Load forecasting models in smart grid using smart meter information: a review
F Dewangan, AY Abdelaziz, M Biswal - Energies, 2023 - mdpi.com
The smart grid concept is introduced to accelerate the operational efficiency and enhance
the reliability and sustainability of power supply by operating in self-control mode to find and …
the reliability and sustainability of power supply by operating in self-control mode to find and …
[PDF][PDF] Methods and models for electric load forecasting: a comprehensive review
Electric load forecasting (ELF) is a vital process in the planning of the electricity industry and
plays a crucial role in electric capacity scheduling and power systems management and …
plays a crucial role in electric capacity scheduling and power systems management and …
[HTML][HTML] Short-term electricity load forecasting—A systematic approach from system level to secondary substations
MG Pinheiro, SC Madeira, AP Francisco - Applied Energy, 2023 - Elsevier
Energy forecasting covers a wide range of prediction problems in the utility industry, such as
forecasting demand, generation, price, and power load over time horizons and different …
forecasting demand, generation, price, and power load over time horizons and different …
[PDF][PDF] Electrical load forecasting using machine learning
Variable electrical load and ever-increasing load demand need to be predicted or
forecasted to avoid the energy crisis. In this paper, machine learning based ANN is explored …
forecasted to avoid the energy crisis. In this paper, machine learning based ANN is explored …
Electrical load forecasting using fuzzy system
M Faysal, MM Murad, MJ Islam - 2019 - 103.133.167.11
In this project work, we develop a Fuzzy system to forecast electrical load in both short and
longterm basis. Here, we consider temperature, humidity, seasons of a year and time …
longterm basis. Here, we consider temperature, humidity, seasons of a year and time …
Fuzzy‐Swarm Intelligence‐Based Short‐Term Load Forecasting Model as a Solution to Power Quality Issues Existing in Microgrid System
DM Teferra, LMH Ngoo… - Journal of Electrical and …, 2022 - Wiley Online Library
Load demand is highly stochastic and uncertain. This is because it was highly influenced by
a number of variables like load type, weather conditions, time of day, the seasonality factor …
a number of variables like load type, weather conditions, time of day, the seasonality factor …
[PDF][PDF] Load Forecasting Models in Smart Grid Using Smart Meter Information: A Review. Energies 2023, 16, 1404
F Dewangan, AY Abdelaziz, M Biswal - 2023 - academia.edu
The smart grid concept is introduced to accelerate the operational efficiency and enhance
the reliability and sustainability of power supply by operating in self-control mode to find and …
the reliability and sustainability of power supply by operating in self-control mode to find and …
A novel electrical load forecasting model using a deep learning approach
NA Kumar, R Daniel, PK Pasam - The Internet of Energy, 2024 - taylorfrancis.com
The estimate of electricity appeal in modernistic years is becoming progressively relevant
thanks to market-free trade and, thus, the initiation of sustainable assets. To satisfy the …
thanks to market-free trade and, thus, the initiation of sustainable assets. To satisfy the …
[PDF][PDF] Short-Term Electrical Energy Demand Forecasting Using Fuzzy Logic Technique
MA Ita, OI Adebisi, KA Amusa, RO Vincent - 2024 - azjournalbar.com
Minimization of electrical energy wastage and provision of its regular supply make electrical
load forecasting an important aspect of the power infrastructure. An accurate load …
load forecasting an important aspect of the power infrastructure. An accurate load …
Performance analysis of PSS controller based on fuzzy logic for SMIB power system
Disturbances are a recurring issue in power systems. Nevertheless, our system remains
stable as extra signals are injected into the voltage regulators to prevent an unstable mode …
stable as extra signals are injected into the voltage regulators to prevent an unstable mode …