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Analytics for Smart Energy Management

Part of the Springer Series in Advanced Manufacturing Book Series

DOI: 10.1007/978-3-319-32729-7

ISBN: 978-3-319-32728-0

Publisher: Springer International Publishing - Springer Journals

Apr 16, 2016

1 - 9 of 9 Chapters

Available

Introduction

Oh, Seog-Chan; Hildreth, Alfred J.

Pages: 1 –27

[The goal of this chapter is to introduce subjects and methods covered in this book and give an overview of the remaining chapters. It first gives the background of sustainable manufacturing and reviews energy consumption in US automotive industry. Then, it discusses the energy and environment...
Available

Energy Performance Analysis: Stochastic Frontier Analysis (SFA) and Data Envelopment Analysis (DES) for Energy Performance Analysis

Oh, Seog-Chan; Hildreth, Alfred J.

Pages: 29 –77

[Energy performance analysis in the car manufacturing industry is intriguing. The car manufacturing industry, one of the largest energy consuming industries, has been making a considerable effort to improve its energy intensity by implementing energy efficiency programs, in many cases supported...
Available

Energy Decision-Making 1: Strategic Planning of Sustainable Manufacturing Projects Based on Stochastic Programming

Oh, Seog-Chan; Hildreth, Alfred J.

Pages: 79 –108

[The need of energy decision making happens in realizing sustainable manufacturing. Many companies in the manufacturing industry have realized the importance of sustainability and have made a strategic move toward sustainable manufacturing to face the uncertainty of future energy availability and...
Available

Energy Decision-Making 2: Demand Response Option Contract Decision Based on Stochastic Programming

Oh, Seog-Chan; Hildreth, Alfred J.

Pages: 109 –135

[The need of energy decision making happens in smart grids. Smart grids enable a two-way energy demand response capability through which a utility company offers its industrial customers various call options for energy load curtailment. If a customer has the capability to accurately determine...
Available

Pattern-Based Energy Consumption Analysis by Chaining Principle Component Analysis and Logistic Regression

Oh, Seog-Chan; Hildreth, Alfred J.

Pages: 137 –177

[It is often required to carry out sensor-based condition monitoring for machines or operations (e.g., machining centre, foundry) during production to ensure the effectiveness. Due to the requirements of a non-invasive installation or no interruption during production, however, it may be...
Available

Ontology-Enabled Knowledge Management in Environmental Regulations and Incentive Policies

Oh, Seog-Chan; Hildreth, Alfred J.

Pages: 179 –197

[It is critical for global manufacturing enterprises to know and understand regional and local environmental regulations and incentive programs/polices. However, there has been little research aimed at acquiring and disseminating the knowledge of environmental regulations and incentive policies...
Available

Energy Simulation Using EnergyPlus™ for Building and Process Energy Balance

Oh, Seog-Chan; Hildreth, Alfred J.

Pages: 199 –244

[Recently, the importance of balancing building and process energy in manufacturing is growing because both comfortable working environment and energy efficiency have emerged as important element for advancing the manufacturing system. One way of achieving the balance is to optimize the operation...
Available

Energy Management Process for Businesses

Oh, Seog-Chan; Hildreth, Alfred J.

Pages: 245 –268

[Energy use is a large, but mandatory, expense incurred by manufacturers or facility operators and contributes to Greenhouse Gas (GHG) emissions. Depending on the type of business, energy cost can range from less than 1 % of operating expense to more than 30 %. Additionally, energy use in...
Available

Energy Efficiency Accounting to Demonstrate Performance

Oh, Seog-Chan; Hildreth, Alfred J.

Pages: 269 –290

[An important method to reduce Greenhouse gas and energy is through energy efficiency projects. To gain top-level support and funding, a systematic approach is best using data and benchmarking other companies. Explaining why support and funding is required is the first step toward selling the...

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