-bed reactor using CFD methods, in: International communications in heat and mass transfer, vol. 38, no 8, p. 1119-1124.
  Google Scholar

JIANG X.P., 2007, Research on Reconfigurable Manufacturing Systems Performance Comprehensive Evaluation, Northwestern Polytechnic University.
  Google Scholar

JIANG T.S., 2001, Earmarking of pollution charges and the suboptimality of the pigouvian tax, in: Australian journal of agricultural and resource economics, vol. 45, no 4, p. 623-640.
  Google Scholar

JIAO C.Y., 2001, Discussion on sustainable development of green enterprise evaluation system, in: Soft Science, no 3, p. 55-61.
  Google Scholar

JIANG Z.N., 2006, Preliminary evaluation index system of green competitiveness, in: Technology and Economy, no 3, p. 7-8.
  Google Scholar

K.LEONG, D.L., SNYDER and WARD P.T., 1990, Research in the process and content of manufacturing strategy, in: International Journal of Management Science, vol. 18, no 2, p. 109-122.
  Google Scholar

KUO C.Y., LIN Y.S., LIN Y.K., 2007, Resource use and morphology of two sympatric japalura lizards, in: Journal of herpetology, vol. 41, no 4, p. 713-723.
  Google Scholar

LEO A.,1986, Manufacturing process, Beijing, Beijing University of Aeronautics and Astronautics Press.
  Google Scholar

LIU F., ZHANG H., CHEN X.H.,1999,Decision-making framework model of green manufacturing and its application, in: Mechanical Engineering, no 5, p. 11-15.
  Google Scholar

LI J., QIU L.C., AN X.H., 2004, Oriented circular economy enterprise performance evaluation system, in: Journal of China Population, Resources and Environment, no 4, p. 45-48.
  Google Scholar

LI H.E., 2004, Study on the Theory and Methods for Green Products Assess. and its Applicat. in Bionic Terrain Machinery, Jilin Univ.
  Google Scholar

LIU J., WEI C.Q., WANG X.B., 2003, Application of Rough Comprehensive Evaluation Method in Green Manufacturing Evaluation, in: Chong qing Environmental Science, vol.12, no 12, p. 64-67.
  Google Scholar

LIU L., 2006, Evaluation of circular economy based logistics performance, Hehai Univ.
  Google Scholar

LI B., 2008, Study on performance evaluation of enterprise green management, Harbin Engineering University.
  Google Scholar

LI R.S., 2011, The Core Competition Research of Our Country’s Manufacturer Enterprise under Low Carbon Economy Circumstances, Harbin Engineering University.
  Google Scholar

LIANG Z.H., WEN Y., GAO C., 2012,Experimental investigation on flow and heat transfer characteristics of single-phase flow with simulated neutronic feedback in narrow rectangular channel, in: Nuclear engineering and design, vol.24, no 8, p.82-92.
  Google Scholar

LIOU, KUOTSAI T., 2013, Improving financial and regulatory management introduction, in: Public performance & management review, vol. 37, no 2, p.199-207.
  Google Scholar

LI Z.Y.,CAO H.J.,LIU F., 2003, The study of decision-making problems in hobbing process planning for green manufacturing.
  Google Scholar

LOPES J.G, QUINTA-FERREIRA M., 2011, Numerical assessment of diffusion-convection-reaction model for the catalytic abatement of phenolic wastewaters in packed-bed reactors under trichling flow conditions, in: Computers & chemical engineering, vol. 35, no 12, p. 2706-2715.
  Google Scholar

MUNOZA A., SHENG P., 1995, an analytical approach for determining the environmental Impact of machining Processes, in: Journal of Materials Processing Technology, vol. 53, no 6, p. 736-758.
  Google Scholar

MUNOZA A., SHENG P., 1995. An analytical approach for determining the environmental impact of machining processes, in: Journal of materials processing technology, vol. 53, no 3, p. 3-5.
  Google Scholar

NAINI S.G.J, ALIAHMADI A.R., JAFARI-ESKANDARI M., 2011, Designing a mixed performance measurement system for environmental supply chain management using evolutionary game theory and balanced scorecard: A case study chain, in: Resources, Conservation and Recycling, vol. 55. no 3, p. 593-603.
  Google Scholar

