A systematic review of building electricity use profile models

X Kang, J An, D Yan - Energy and Buildings, 2023 - Elsevier
The building sector contributes significantly to overall energy consumption and carbon
emissions. Improving renewable energy utilization in buildings is of considerable …

Demand side management in industrial, commercial, and residential sectors: a review of constraints and considerations

B Williams, D Bishop, P Gallardo, JG Chase - Energies, 2023 - mdpi.com
Demand Side Management (DSM) is a cost-effective approach to managing electricity
networks, aimed at reducing capacity requirements and costs, increasing the penetration of …

Ensuring power quality and demand-side management through IoT-based smart meters in a developing country

MT Ahammed, I Khan - Energy, 2022 - Elsevier
Population increase and the adoption of new power appliances have significantly increased
electrical demands. As a result, the utility (electricity supplier) faces difficulties in maintaining …

Demand side management opportunities, framework, and implications for sustainable development in resource-rich countries: Case study Qatar

ES Sahin, IS Bayram, M Koc - Journal of cleaner production, 2019 - Elsevier
Over the last decades, global consumption of energy and environmental resources have
been rapidly increasing due to advances in the production and transportation of goods, as …

Clustering-based probability distribution model for monthly residential building electricity consumption analysis

J Xu, X Kang, Z Chen, D Yan, S Guo, Y Jin, T Hao… - Building …, 2021 - Springer
Electricity is now the major form of energy used in residential buildings and has seen a
significant increase in usage over the past decades. One of the main features of electricity …

A generalized regression model based on hybrid empirical mode decomposition and support vector regression with back‐propagation neural network for mid‐short …

GF Fan, YH Guo, JM Zheng, WC Hong - Journal of Forecasting, 2020 - Wiley Online Library
Since load forecasting plays a decisive role in the safe and stable operation of power
systems, it is particularly important to explore forecasting methods accurately. In this article …

Modeling and analysis of the electricity consumption profile of the residential sector in Spain

P Escobar, E Martínez, JC Saenz-Díez, E Jiménez… - Energy and …, 2020 - Elsevier
The determination of electricity consumption profiles in the domestic sector is a very
complicated task due to the variability of the consumer. This sector covers a wide variety of …

Exploring household natural gas consumption patterns and their influencing factors: An integrated clustering and econometric method

L Li, H Ming, W Fu, Q Shi, S Yu - Energy, 2021 - Elsevier
Understanding household natural gas consumption patterns and their influencing factors
can help implement specific energy consumption policies and improve energy efficiency …

Use of weighted local constant method to short-term forecasting of electric load in cities at weekends

GF Fan, LL Peng, HP Huang, WC Hong - Electric Power Systems Research, 2023 - Elsevier
To forecast accurately the electric load of a city at the weekend, aiming at the problems of
nonlinearity and model interpretability in power behavior, a local constant first-order …

Systematic map of determinants of buildings' energy demand and CO2 emissions shows need for decoupling

É Mata, J Wanemark, SH Cheng… - Environmental …, 2021 - iopscience.iop.org
Buildings are responsible for a major share of global final energy consumption and carbon
dioxide (CO 2) emissions. An analysis of the worldwide observed drivers of demand can …