Data Mining Approaches for Life Cycle Assessment

被引：0

作者：

Sundaravaradan, Naren ^{[1
,2
]}

Marwah, Manish

Shah, Amip

Ramakrishnan, Naren ^{[1
,2
]}

机构：

[1] Virginia Polytech Inst & State Univ Virginia Tech, Dept Comp Sci, Blacksburg, VA 24061 USA

[2] Virginia Polytech Inst & State Univ, Dept Comp Sci, Blacksburg, VA 24061 USA

来源：

2011 IEEE INTERNATIONAL SYMPOSIUM ON SUSTAINABLE SYSTEMS AND TECHNOLOGY (ISSST) | 2011年

关键词：

Data mining; environmental management; green design; environmental factors; INVENTORY ANALYSIS; UNRESOLVED PROBLEMS; PART; FRAMEWORK; SCOPE; GOAL;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

To reduce the cost associated with screening lifecycle assessments (LCAs), we propose treating LCA as a data mining problem and automating the process of assigning impact factors to inventory components. We describe three sub-problems involved in automating LCA and provide illustrative case studies for each. The results from an automated data mining approach are comparable to those obtained from the more laborious manual LCA process.

引用

页数：6

共 50 条

[1] Life Cycle Assessment of Bitcoin Mining
Kohler, Susanne
Pizzol, Massimo
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2019, 53 (23) : 13598 - 13606
[2] An Enhanced Data Mining Life Cycle
Hofmann, Markus
Tierney, Brendan
2009 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DATA MINING, 2009, : 109 - 117
[3] Life cycle assessment of opencast lignite mining
Lukasz Lelek
Joanna Kulczycka
International Journal of Coal Science & Technology, 2021, 8 : 1272 - 1287
[4] Predictive usage mining for life cycle assessment
Ma, Jungmok
Kim, Harrison M.
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2015, 38 : 125 - 143
[5] Life cycle assessment of landfill mining project
Gusca, Julija
Fainzilbergs, Maksims
Muizniece, Indra
INTERNATIONAL SCIENTIFIC CONFERENCE ENVIRONMENTAL AND CLIMATE TECHNOLOGIES, CONECT 2014, 2015, 72 : 322 - 328
[6] Application of life cycle assessment in the mining industry
Awuah-Offei, Kwame
Adekpedjou, Akim
INTERNATIONAL JOURNAL OF LIFE CYCLE ASSESSMENT, 2011, 16 (01): : 82 - 89
[7] Application of life cycle assessment in the mining industry
Kwame Awuah-Offei
Akim Adekpedjou
The International Journal of Life Cycle Assessment, 2011, 16 : 82 - 89
[8] Life cycle assessment of opencast lignite mining
Lelek, Lukasz
Kulczycka, Joanna
INTERNATIONAL JOURNAL OF COAL SCIENCE & TECHNOLOGY, 2021, 8 (06) : 1272 - 1287
[9] Matrix approaches to abridged life cycle assessment
Graedel, T.E.
Allenby, H.R.
Comrie, P.R.
Environmental Science and Technology, 1995, 29 (03):
[10] Environmental management and life cycle approaches in the Mexican mining industry
Suppen, Nydia
Carranza, Mario
Huerta, Mario
Hernandez, Mario A.
JOURNAL OF CLEANER PRODUCTION, 2006, 14 (12-13) : 1101 - 1115

← 1 2 3 4 5 →