Wind and solar based energy systems for communities

by Carriveau, Rupp Ting, David S. K.

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Title Statements

Full title :Wind and solar based energy systems for communities / edited by Rupp Carriveau and David S-K. Ting.

Edition Statements

Publication Date:2018.

Publication Statements

Publisher(s):The Institution of Engineering and Technology
Place of Publication:London, United Kingdom
Language:eng
Publication Date:2018.

The Physical Object

Description:xi, 311 pages : : illustrations ; : 25 cm.

Edition Identifiers

ISBN:1785615440, 9781785615443
oclc:on1019625886
LC Classification:TJ808
Dewey Decimal:333.7/94

Machine generated contents note: 1.Introduction / David S-K. Ting -- References -- 2.Data-driven methods for prediction of small-to-medium wind turbines performance / David S-K. Ting -- Abstract -- 2.1.Introduction -- 2.2.SCADA data treatment -- 2.2.1.Mean or median value -- 2.2.2.K-Nearest neighbour -- 2.2.3.Expectation -- maximisation -- 2.2.4.Decision tree -- 2.3.Feature selection -- 2.3.1.Correlation coefficients -- 2.3.2.Principal component analysis -- 2.4.Modelling design networks -- 2.4.1.Multi-layer perceptron -- 2.4.2.Adaptive neuro-fuzzy inference system -- 2.4.3.Static and dynamic networks -- 2.4.4.Fusion -- 2.4.5.Estimation and prediction -- 2.4.6.Performance evaluation -- 2.5.A case study -- 2.5.1.Data pre-processing -- 2.5.2.Monitoring networks -- 2.6.Conclusion -- References -- 3.Optimization of wind farms for communities / Ahmadreza Vasel-Be-Hagh -- Abstract -- 3.1.Introduction -- 3.2.Objective functions and optimization variables -- 3.2.1.Objective functions

Note continued: 3.2.2.Optimization variables -- 3.3.Wake-loss models -- 3.3.1.Large eddy simulations -- 3.3.2.Nonlinear Reynolds-averaged Navier-Stokes (RANS) models -- 3.3.3.Stochastic models -- 3.3.4.Linear…

Subjects

Community development -- Environmental … Développement durable Énergie éolienne -- Aspect social Énergie solaire -- Aspect social Énergies renouvelables Renewable energy sources Solar energy -- Social aspects sustainable development Wind power -- Social aspects