The application of life cycle assessment to process optimisation

Abstract One of the main potential uses of life cycle assessment (LCA) in environmental management is for identifying options for environmental improvements of a system in which complete supply chains are considered. The main problem, however, lies in finding the optimum improvement strategies and choosing the best alternative in a decision environment with multiple, and often conflicting, objectives. To aid the decision-making process, this paper proposes the use of multiobjective optimisation (MO), whereby the system is simultaneously optimised on a number of environmental objective functions, defined and quantified through the LCA approach. This results in a Pareto or noninferior surface, with a range of environmental optima, from which the best compromise solution for improving the environmental performance of the system can be chosen. However, system improvements cannot be based solely on environmental considerations and other factors, including socio-economic, must be considered in parallel. This paper also shows that MO coupled with LCA provides a powerful tool for balancing environmental and economic performance, thus enabling the choice of best practicable environmental option (BPEO) and best available technique not entailing excessive cost (BATNEEC). The value of this approach in environmental system analysis lies in providing a set of alternative optimal options for system improvements rather than a single prescriptive solution, which may be optimal but not necessarily appropriate for a particular situation. A decision–aid tool–optimum LCA performance (OLCAP)–has been developed for these purposes. OLCAP is tested and demonstrated by application to a case study of an existing mineral-processing system producing boron products. It is shown that LCA can successfully be combined with optimisation techniques to satisfy both economic and environmental criteria for more sustainable performance of the product system over the whole life cycle.

[1]  R. Clift,et al.  Relationships Between Environmental Impacts and Added Value Along the Supply Chain , 2000 .

[2]  Efstratios N. Pistikopoulos,et al.  Minimizing the environmental impact of process Plants: A process systems methodology , 1995 .

[3]  Ching-Lai Hwang,et al.  Multiple Attribute Decision Making: Methods and Applications - A State-of-the-Art Survey , 1981, Lecture Notes in Economics and Mathematical Systems.

[4]  Adisa Azapagic,et al.  Life cycle assessment and linear programming environmental optimisation of product system , 1995 .

[5]  C. Floudas Nonlinear and Mixed-Integer Optimization: Fundamentals and Applications , 1995 .

[6]  Adisa Azapagic,et al.  Environmental System Analysis: The Application of Linear Programming to Life Cycle Assessment Volume 1 , 1996 .

[7]  I Tommasi,et al.  Carbon dioxide utilisation in the chemical industry , 1997 .

[8]  Andrew G. Livingston,et al.  Environmental impact considerations in the optimal design and scheduling of batch processes , 1997 .

[9]  R. Frischknecht,et al.  Life‐cycle assessment of photovoltaic systems: results of Swiss studies on energy chains , 1998 .

[10]  J. G. Petrie,et al.  Life cycle assessment applied to process design: Environmental and economic analysis and optimization of a nitric acid plant , 1996 .

[11]  James A. Fava,et al.  A Technical Framework for Life-Cycle Assessment , 1994 .

[12]  Mary Ann Curran Life-cycle based government policies a survey , 1997 .

[13]  S. Criel,et al.  Green design of telecom products: the ADSL high speed modem as a case study , 1998 .

[14]  Jacquetta Lee,et al.  Critical review of life cycle analysis and assessment techniques and their application to commercial activities , 1995 .

[15]  T. Stewart A CRITICAL SURVEY ON THE STATUS OF MULTIPLE CRITERIA DECISION MAKING THEORY AND PRACTICE , 1992 .

[16]  R. Heijungs,et al.  Environmental life cycle assessment of products : guide and backgrounds (Part 2) , 1992 .

[17]  M. Franke,et al.  Okobilanzierung — Sachbilanz für die Waschmittel-Konfektionierung/ Life-Cycle-Assessment — Life-Cycle Inventory for Detergent Manufacturing , 1995 .

[18]  R. Clift,et al.  Measuring Corporate Environmental Performance: The ICI Environmental Burden System , 1997 .

[19]  W. Edwards,et al.  Decision Analysis and Behavioral Research , 1986 .

[20]  George B. Dantzig,et al.  Linear programming and extensions , 1965 .

[21]  Ching-Lai Hwang,et al.  Multiple attribute decision making : an introduction , 1995 .

[22]  D. J. Brennan,et al.  Application of life cycle assessment to process selection for pollutant treatment : A case study of sulphur dioxide emissions from Australian metallurgical smelters , 1996 .

[23]  John Adams,et al.  The Emperor's Old Clothes: The Curious Comeback of Cost-benefit Analysis , 1993, Environmental Values.

