[HTML][HTML] Predicting residential water and electricity usage profiles with a temporal histogram model

MJ Ritchie, JAA Engelbrecht, MJ Booysen - Sustainable Cities and Society, 2023 - Elsevier
The temporal histogram model and synthesiser that is presented in this paper statistically
models the unique usage behaviour of electricity or hot water usage for individual residential …

Predicting residential energy and water demand using publicly available data

E Hoşgör, PS Fischbeck - Energy Conversion and Management, 2015 - Elsevier
The overarching objective behind this work is to merge publicly available data with utility
consumption histories and extract statistically significant insight on utility usage for a group …

Long-term water-energy demand prediction using a regression model: a case study of Addis Ababa city

BD Kitessa, SM Ayalew, GS Gebrie… - Journal of Water and …, 2021 - iwaponline.com
As part of sustainable urban planning, the demand for water and energy (WE) should also
be addressed. The Waikato Environment for Knowledge Analysis (WEKA) modeling tool was …

Estimation and investigation of consumptive water use in residential area—Case cities in Nebraska, USA

Y Li, Z Tang, C Liu, A Kilic - Sustainable cities and society, 2017 - Elsevier
This research provides important understanding of the total and consumptive water uses of
residences and green spaces of urban settings in Nebraska. The census block level …

A comparison study of predictive models for electricity demand in a diverse urban environment

JE Pesantez, B Li, C Lee, Z Zhao, M Butala, AS Stillwell - Energy, 2023 - Elsevier
The increasing population migration to urban and peri-urban areas increases basic service
needs for cities worldwide. Residential electricity demand increases with more customers …

Constructing load profiles for household electricity and hot water from time-use data—Modelling approach and validation

J Widén, M Lundh, I Vassileva, E Dahlquist… - Energy and …, 2009 - Elsevier
Time-use data, describing in detail the everyday life of household members as high-
resolved activity sequences, have a largely unrealized potential of contributing to domestic …

Integrated model for characterization of spatiotemporal building energy consumption patterns in neighborhoods and city districts

JA Fonseca, A Schlueter - Applied Energy, 2015 - Elsevier
We introduce an integrated model for characterization of spatiotemporal building energy
consumption patterns in neighborhoods and city districts. The model addresses the need for …

A hybrid system of data-driven approaches for simulating residential energy demand profiles

S Patidar, DP Jenkins, A Peacock… - Journal of Building …, 2021 - Taylor & Francis
This paper presents a novel system of data-driven approaches for simulating the dynamics
of electricity demand profiles. Demand profiles of individual dwellings are decomposed into …

Utilising time of use surveys to predict domestic hot water consumption and heat demand profiles of residential building stocks

O Neu, S Oxizidis, D Flynn… - British Journal of …, 2016 - eprints.go2submission.com
Aims: The prediction of water consumption patterns is a challenge, especially when water
metering is not available at scale. The use of time-of-use survey (TUS) data offers an …

Stochastic modelling techniques for generating synthetic energy demand profiles

S Patidar, DP Jenkins, SA Simpson - International Journal of Energy …, 2016 - World Scientific
This paper investigates three stochastic modelling procedures for generating N (user
specified) synthetic annual electricity demand profiles at one-minute resolution. The paper …