Analytics for Smart Energy Management Tools and Applications for Sustainable Manufacturing

This book introduces the issues and problems that arise when implementing smart energy management for sustainable manufacturing in the automotive manufacturing industry and the analytical tools and applications to deal with them. It uses a number of illustrative examples to explain energy management...

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Bibliographic Details
Main Authors: Oh, Seog-Chan, Hildreth, Alfred J. (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2016, 2016
Edition:1st ed. 2016
Series:Springer Series in Advanced Manufacturing
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Introduction
  • Energy Performance Analysis: Stochastic Frontier Analysis (SFA) and Data Envelopment Analysis (DES) for Energy Performance Analysis
  • Energy Decision-Making 1: Strategic Planning of Sustainable Manufacturing Projects based on Stochastic Programming
  • Energy Decision-Making 2: Demand Response Option Contract Decision based on Stochastic Programming
  • Pattern-based Energy Consumption Analysis by Chaining Principle Component Analysis and Logistic Regression
  • Ontology-enabled Knowledge Management in Environmental Regulations and Incentive Policies
  • Energy Simulation Using EnergyPlusTM for Building and Process Energy Balance
  • Energy Management Process for businesses
  • Energy Efficiency Accounting to Demonstrate Performance