[24]  Adisa Azapagic,et al.  WHOLE SYSTEM MODELLING AND LIFE CYCLE ASSESSMENT , 1995 .

[25]  W. Ames Mathematics in Science and Engineering , 1999 .

[26]  Michael Jacobs,et al.  The Green Economy: Environment, Sustainable Development and the Politics of the Future , 1992 .

[27]  Ching-Lai Hwang,et al.  Mathematical programming with multiple objectives: A tutorial , 1980, Comput. Oper. Res..

[28]  Eur Ing Harry Audus IEA Greenhouse Gas R&D Programme: Full fuel cycle studies , 1996 .

[29]  M. Curran Life-cycle Assessment: Inventory Guidelines and Principles , 1994 .

[30]  Adisa Azapagic,et al.  Life cycle assessment and multiobjective optimisation , 1999 .

[31]  H. Fawcett Manual of Political Economy , 1995 .

[32]  Adisa Azapagic,et al.  Linear programming as a tool in life cycle assessment , 1998 .

[33]  Gjalt Huppes,et al.  Quantitative life cycle assessment of products 2. Classification, valuation and improvement analysis , 1993 .

[34]  M. Tekawa,et al.  Development of Life Cycle Assessment software and application to Personal Computer assessment : Environmentally friendly products and manufacturing technologies , 1998 .

[35]  Ryuji Matsuhashi,et al.  Model analyses for sustainable energy supply taking resource and environmental constraints into consideration , 1996 .

[36]  Nicholas L. Griffin A clean technology approach for nuclear fuel reprocessing , 1997 .

[37]  M. Nicholas Legislation's going holistic , 1998 .

[38]  Naoya Yoda,et al.  Life Cycle Assessment in Polymer Industry Toward the 21st Century , 1996 .

[39]  Amy R. Ciric,et al.  Economic sensitivity analysis of waste treatment costs in source reduction projects: Continuous optimization problems , 1994 .

[40]  George Stephanopoulos,et al.  Generation and assessment of batch processes with ecological considerations , 1995 .

[41]  Ian D. Dobson,et al.  Life cycle assessment for painting processes: putting the VOC issue in perspective , 1996 .

[42]  Adisa Azapagic,et al.  Life cycle assessment: A tool for innovation and improved environmental performance , 2000 .

[43]  Adisa Azapagic,et al.  THE APPLICATION OF LIFE CYCLE ASSESSMENT TO PROCESS SELECTION, DESIGN AND OPERATION , 1999 .

[44]  P. J. Roeleveld,et al.  Sustainability of municipal wastewater treatment , 1997 .

[45]  Gregory A. Keoleian,et al.  The application of life cycle assessment to design , 1993 .

[46]  Neil Emmott,et al.  INTEGRATED POLLUTION PREVENTION AND CONTROL: UK AND EC APPROACHES AND POSSIBLE NEXT STEPS , 1996 .

[47]  Adisa Azapagic,et al.  Assessing Management Options for Wastewater Treatment Works in the Context of Life Cycle Assessment. , 1998 .

[48]  V. Manousiouthakis,et al.  Automatic synthesis of mass-exchange networks with single-component targets , 1990 .

[49]  A. C. Hoffmann,et al.  AIChE Symposium Series , 1999 .

[50]  R. L. Keeney,et al.  Decisions with Multiple Objectives: Preferences and Value Trade-Offs , 1977, IEEE Transactions on Systems, Man, and Cybernetics.

[51]  Wulf-Peter Schmidt,et al.  Iterative screening LCA in an eco-design tool , 1997 .

[52]  E. Barbier,et al.  Blueprint for a green economy , 1989 .

[53]  Kiyotaka Tahara,et al.  Evaluation of CO2 payback time of power plants by LCA , 1997 .

[54]  R. Bretz,et al.  Life-Cycle Assessment of Chemical Production Processes: A Tool for Ecological Optimization , 1997, CHIMIA.

[55]  E. Ophus,et al.  Life-cycle assessment of an alkyd emulsion : Improvements in environmental performance , 1996 .

[56]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[57]  Adisa Azapagic,et al.  Environmental management of product system - Application of multiobjective linear programming to life cycle assessment , 1996 .

[58]  Adisa Azapagic,et al.  Life cycle Assessment and its Application to Process Selection, Design and Optimisation , 1999 .

[59]  Henrikke Baumann,et al.  6th SETAC-Europe Meeting: LCA — Selected Papers , 1996 .

[60]  Carlenrico Pesso Life cycle methods and applications: issues and perspectives , 1993 .