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Statistics for Engine Optimization - Simon P. Edwards

Statistics for Engine Optimization

By: Simon P. Edwards (Editor), Daniel M. Grove (Editor), Henry P. Wynn (Editor)

Hardcover Published: 3rd November 2000
ISBN: 9781860582011
Number Of Pages: 208

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Today&#8217;s practising engineer faces the triple challenge of tighter targets, more variables, and less time. Traditional approaches are losing the battle, but an unexpected ally is at hand. Statistical techniques are becoming accessible<br> and they offer the possibility of facing the challenge with increased confidence. <i>Statistics for Engine Optimization</i> offers the knowledge and experience of the engineers and the statisticians who are collaborating to use these techniques and expand the tool kit.<br> <p> CONTENTS INCLUDE: <ul> <li> <div>The role of statistics in the engine development process</div> <li> <div>Issues arising from statistical engine testing</div> <li> <div>Practical implementation of design of experiments in engine development</div> <li> <div>Statistical modelling of engine systems</div> <li> <div>Applying design of experiments to the optimization of heavy-duty diesel engine operating parameters</div> <li> <div>Engine mapping: a two-stage regression approach based on spark sweeps</div> <li> <div>The application of an automatic calibration optimization tool to direct injection diesels</div> <li> <div>An investigation of the utilization of genetic programming techniques for response curve modelling</div> </ul>

Editors' introduction: statistics for engine optimizationp. 1
The role of statistics in the engine development processp. 9
Issues arising from statistical engine testingp. 37
Practical implementation of design of experiments in engine developmentp. 49
Statistical modelling of engine systemsp. 61
Applying design of experiments to the optimization of heavy-duty diesel engine operating parametersp. 83
Engine mapping: a two-stage regression approach based on spark sweepsp. 99
The application of an automatic calibration optimization tool to direct-injection dieselsp. 109
An investigation of the utilization of genetic programming techniques for response curve modellingp. 125
Using neural networks in the characterization and manipulation of engine datap. 145
Empirical modelling of diesel engine performance for robust engineering designp. 163
Improved engine design and development processesp. 175
Subject Indexp. 187
Table of Contents provided by Syndetics. All Rights Reserved.

ISBN: 9781860582011
ISBN-10: 186058201X
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 208
Published: 3rd November 2000
Country of Publication: GB
Dimensions (cm): 24.0 x 16.5  x 1.8
Weight (kg): 0.58
Edition Number: 1

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