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 …

Optimizing the thermal performance of solar energy devices using meta-heuristic algorithms: A critical review

A Afzal, A Buradi, R Jilte, S Shaik, AR Kaladgi… - … and Sustainable Energy …, 2023 - Elsevier
Since solar energy is intermittent, finding the best solutions for solar operated devices is a
challenge. Multiple techniques exist to reach the best solutions for optimal solar operated …

Electrical load forecasting models: A critical systematic review

C Kuster, Y Rezgui, M Mourshed - Sustainable cities and society, 2017 - Elsevier
Electricity forecasting is an essential component of smart grid, which has attracted
increasing academic interest. Forecasting enables informed and efficient responses for …

Forecasting methods in energy planning models

KB Debnath, M Mourshed - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Energy planning models (EPMs) play an indispensable role in policy formulation and energy
sector development. The forecasting of energy demand and supply is at the heart of an EPM …

Big data driven smart energy management: From big data to big insights

K Zhou, C Fu, S Yang - Renewable and sustainable energy reviews, 2016 - Elsevier
Large amounts of data are increasingly accumulated in the energy sector with the
continuous application of sensors, wireless transmission, network communication, and cloud …

[HTML][HTML] Computational intelligence approaches for energy load forecasting in smart energy management grids: state of the art, future challenges, and research …

SN Fallah, RC Deo, M Shojafar, M Conti… - Energies, 2018 - mdpi.com
Energy management systems are designed to monitor, optimize, and control the smart grid
energy market. Demand-side management, considered as an essential part of the energy …

Energy models for demand forecasting—A review

L Suganthi, AA Samuel - Renewable and sustainable energy reviews, 2012 - Elsevier
Energy is vital for sustainable development of any nation–be it social, economic or
environment. In the past decade energy consumption has increased exponentially globally …

Prediction of full load electrical power output of a base load operated combined cycle power plant using machine learning methods

P Tüfekci - International Journal of Electrical Power & Energy …, 2014 - Elsevier
Predicting full load electrical power output of a base load power plant is important in order to
maximize the profit from the available megawatt hours. This paper examines and compares …

Optimization methods applied to renewable and sustainable energy: A review

R Banos, F Manzano-Agugliaro, FG Montoya… - … and sustainable energy …, 2011 - Elsevier
Energy is a vital input for social and economic development. As a result of the generalization
of agricultural, industrial and domestic activities the demand for energy has increased …

Electrical load forecasting models for different generation modalities: a review

A Azeem, I Ismail, SM Jameel, VR Harindran - IEEE Access, 2021 - ieeexplore.ieee.org
The intelligent management of power in electrical utilities depends on the high significance
of load forecasting models. Since the industries are digitalized, power generation is …