Intelligent deep learning techniques for energy consumption forecasting in smart buildings: a review

R Mathumitha, P Rathika, K Manimala - Artificial Intelligence Review, 2024 - Springer
Urbanization increases electricity demand due to population growth and economic activity.
To meet consumer's demands at all times, it is necessary to predict the future building …

[HTML][HTML] A systematic review of data pre-processing methods and unsupervised mining methods used in profiling smart meter data

FM Dahunsi, AE Olawumi, DT Ale… - AIMS Electronics and …, 2021 - aimspress.com
The evolution of smart meters has led to the generation of high-resolution time-series data-a
stream of data capable of unveiling valuable knowledge from consumption behaviours for …

[HTML][HTML] Analysis of Qatar's electricity landscape: Insights from load profiling, clustering, and policy recommendations

H Monawwar, K Abedrabboh, O Almarri, F Ahmad… - Energy Reports, 2024 - Elsevier
Demand side management (DSM) is an important strategy for promoting sustainable
consumption in resource-rich countries with high purchasing power and subsidized tariffs …

A Systematicity Review on Residential Electricity Load-Shifting at the Appliance Level

PDK Manembu, A Kewo, R Bramstoft, PS Nielsen - Energies, 2023 - mdpi.com
Load-shifting is a demand-side management (DSM) strategy to support the efficiency of the
electricity grid during hours of peak demand. Load-shifting at the appliance level is an …

A Rigorous Standalone Literature Review of Residential Electricity Load Profiles

A Kewo, PDK Manembu, PS Nielsen - Energies, 2023 - mdpi.com
The introduction of smart meters and time-use survey data is helping decision makers to
understand the residential electricity consumption behaviour behind load profiles. However …

Synthesising residential electricity load profiles at the city level using a weighted proportion (wepro) model

A Kewo, PDK Manembu, PS Nielsen - Energies, 2020 - mdpi.com
It is important to understand residential energy use as it is a large energy consumption
sector and the potential for change is of great importance for global energy sustainability. A …

REVIEW OF WIRELESS COMMUNICATION LAYER INTERFACE ON ADVANCED METER INFRASTRUCTURE

R Ruliyanta, I Kusuma, M Fathoni - Journal of Advanced …, 2024 - jacta.utem.edu.my
Abstract Advanced Metering Infrastructure is a technology that will be implemented in
Indonesia along with the current growth of information technology. Indonesia has natural …

Electrical Load Analysis to Aid Demand Side Management: The Case of Qatar

H Monawwar - 2023 - search.proquest.com
Demand side management (DSM) is an important strategy for promoting sustainable
consumption in resource-rich countries with high purchasing power and subsidized tariffs …