Methodology for combined use of data envelopment analysis and life cycle assessment applied to food waste management

被引:48
|
作者
Cristobal, Jorge [1 ]
Limleamthong, Phantisa [2 ,3 ]
Manfredi, Simone [1 ]
Guillen-Gosalbez, Gonzalo [3 ,4 ]
机构
[1] European Commiss, JRC, IES, Sustainabil Assessment Unit, Via E Fermi, I-21027 Ispra, Varese, Italy
[2] Univ Manchester, Ctr Proc Integrat, Sch Chem Engn & Analyt Sci, Manchester M13 9PL, Lancs, England
[3] Imperial Coll London, Ctr Proc Syst Engn, London SW7 2AZ, England
[4] Univ Rovira & Virgili, Dept Engn Quim, Av Paisos Catalans 26, Tarragona 43007, Spain
关键词
Food waste; Data envelopment analysis; Environmental sustainability; Life cycle assessment; Mathematical programming; ENVIRONMENTAL IMPACTS; DISPOSAL OPTIONS; EFFICIENCY; SYSTEMS; ENERGY; SLUDGE; DEA;
D O I
10.1016/j.jclepro.2016.06.085
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A considerable amount of food is wasted every year around the world. This makes it necessary to manage and treat such food waste while trying to minimize impacts to the environment. The most common options for treating food waste include anaerobic digestion, composting, incineration and landfilling. The aims of this paper are (1) to develop a 3-stage methodology which capitalizes on the DEA + LCA framework proposed recently in the literature and combines data envelopment analysis, life cycle assessment and process retrofit into a single consistent framework; and (2) the application of this methodology to the assessment and retrofit of a number of technological options for food waste management. In essence, it starts by assessing the management options with respect to 12 environmental indicators(recommended in the European Commission Product Environmental Footprint method). With this information at hand, data envelopment analysis is applied to identify efficient and inefficient options. For the latter group, improvement targets are calculated, which are then used in the last stage of the methodology to guide retrofit actions to be implemented in the inefficient options so as to improve them. The capabilities of this methodology are illustrated by means of a case study that analyses 6 management options in an average European context. Results show that 4 of the 6 options are deemed efficient, while the other 2 are considered inefficient. A contribution analysis of the life cycle assessment results in the inefficient options is finally used to link the estimated reduction targets in every impact category with the specific processes of the food waste management options. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:158 / 168
页数:11
相关论文
共 50 条
  • [1] Combined application of life cycle assessment and data envelopment analysis as a methodological approach for the assessment of fisheries
    Ian Vázquez-Rowe
    Diego Iribarren
    Maria Teresa Moreira
    Gumersindo Feijoo
    The International Journal of Life Cycle Assessment, 2010, 15 : 272 - 283
  • [2] Combined application of life cycle assessment and data envelopment analysis as a methodological approach for the assessment of fisheries
    Vazquez-Rowe, Ian
    Iribarren, Diego
    Teresa Moreira, Maria
    Feijoo, Gumersindo
    INTERNATIONAL JOURNAL OF LIFE CYCLE ASSESSMENT, 2010, 15 (03): : 272 - 283
  • [3] Food waste management by life cycle assessment of the food chain
    Ohlsson, T
    JOURNAL OF FOOD SCIENCE, 2004, 69 (03) : R107 - R109
  • [4] Integrated life cycle assessment with data envelopment analysis for enhancing medical waste management during a public health crisis
    Lu, Duan
    Iqbal, Asad
    Zan, Feixiang
    Liu, Xiaoming
    Dong, Zijun
    Jiang, Chengchun
    Chen, Guanghao
    JOURNAL OF CLEANER PRODUCTION, 2023, 426
  • [5] Life cycle assessment of food waste management options
    Lundie, S
    Peters, GM
    JOURNAL OF CLEANER PRODUCTION, 2005, 13 (03) : 275 - 286
  • [6] Potential greenhouse gas emission reductions in soybean farming: a combined use of Life Cycle Assessment and Data Envelopment Analysis
    Mohammadi, Ali
    Rafiee, Shahin
    Jafari, Ali
    Dalgaard, Tommy
    Knudsen, Marie Trydeman
    Keyhani, Alireza
    Mousavi-Avval, Seyed H.
    Hermansen, John E.
    JOURNAL OF CLEANER PRODUCTION, 2013, 54 : 89 - 100
  • [7] Combined use of life cycle assessment, data envelopment analysis and Monte Carlo simulation for quantifying environmental efficiencies under uncertainty
    Ewertowska, A.
    Pozo, C.
    Gavalda, J.
    Jimenez, L.
    Guillen-Gosalbez, G.
    JOURNAL OF CLEANER PRODUCTION, 2017, 166 : 771 - 783
  • [8] Life Cycle Assessment of an Innovative Food Waste Management System
    Elginoz, Nilay
    Khatami, Kasra
    Owusu-Agyeman, Isaac
    Cetecioglu, Zeynep
    FRONTIERS IN SUSTAINABLE FOOD SYSTEMS, 2020, 4
  • [9] Screening of socio-economic indicators for sustainability assessment: a combined life cycle assessment and data envelopment analysis approach
    Iribarren, Diego
    Martin-Gamboa, Mario
    O'Mahony, Tadhg
    Dufour, Javier
    INTERNATIONAL JOURNAL OF LIFE CYCLE ASSESSMENT, 2016, 21 (02): : 202 - 214
  • [10] Screening of socio-economic indicators for sustainability assessment: a combined life cycle assessment and data envelopment analysis approach
    Diego Iribarren
    Mario Martín-Gamboa
    Tadhg O’Mahony
    Javier Dufour
    The International Journal of Life Cycle Assessment, 2016, 21 : 202 - 214