Energy performance evaluation and improvement of unit-manufacturing processes: injection molding case study

Abstract In an effort to make more sustainable decisions, industry seeks reliable methods to assess and compare sustainability for manufacturing. Sustainability characterization is intended to provide such a reliable method to access and track sustainability information. As a step towards developing a standard reference for sustainability characterization of unit-manufacturing processes, in this paper, we focus on injection molding with energy as a sustainability indicator. This paper proposes a science-based guideline for energy: (i) prediction, (ii) benchmarking and performance evaluation, and (iii) improvement, for unit-manufacturing processes, which unlike the previous methods does not require a physical benchmark. We discuss in detail the steps of the proposed guideline for the injection molding process. The guideline considers different influencing factors such as part geometry, material-related physical and processing properties, and the manufacturing equipment information. The guideline is implemented by developing a user friendly system, and is demonstrated by a case study. We expect this work to contribute to the development of a standard reference methodology to help further sustainability in the manufacturing sector.

[1]  Mohammed A. Omar,et al.  Production energy optimization using low dynamic programming, a decision support tool for sustainable manufacturing , 2015 .

[2]  Paul Mativenga,et al.  Modelling of direct energy requirements in mechanical machining processes , 2013 .

[3]  Günther Seliger,et al.  Methodology for planning and operating energy-efficient production systems , 2011 .

[4]  Robert A. Malloy,et al.  Plastic Part Design for Injection Molding: An Introduction , 1994 .

[5]  Rosario Domingo,et al.  Systemic criterion of sustainability in agile manufacturing , 2008 .

[6]  Robert Schmitt,et al.  Modelling Machine Tools for Self-Optimisation of Energy Consumption , 2011 .

[7]  I. K. Hui,et al.  A multiple-criteria environmental impact assessment for the plastic injection molding process : a methodology , 2003 .

[8]  Satyandra K. Gupta,et al.  Sustainability characterisation for manufacturing processes , 2014 .

[9]  Geoffrey Boothroyd,et al.  Product design for manufacture and assembly , 1994, Comput. Aided Des..

[10]  Huai Gao,et al.  A modeling method of task-oriented energy consumption for machining manufacturing system , 2012 .

[11]  Wim Dewulf,et al.  Improvement Potential for Energy Consumption in Discrete Part Production Machines , 2007 .

[12]  Wim Dewulf,et al.  Methodology for systematic analysis and improvement of manufacturing unit process life cycle inventory (UPLCI) CO2PE! initiative (cooperative effort on process emissions in manufacturing). Part 2: case studies , 2012, The International Journal of Life Cycle Assessment.

[13]  Paul Xirouchakis,et al.  Evaluating the use phase energy requirements of a machine tool system , 2011 .

[14]  Toshihiko Tanaka,et al.  Energy-Saving Effect of the Add-on Energy Recovery System for Electric Motor Drive Systems in the Injection Molding Machine , 2010 .

[15]  Yi Yang,et al.  Multi-objective process parameter optimization for energy saving in injection molding process , 2012, Journal of Zhejiang University SCIENCE A.

[16]  Shahin Rahimifard,et al.  A framework for modelling energy consumption within manufacturing systems , 2011 .

[17]  J. Paetzold,et al.  Integrated methodology for the evaluation of the energy- and cost-effectiveness of machine tools , 2012 .

[18]  Sami Kara,et al.  An empirical model for predicting energy consumption of manufacturing processes: a case of turning process , 2011 .

[19]  Gang Feng,et al.  Development Overview and Direction of Energy-Saving Technology on Plastic Injection Molding Machine , 2012 .

[20]  Shahin Rahimifard,et al.  Minimising Embodied Product Energy to support energy efficient manufacturing , 2010 .

[21]  Donald V. Rosato,et al.  Injection Molding Handbook , 1985 .

[22]  Christoph Herrmann,et al.  Energy Efficiency Measures for the Design and Operation of Machine Tools: An Axiomatic Approach , 2011 .

[23]  Vukica Jovanovic,et al.  Energy efficiency optimization of air supply system in a water bottle manufacturing system , 2014 .

[24]  A. Kanungo,et al.  All Electric Injection Molding Machines: How Much Energy Can You Save? , 2008 .

[25]  Hongjuan Zhang Comparative Study on Energy Efficiency of the Electro-hydraulic Control System in Injection Molding Machine , 2012 .

[26]  Robin Kent External Benchmarking of Injection Molding Energy Efficiency , 2009 .

[27]  Pengcheng Xie,et al.  Automatic control and energy-saving mechanism of internal circulation two-platen injection molding machine , 2010, 2010 International Conference on Mechanic Automation and Control Engineering.

[28]  Congbo Li,et al.  An integrated method for assessing the energy efficiency of machining workshop , 2013 .

[29]  Sami Kara,et al.  Unit Process Energy Consumption Models for Material Addition Processes: A Case of the Injection Molding Process , 2012 .

[30]  Wim Dewulf,et al.  Methodology for systematic analysis and improvement of manufacturing unit process life cycle inventory (UPLCI) Part 1: Methodology Description , 2011 .

[31]  Elsa Henriques,et al.  Assessment of Energy Consumption in Injection Moulding Process , 2012 .

[32]  Qu Jin-ping Application of Accumulator to Entire Hydraulic Injection Molding Machine and Its Energy-saving Effect Analysis , 2010 .

[33]  T. Gutowski,et al.  An Environmental Analysis of Injection Molding , 2006, Proceedings of the 2006 IEEE International Symposium on Electronics and the Environment, 2006..

[34]  Lih-Sheng Turng,et al.  A new microcellular injection molding process for polycarbonate using water as the physical blowing agent , 2012 .

[35]  Lin Li,et al.  Energy requirements evaluation of milling machines based on thermal equilibrium and empirical modelling , 2013 .

[36]  Stamatis Karnouskos,et al.  Energy efficiency driven process analysis and optimization in discrete manufacturing , 2009, 2009 35th Annual Conference of IEEE Industrial Electronics.

[37]  Janet M. Twomey,et al.  Operational methods for minimization of energy consumption of manufacturing equipment , 2007 .

[38]  Tim A. Osswald,et al.  Injection molding handbook , 2008 .

[39]  P. Sheng,et al.  A framework for analyzing energy efficient injection-molding die design , 1996, Proceedings of the 1996 IEEE International Symposium on Electronics and the Environment. ISEE-1996.

[40]  Christoph Herrmann,et al.  An Investigation into Fixed Energy Consumption of Machine Tools , 2011 .

[41]  Christoph Herrmann,et al.  Energy oriented simulation of manufacturing systems - Concept and application , 2011 .

[42]  Sangkee Min,et al.  Development of an energy consumption monitoring procedure for machine tools , 2012 .

[43]  Ram D. Sriram,et al.  A Systematic Methodology for Accurate Design-Stage Estimation of Energy Consumption for Injection Molded Parts , 2010 .

[44]  Björn Johansson,et al.  Simulation and Analysis for Sustainability in Manufacturing Processes , 2011 .

[45]  Salvatore Manco,et al.  Energy efficiency measurement in industrial processes , 2012 .