A Practical Guide to Gaussian Process Regression for Energy Measurement and Verification within the Bayesian Framework

A Practical Guide to Gaussian Process Regression for Energy Measurement and Verification within the Bayesian Framework

Measurement and Verification (M&V) aims to quantify savings achieved as part of energy efficiency and energy management projects. M&V depends heavily on metered energy data, modelling parameters and uncertainties that govern the energy system under consideration. M&V therefor...

Full description

Bibliographic Details
Main Authors: Jacques Maritz, Foster Lubbe, Louis Lagrange
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Energies
Subjects:
measurement and verification
bayesian framework
Gaussian Process
energy management
energy efficiency
energy audit
building energy modelling
Online Access:http://www.mdpi.com/1996-1073/11/4/935

Internet

http://www.mdpi.com/1996-1073/11/4/935

Similar Items