A life cycle energy analysis integrated process planning approach to foster the sustainability of discrete part manufacturing

Abstract Recently, a paradigm shift towards environmentally benign manufacturing (EBM) has been evoked in view of the substantially deteriorated environment. To realize more sustainable manufacturing, mitigating the production energy has been recognized as one of the viable strategies. In discrete part manufacturing, different process plans would result in significantly varied production energy. Thus in this investigation, a life cycle energy analysis integrated process planning (LCEA-PP) method is developed to achieve energy-efficient process planning for a certain product design. The life cycle primary energy (LCPE) analysis, considering the energy footprint of a product during virgin material production, product manufacturing and material recycling, is incorporated into the process planning. The case study on an industrial component, produced in two different materials - steel and aluminium, is carried out to demonstrate the effectiveness of the developed approach. The investigation shows that applying the near-net shape (NNS) strategy results in an energy mitigation of over 40% compared to the conventional shape (CS) strategy. However, further analysis demonstrates that the CS strategy can be more energy-efficient under certain manufacturing settings. Therefore, the developed approach is necessitated to support industrial manufacturers to adopt energy-efficient process plans and will effectively help them to achieve more sustainable manufacturing.

[1]  Suk-Hwan Suh,et al.  A green productivity based process planning system for a machining process , 2015 .

[2]  Alessandra Bonoli,et al.  End of Life Vehicles , 2012 .

[3]  Omar Bataineh,et al.  Multi-criteria end milling parameters optimization of AISI D2 steel using genetic algorithm , 2014 .

[4]  Giuseppe Ingarao,et al.  Subtractive versus mass conserving metal shaping technologies: an environmental impact comparison , 2015 .

[5]  M. J. Roberts,et al.  Modified life cycle inventory of aluminium die casting , 2003 .

[6]  Sami Kara,et al.  Towards Energy and Resource Efficient Manufacturing: A Processes and Systems Approach , 2012 .

[7]  Wim Dewulf,et al.  Critical comparison of methods to determine the energy input for discrete manufacturing processes , 2012 .

[8]  Michael F. Ashby,et al.  Materials and the Environment: Eco-informed Material Choice , 2009 .

[9]  David Dornfeld,et al.  Energy Consumption Characterization and Reduction Strategies for Milling Machine Tool Use , 2011 .

[10]  M. Fujishima,et al.  Study of optimal cutting condition for energy efficiency improvement in ball end milling with tool-workpiece inclination , 2012 .

[11]  Wim Dewulf,et al.  Eco-Impact Anticipation by Parametric Screening of Machine System Components , 2004 .

[12]  Joost Duflou,et al.  Optimization of energy consumption and surface quality in finish turning , 2012 .

[13]  Joseph R. Davis,et al.  Special Features of Structure Formation and Properties of Special High-Alloy Alloys of the Al – Si – Cu System , 2023, Metal Science and Heat Treatment.

[14]  John W. Sutherland,et al.  A process planning method for reduced carbon emissions , 2014, Int. J. Comput. Integr. Manuf..

[15]  T. Gutowski,et al.  Environmentally benign manufacturing: Observations from Japan, Europe and the United States , 2005 .

[16]  Juliano Bezerra de Araujo,et al.  Evaluation of Two Competing Machining Processes Based on Sustainability Indicators , 2012 .

[17]  Shahin Rahimifard,et al.  A 'design for energy minimization' approach to reduce energy consumption during the manufacturing phase , 2016 .

[18]  Rana Pant,et al.  Allocation solutions for secondary material production and end of life recovery: Proposals for product policy initiatives , 2014 .

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

[20]  Maria Lee The Industrial Emissions Directive , 2012 .

[21]  P. Sheng,et al.  Multi-Objective Process Planning in Environmentally Conscious Manufacturing: A Feature-Based Approach , 1995 .

[22]  Andrew Jarvis,et al.  Strategies for Minimum Energy Operation for Precision Machining , 2009 .

[23]  Carmita Camposeco-Negrete,et al.  Optimization of cutting parameters using Response Surface Method for minimizing energy consumption and maximizing cutting quality in turning of AISI 6061 T6 aluminum , 2015 .

[24]  F. Klocke Manufacturing Processes 1 , 2011 .

[25]  Hao Tang,et al.  An operation-mode based simulation approach to enhance the energy conservation of machine tools , 2015 .

[26]  Paul Mativenga,et al.  Calculation of optimum cutting parameters based on minimum energy footprint , 2011 .

[27]  Chen Peng,et al.  Minimising the machining energy consumption of a machine tool by sequencing the features of a part , 2017 .

[28]  O. Edenhofer,et al.  Climate change 2014 : mitigation of climate change , 2014 .

[29]  Weidong Li,et al.  A Systematic Approach of Process Planning and Scheduling Optimization for Sustainable Machining , 2015, Sustainable Manufacturing and Remanufacturing Management.

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

[31]  Sung-Hoon Ahn,et al.  A comparison of energy consumption in bulk forming, subtractive, and additive processes: Review and case study , 2014 .

[32]  Joost Duflou,et al.  Energy-based optimization of the material stock allowance for turning-grinding process sequence , 2014 .

[33]  Stephanie K. Dalquist,et al.  Life Cycle Analysis of Conventional Manufacturing Techniques: Sand Casting , 2004 .

[34]  Kuang-Oscar Yu,et al.  Modeling for Casting and Solidification Processing , 2001 .

[35]  Aie,et al.  Tracking Industrial Energy Efficiency and CO2 Emissions , 2007 .

[36]  D. Meadows,et al.  The Limits to Growth , 1972 .

[37]  Makoto Fujishima,et al.  A study on energy efficiency improvement for machine tools , 2011 .

[38]  Bo Björkman,et al.  Recycling of Steel , 2014 .

[39]  Renzhong Tang,et al.  Estimating machining-related energy consumption of parts at the design phase based on feature technology , 2015 .

[40]  Marco Taisch,et al.  Modelling and analysis of energy footprint of manufacturing systems , 2015 .

[41]  David Dornfeld,et al.  Green Manufacturing and Sustainable Manufacturing Partnership Title Design and Operation Strategies for Green Machine Tool Development , 2010 .

[42]  Sami Kara,et al.  Unit process energy consumption models for material removal processes , 2011 .

[43]  Yan Wang,et al.  A modeling method for hybrid energy behaviors in flexible machining systems , 2015 .

[44]  H. Kaebernick Green manufacturing, fundamentals and applications , 2014 .

[45]  S. Al-Athel,et al.  Report of the World Commission on Environment and Development: "Our Common Future" , 1987 .