Real time demand response modeling for residential consumers in smart grid considering renewable energy with deep learning approach
Demand response modelling have paved an important role in smart grid at a greater
perspective. DR analysis exhibits the analysis of scheduling of appliances for an optimal …
perspective. DR analysis exhibits the analysis of scheduling of appliances for an optimal …
Privacy-based demand response modeling for residential consumers using machine learning with a cloud–fog-based smart grid environment
Demand response modeling in smart grids plays a significant role in analyzing and shaping
the load profiles of consumers. This approach is used in order to increase the efficiency of …
the load profiles of consumers. This approach is used in order to increase the efficiency of …
Optimal BRA based electric demand prediction strategy considering instance‐based learning of the forecast factors
With the grid's evolution, the end‐users demand becomes more vital for demand side
management (DSM). Accurate load forecasting (LF) is critical for power system planning and …
management (DSM). Accurate load forecasting (LF) is critical for power system planning and …
Multiyear stochastic wind generation investment planning with demand response in distribution system using improved water evaporation optimization
This article proposes a multiyear distributed generation (DG) investment planning model
with the coordination of demand response for making the decision of investment under …
with the coordination of demand response for making the decision of investment under …
Aggregated demand-side response in residential distribution areas based on tiered incentive prices
D Tang, Q Zhang, T Ma, Y Ou, L Wu… - Frontiers in Energy …, 2024 - frontiersin.org
The residential area refers to the power supply area from distribution transformers to the end
users that contains multiple types of flexible resources, such as photovoltaics, energy …
users that contains multiple types of flexible resources, such as photovoltaics, energy …
Optimal coordination between PV smart inverters and different demand response programs for voltage regulation in distribution system
With the increase in the number of renewable energy resources (RES) in the distribution
network, the distribution system operators are facing several operational challenges to …
network, the distribution system operators are facing several operational challenges to …
Research on Optimal Load Scheduling for Multiple Scenarios
Y Ding, M Huo, H Jiang, Y Ma… - Journal of Physics …, 2020 - iopscience.iop.org
In recent years, the operation of power grid is under great pressure due to more and more
distributed resources. This paper establishes three kinds of load models, namely the electric …
distributed resources. This paper establishes three kinds of load models, namely the electric …