NILM applications: Literature review of learning approaches, recent developments and challenges
This paper presents a critical approach to the non-intrusive load monitoring (NILM) problem,
by thoroughly reviewing the experimental framework of both legacy and state-of-the-art …
by thoroughly reviewing the experimental framework of both legacy and state-of-the-art …
[HTML][HTML] Review of virtual power plant operations: Resource coordination and multidimensional interaction
Virtual power plants (VPPs) have become an important technological means for large-scale
distributed energy resources to participate in the operation of power systems and electricity …
distributed energy resources to participate in the operation of power systems and electricity …
Multiscale modeling in smart cities: A survey on applications, current trends, and challenges
A smart city model views the city as a complex adaptive system consisting of services,
resources, and citizens that learn through interaction and change in both the spatial and …
resources, and citizens that learn through interaction and change in both the spatial and …
Towards electric price and load forecasting using cnn-based ensembler in smart grid
Medium-term electricity consumption and load forecasting in smart grids is an attractive topic
of study, especially using innovative data analysis approaches for future energy …
of study, especially using innovative data analysis approaches for future energy …
Renewable energy: is it a global challenge or opportunity? Focusing on different income level countries through Panel Smooth Transition Regression Model
In the 21st century, climate change is a severe threat to the survival of the planet and
humanity; to counter this threat, the significant role of renewable energy cannot be denied …
humanity; to counter this threat, the significant role of renewable energy cannot be denied …
[HTML][HTML] A novel dynamic pricing model for a microgrid of prosumers with photovoltaic systems
Due to the growing demand for electricity and the increasing number of consumers who can
produce energy (prosumers) using photovoltaic systems today, energy generated by …
produce energy (prosumers) using photovoltaic systems today, energy generated by …
An optimal home energy management system with integration of renewable energy and energy storage with home to grid capability
Residential building consumes a significant amount of energy. To address the issue, these
structures have been supplied with renewable energy sources (RES), an energy storage …
structures have been supplied with renewable energy sources (RES), an energy storage …
A discount-based time-of-use electricity pricing strategy for demand response with minimum information using reinforcement learning
Demand Response (DR) programs show great promise for energy saving and load profile
flattening. They bring about an opportunity for indirect control of end-users' demand based …
flattening. They bring about an opportunity for indirect control of end-users' demand based …
A strategy for multi-objective energy optimization in smart grid considering renewable energy and batteries energy storage system
Multi-objective energy optimization is pivotal for reliable and secure power system
operation. However, multi-objective energy optimization is challenging due to …
operation. However, multi-objective energy optimization is challenging due to …
BIM and BEM methodologies integration in energy-efficient buildings using experimental design
Linking Building Information Modelling and Building Energy Modelling methodologies
appear as a tool for the energy performance analysis of a dwelling, being able to build the …
appear as a tool for the energy performance analysis of a dwelling, being able to build the …