[HTML][HTML] Residential Demand Side Management model, optimization and future perspective: A review

S Panda, S Mohanty, PK Rout, BK Sahu, M Bajaj… - Energy Reports, 2022 - Elsevier
The residential load sector plays a vital role in terms of its impact on overall power balance,
stability, and efficient power management. However, the load dynamics of the energy …

A comprehensive overview on demand side energy management towards smart grids: challenges, solutions, and future direction

MS Bakare, A Abdulkarim, M Zeeshan, AN Shuaibu - Energy Informatics, 2023 - Springer
Demand-side management, a new development in smart grid technology, has enabled
communication between energy suppliers and consumers. Demand side energy …

A home energy management system with an integrated smart thermostat for demand response in smart grids

AC Duman, HS Erden, Ö Gönül, Ö Güler - Sustainable Cities and Society, 2021 - Elsevier
Smart thermostats and home energy management systems (HEMSs) are generally studied
separately. However, their joint use can provide a greater benefit. Therefore, this study …

Demand side management through load shifting in IoT based HEMS: Overview, challenges and opportunities

S Sharda, M Singh, K Sharma - Sustainable Cities and Society, 2021 - Elsevier
In smart grid era, demand side management (DSM) plays an indispensable role in
development of sustainable cities and societies. This paper presents practical challenges …

A comprehensive review of residential electricity load profile models

E Proedrou - IEEE Access, 2021 - ieeexplore.ieee.org
A third of the final electricity in the EU is consumed by households. The increased usage of
multiple electrical devices, electromobility, self-generation and consumption of electricity as …

A novel approach for detecting anomalous energy consumption based on micro-moments and deep neural networks

Y Himeur, A Alsalemi, F Bensaali, A Amira - Cognitive Computation, 2020 - Springer
Nowadays, analyzing, detecting, and visualizing abnormal power consumption behavior of
householders are among the principal challenges in identifying ways to reduce power …

Impact of demand side management on optimal sizing of residential battery energy storage system

UGK Mulleriyawage, WX Shen - Renewable Energy, 2021 - Elsevier
Widespread deployment of residential solar photovoltaic (PV) systems have been
encouraged with decreasing system costs. Recently, cutbacks in government incentives …

An insight of deep learning based demand forecasting in smart grids

JM Aguiar-Pérez, MÁ Pérez-Juárez - Sensors, 2023 - mdpi.com
Smart grids are able to forecast customers' consumption patterns, ie, their energy demand,
and consequently electricity can be transmitted after taking into account the expected …

Household energy demand management strategy based on operating power by genetic algorithm

X Jiang, C Xiao - IEEE Access, 2019 - ieeexplore.ieee.org
Effective and adaptable household energy management system needs to be established to
promote and implement demand response projects in smart grids. The current household …

Survey-and simulation-based analysis of residential demand response: appliance use behavior, electricity tariffs, home energy management systems

AC Duman, Ö Gönül, HS Erden, Ö Güler - Sustainable Cities and Society, 2023 - Elsevier
Residential demand response (DR) aims to stabilize the electricity grid by utilizing the
flexibility of end-users. To this end, end-users are offered time-varying electricity prices and …