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Applied Data Analysis and Modeling for Energy Engineers and
Scientists fills an identified gap in engineering and science
education and practice for both students and practitioners. It
demonstrates how to apply concepts and methods learned in disparate
courses such as mathematical modeling, probability,statistics,
experimental design, regression, model building, optimization, risk
analysis and decision-making to actual engineering processes and
systems. The text provides a formal structure that offers a basic,
broad and unified perspective,while imparting the knowledge, skills
and confidence to work in data analysis and modeling. This volume
uses numerous solved examples, published case studies from the
author's own research, and well-conceived problems in order to
enhance comprehension levels among readers and their understanding
of the "processes"along with the tools.
Applied Data Analysis and Modeling for Energy Engineers and
Scientists fills an identified gap in engineering and science
education and practice for both students and practitioners. It
demonstrates how to apply concepts and methods learned in disparate
courses such as mathematical modeling, probability,statistics,
experimental design, regression, model building, optimization, risk
analysis and decision-making to actual engineering processes and
systems. The text provides a formal structure that offers a basic,
broad and unified perspective,while imparting the knowledge, skills
and confidence to work in data analysis and modeling. This volume
uses numerous solved examples, published case studies from the
author's own research, and well-conceived problems in order to
enhance comprehension levels among readers and their understanding
of the "processes"along with the tools.
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