Modeling urban building energy use: A review of modeling approaches and procedures

W Li, Y Zhou, K Cetin, J Eom, Y Wang, G Chen… - Energy, 2017 - Elsevier
With rapid urbanization and economic development, the world has been experiencing an
unprecedented increase in energy consumption and greenhouse gas (GHG) emissions …

Recent advances in the analysis of residential electricity consumption and applications of smart meter data

B Yildiz, JI Bilbao, J Dore, AB Sproul - Applied Energy, 2017 - Elsevier
The emergence of smart grid technologies and applications has meant there is increasing
interest in utilising smart meters. Smart meter penetration has significantly increased over …

Modeling of end-use energy consumption in the residential sector: A review of modeling techniques

LG Swan, VI Ugursal - Renewable and sustainable energy reviews, 2009 - Elsevier
There is a growing interest in reducing energy consumption and the associated greenhouse
gas emissions in every sector of the economy. The residential sector is a substantial …

The residential demand for electricity in Australia: an application of the bounds testing approach to cointegration

PK Narayan, R Smyth - Energy policy, 2005 - Elsevier
This paper reports estimates of the long-and short-run elasticities of residential demand for
electricity in Australia using the bounds testing procedure to cointegration, within an …

Modeling of the appliance, lighting, and space-cooling energy consumptions in the residential sector using neural networks

M Aydinalp, VI Ugursal, AS Fung - Applied energy, 2002 - Elsevier
Two methods are currently used to model residential energy consumption at the national or
regional level: the engineering method and the conditional demand analysis method …

Comparison of neural network, conditional demand analysis, and engineering approaches for modeling end-use energy consumption in the residential sector

M Aydinalp-Koksal, VI Ugursal - Applied energy, 2008 - Elsevier
This paper investigates the use of conditional demand analysis (CDA) method to model the
residential end-use energy consumption at the national level. There are several studies …

Do homes that are more energy efficient consume less energy?: a structural equation model of the English residential sector

S Kelly - Energy, 2011 - Elsevier
Energy consumption from the residential sector is a complex socio-technical problem that
can be explained using a combination of physical, demographic and behavioural …

Modeling and forecasting short-term electricity load: A comparison of methods with an application to Brazilian data

LJ Soares, MC Medeiros - International Journal of Forecasting, 2008 - Elsevier
The goal of this paper is to describe a forecasting model for the hourly electricity load in the
area covered by an electric utility located in the southeast of Brazil. A different model is …

Household electricity end-use consumption: results from econometric and engineering models

BM Larsen, R Nesbakken - Energy economics, 2004 - Elsevier
Information about total electricity consumption is available for most households. However,
the electricity consumption related to different end uses, eg space heating, lighting and …

Parsimonious covariance matrix estimation for longitudinal data

M Smith, R Kohn - Journal of the American Statistical Association, 2002 - Taylor & Francis
This article proposes a data-driven method to identify parsimony in the covariance matrix of
longitudinal data and to exploit any such parsimony to produce a statistically efficient …