Data-Driven Modeling and Analysis of Energy Efficiency of Geographically Distributed Manufacturing

被引：2

作者：

Amini-Rankouhi, Aida ^{[1
]}

Smith, Sawyer ^{[2
]}

Akgun, Halit ^{[1
]}

Huang, Yinlun ^{[1
]}

机构：

[1] Wayne State Univ, Dept Chem Engn & Mat Sci, 5050 Anthony Wayne Dr, Detroit, MI 48202 USA

[2] Wayne State Univ, Dept Econ, 656 W Kirby St, Detroit, MI 48202 USA

来源：

SMART AND SUSTAINABLE MANUFACTURING SYSTEMS | 2018年 / 2卷 / 02期

基金：

美国国家科学基金会;

关键词：

energy efficiency; carbon dioxide emission; manufacturing;

D O I：

10.1520/SSMS20180029

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Industries consume about one third of the total energy in the United States. In manufacturing sectors, significant energy loss occurs in various types of process systems and energy generation, conversion, and distribution steps. Over the past decades, various organizations have conducted a variety of analyses on national-level manufacturing activity and energy use, which have helped manufacturing sectors understand challenges in energy sustainability. It is recognized that integrated use of the openly accessible data may generate new information about energy efficiency and environmental impact in different manufacturing regions in the United States. In this work, we introduce a general data-driven modeling and analysis method to study energy consumption, energy loss, and carbon dioxide emission in the manufacturing sectors in geographically different regions. Case studies will illustrate methodological applicability and efficacy.

引用

页码：154 / 176

页数：23

共 30 条

[1]

American Council of an Energy Efficient Economy, 2012, STAT EN EFF SCOR

[2]

American Council of an Energy Efficient Economy, 2018, STAT EN EFF SCOR

[3]

[Anonymous], 2018, MONTHL EN REV

[4]

[Anonymous], 2017, WORLD EN OUTL

[5]

British Petroleum, 2017, BP STAT REV WORLD EN

[6] ENERGY BUDGETS .1. ENERGY COSTS - REVIEW OF METHODS [J].

CHAPMAN, PF .

ENERGY POLICY, 1974, 2 (02) :91-103

[7] MEASURING EFFICIENCY OF DECISION-MAKING UNITS [J].

CHARNES, A ;

COOPER, WW ;

RHODES, E .

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) :429-444

[8] Urban energy consumption: Different insights from energy flow analysis, input-output analysis and ecological network analysis [J].

Chen, Shaoqing ;

Chen, Bin .

APPLIED ENERGY, 2015, 138 :99-107

[9] Energy and material flow through the urban ecosystem [J].

Decker, EH ;

Elliott, S ;

Smith, FA ;

Blake, DR ;

Rowland, FS .

ANNUAL REVIEW OF ENERGY AND THE ENVIRONMENT, 2000, 25 :685-740

[10]

Energetics Incorporated, 2012, US MAN EN US GREENH

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