Search results: Found 2

Listing 1 - 2 of 2
Sort by
Small Sample Size Solutions

Authors: ---
ISBN: 9780367221898 9780367222222 9780429273872 Year: Pages: 284 Language: English
Publisher: Taylor & Francis
Subject: Psychology
Added to DOAB on : 2020-03-04 11:21:02
License:

Loading...
Export citation

Choose an application

Abstract

Researchers often have difficulties collecting enough data to test their hypotheses, either because target groups are small or hard to access, or because data collection entails prohibitive costs. Such obstacles may result in data sets that are too small for the complexity of the statistical model needed to answer the research question. This unique book provides guidelines and tools for implementing solutions to issues that arise in small sample research. Each chapter illustrates statistical methods that allow researchers to apply the optimal statistical model for their research question when the sample is too small. This essential book will enable social and behavioral science researchers to test their hypotheses even when the statistical model required for answering their research question is too complex for the sample sizes they can collect. The statistical models in the book range from the estimation of a population mean to models with latent variables and nested observations, and solutions include both classical and Bayesian methods. All proposed solutions are described in steps researchers can implement with their own data and are accompanied with annotated syntax in R. The methods described in this book will be useful for researchers across the social and behavioral sciences, ranging from medical sciences and epidemiology to psychology, marketing, and economics.

Modeling and Simulation of Energy Systems

Author:
ISBN: 9783039215188 9783039215195 Year: Pages: 496 DOI: 10.3390/books978-3-03921-519-5 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Technology (General) --- General and Civil Engineering
Added to DOAB on : 2019-12-09 11:49:16
License:

Loading...
Export citation

Choose an application

Abstract

Energy Systems Engineering is one of the most exciting and fastest growing fields in engineering. Modeling and simulation plays a key role in Energy Systems Engineering because it is the primary basis on which energy system design, control, optimization, and analysis are based. This book contains a specially curated collection of recent research articles on the modeling and simulation of energy systems written by top experts around the world from universities and research labs, such as Massachusetts Institute of Technology, Yale University, Norwegian University of Science and Technology, National Energy Technology Laboratory of the US Department of Energy, University of Technology Sydney, McMaster University, Queens University, Purdue University, the University of Connecticut, Technical University of Denmark, the University of Toronto, Technische Universität Berlin, Texas A&M, the University of Pennsylvania, and many more. The key research themes covered include energy systems design, control systems, flexible operations, operational strategies, and systems analysis. The addressed areas of application include electric power generation, refrigeration cycles, natural gas liquefaction, shale gas treatment, concentrated solar power, waste-to-energy systems, micro-gas turbines, carbon dioxide capture systems, energy storage, petroleum refinery unit operations, Brayton cycles, to name but a few.

Keywords

cogeneration --- process integration --- solar energy --- thermal storage --- desalination --- optimization --- naphtha recovery unit --- statistical model --- simulation --- optimization --- concentrating solar thermal --- CST --- concentrating solar power --- CSP --- parabolic trough --- PTC --- thermal storage --- industrial process heat --- hybrid solar --- power plants --- supervisory control --- dynamic simulation --- dynamic optimization --- optimal control --- post-combustion CO2 capture --- energy efficiency --- time-varying operation --- shale gas condensate --- process synthesis and design --- shale gas condensate-to-heavier liquids --- technoeconomic analysis --- supercritical carbon dioxide --- recompression cycle --- combined cycle --- efficiency --- organic Rankine cycle --- exergy loss --- second law efficiency --- auto thermal reformer --- palladium membrane hydrogen separation --- polymer electrolyte membrane fuel cell (PEMFC) --- multi-loop control --- nonsmooth modeling --- process simulation --- DMR liquefaction processes --- fuel cost minimization problem --- FCMP --- piecewise-linear function generation --- linearization --- natural gas transportation --- compressor modeling --- compressibility factor --- isentropic exponent --- friction factor --- demand response --- energy management --- energy storage --- optimal battery operation --- battery degradation --- micro gas turbine --- modelling --- diagnostics, gas path analysis, analysis by synthesis --- circulating fluidized bed boiler --- refuse derived fuel --- waste to energy --- dynamic modeling --- process control --- dynamic modeling --- process control --- load-following --- supercritical pulverized coal (SCPC) --- cycling --- time-delay --- smith predictor --- energy systems --- modeling and simulation --- multi-scale systems engineering --- sustainable process design --- energy economics --- top-down models --- hybrid Life Cycle Assessment --- oil and gas --- offshore wind --- combined cycle --- hybrid system --- kriging --- multi-objective optimisation --- solar PV --- wind power --- life cycle analysis --- energy storage --- multiphase equilibrium --- RK-ASPEN --- methyl-oleate --- biodiesel --- supercritical CO2 --- WHENS --- work and heat integration --- building blocks --- superstructure --- MINLP --- absorption refrigeration --- H2O-LiBr working pair --- double-effect system --- cost optimization --- nonlinear mathematical programming --- Organic Rankine Cycle (ORC) --- geothermal energy --- binary cycle --- R245fa --- R123 --- mixture ratio --- Dieng --- Indonesia --- modeling --- simulation --- energy --- energy systems --- process systems engineering --- optimization --- process design --- operations

Listing 1 - 2 of 2
Sort by
Narrow your search