000			02697nam a2200265za04500
001			17338
008			050703s2011 xxu eng d
020			_a9781441996138 99781441996138
082			_a658.26 _b223
100			_aReddy, T. Agami. _eauthor. _934141
245			_aApplied Data Analysis and Modeling for Energy Engineers and Scientists _h[electronic resource] / _cby T. Agami Reddy.
300			_aX, 660p. 313 illus. _bonline resource.
505			_aModels, data analysis and decision making -- Probability concepts and probability distributions -- Data collection and preliminary data analysis -- Making statistical inferences from samples -- Estimation of linear model parameters using least squares -- Designed experiments and analysis of non-intrusive data -- Time series models -- Topics in optimization, parameter estimation and clustering methods -- Inverse problems and illustrative examples -- Decision analysis and risk modeling.
520			_aApplied 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 is an ideal volume for researchers, practitioners, and senior level or graduate students working in energy engineering, mathematical modeling and other related areas.
650			_aEngineering. _996
650			_934143 _aENERGY, EFFICIENCY (INCL. BUILDINGS)
650			_934142 _aENERGY
650			_933702 _aENGINEERING THERMODYNAMICS, HEAT AND MASS TRANSFER
650			_933908 _aPROBABILITY TEORY AND STOCHASTIC PROCESSES
650			_933907 _aDISTRIBUTION (PROBABILITY THEORY)
650			_933838 _aSTATICS FOR ENGINEERING, PHYSICS, COMPUTERS SCIENCE, CHEMISTRY AND EARTH SCIENCES
710			_aSpringerLink (Online service) _9111
856			_uhttp://springer.escuelaing.metaproxy.org/book/10.1007/978-1-4419-9613-8 _yir a documento _qURL
942			_2ddc _cCF
999			_c13963 _d13963