NEELY A., RICHARDS H., JOHN M.S, 1997, Designing performance measures: a structured approach, in: International Journal of Operations & Production Management, vol. 17, no 11, p.1131-1152.
  Google Scholar

PENG J.S., 2006, Automotive industry supply chain – strategy, management and information systems, Electronic Industry Press.
  Google Scholar

SHEN D.C., RUAN N.P., 2006, Research on Green Manufacturing System Evaluation System, in: Machinery Manufacturing, no 3, p. 8-11.
  Google Scholar

TANG L., 2010, Theoretical Research and Application of the Life Cycle to the Evaluation of the Ceramic Products’ Comprehensive Benefit, Wu Han University of Technology.
  Google Scholar

WANG X.H., FENG X.W., 1999, Theory and Performance Evaluation of Enterprise Green Management, Shandong University of Science and Technology.
  Google Scholar

WANG J.M., 2005, Enterprise Green Accounting Theory and Practice, Nanjing Agricultural University.
  Google Scholar

WANG H., 2008, Research on Green Production Operation System of Export Manufacturing Enterprises under Green Barriers, Tianjin University of Finance and Economics.
  Google Scholar

WANG Y., 2013, Research on China Industry International Competitiveness Based on Low Carbon Economy Manufacturing Industry as an Example, Harbin University of Commerce.
  Google Scholar

WANG W.L., 2013, Evaluation of Ecological Competitiveness of Coal Enterprises and Empirical Research, China University of Geosciences.
  Google Scholar

XIANG D., ZHANG G.B., WANG Y.C., 1999, Research and evaluation system for green products, in: Computer Integrated Manufacturing Systems, no 4, p.14-19.
  Google Scholar

XIAO Y., 2010, Comprehensive Performance Appraisal of Steel Enterprises in Low-carbon Economy Background, Central South University of Forestry and Technology.
  Google Scholar

YESILNACAR M.I., CETIN H.,2008,An environmental geomorphologic approach to site selection for hazardous wastes, in: Environment geology, vol. 55, no 8, p.1659-1671.
  Google Scholar

YU H.M., 2009, Sustainable Development Index System and Financing Appraisal Research for Chinese Iron and Steel Enterprise Based on Resource Utilization Efficiency, Northeastern University.
  Google Scholar

YANG X.L., ZHOU J.Z., DING J.H., 2012, Flood disaster evaluation based on improved BP neural network model, in: Applied Mechanics and Materials, vol. 220, no 4, p. 2462-2465
  Google Scholar

YIN J., 2013, Research on Industrial Ecology Evaluation Index System and Upgrading Path of Industrial Zone-Empirical Analysis of Zhenjiang Economic and Technological Development Zone, Jiangsu University.
  Google Scholar

YIN J.X., 2008, Automotive Manufacturing Manufacturing Research and Application, Chongqing University.
  Google Scholar

ZHANG Y., 2004, Green Environmental Performance Evaluation Model Making, in: Modern Manufacturing Engineering, no 12, p. 69-70.
  Google Scholar

ZHEN J.L., 2007, Integrated development of green manufacturing system, Kunming University.
  Google Scholar

ZHU L., 2014, Research and application on key performance indicators of manufacturing enterprises, Zhejiang University.
  Google Scholar

Download


Published
2016-01-04

Cited by

Cao, Y., You, J., Wang, R., & Shi, Y. (2016). Designing a Mixed Evaluating System for Green Manufacturing of Automotive Industry. Problemy Ekorozwoju, 11(1), 73–86. Retrieved from https://ph.pollub.pl/index.php/preko/article/view/4962

Authors

Yuhong Cao 
angelcaoniuniu@sina.com
School of Management, Shanghai University, Shanghai, 200444, China China

Authors

Jianxin You 

School of Economics &Management, Tongji University, Shanghai, 200092, China China

Authors

Rui Wang 

School of Economics &Management, Tongji University, Shanghai, 200092, China China

Authors

Yongjiang Shi 

Institute for Manufacturing, University of Cambridge, CB3 0FS Cambridge, UK United Kingdom

Statistics

Abstract views: 11
PDF downloads: 2