[HTML][HTML] Residential Demand Side Management model, optimization and future perspective: A review
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 …
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
Demand-side management, a new development in smart grid technology, has enabled
communication between energy suppliers and consumers. Demand side energy …
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
Smart thermostats and home energy management systems (HEMSs) are generally studied
separately. However, their joint use can provide a greater benefit. Therefore, this study …
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
In smart grid era, demand side management (DSM) plays an indispensable role in
development of sustainable cities and societies. This paper presents practical challenges …
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 …
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
Nowadays, analyzing, detecting, and visualizing abnormal power consumption behavior of
householders are among the principal challenges in identifying ways to reduce power …
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 …
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 …
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 …
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
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 …
flexibility of end-users. To this end, end-users are offered time-varying electricity prices and …