Machine Learning based Cost Effective Electricity Load Forecasting Model using Correlated Meteorological Parameters (original) (raw)

Machine learning models for renewable energy forecasting

Sakshi Mishra

Journal of Statistics and Management Systems, 2020

View PDFchevron_right

Forecasting Long-term Electricity Demand in the Residential Sector

José Francisco Pessanha

Procedia Computer Science, 2015

View PDFchevron_right

Forecasting of Electrical Energy Consumption of Households in a Smart Grid

Camille Mbey

International Journal of Energy Economics and Policy, 2021

View PDFchevron_right

Stream-Based Electricity Load Forecast

Pedro Pereira Rodrigues

Lecture Notes in Computer Science, 2007

View PDFchevron_right

Electrical Load Forecasting Models for Different Generation Modalities: A Review

Abdul Azeem

IEEE Access, 2021

View PDFchevron_right

Electricity Load Forecast Using Data Streams Techniques

Pedro Pereira Rodrigues

Industrial Innovation, 2008

View PDFchevron_right

Electric Load Forecasting Based on Statistical Robust Methods

Yacine Chakhchoukh, Patrick Panciatici, Lamine Mili

IEEE Transactions on Power Systems, 2000

View PDFchevron_right

One-day prediction of electricity load reflecting future RCS schedule

Emil Pelikan

Journal of Forecasting, 1996

View PDFchevron_right

Electrical Power Generation Forecasting from Renewable Energy Systems Using Artificial Intelligence Techniques

Mohammad Abdul Baseer

Energies, 2023

View PDFchevron_right

Electric power load forecasting on a 33/11 kV substation using artificial neural networks

ram deshmukh

SN Applied Sciences, 2020

View PDFchevron_right

Application of artificial neural networks and fuzzy logic to long-term load forecast considering the price elasticity of electricity demand

ALZENIRA DA ROSA ABAIDE

International Transactions on Electrical Energy Systems, 2018

View PDFchevron_right

A system for analysis and prediction of electricity-load streams

Pedro Pereira Rodrigues

Intelligent Data Analysis, 2009

View PDFchevron_right

Review and evaluation of historic electricity forecasting experience (1960-1985)

Arun Sanghvi

1989

View PDFchevron_right

Using Visualization of Electrical Load to Improve Forecast Results

Pedro Pereira Rodrigues

View PDFchevron_right

A Hybrid Model of Autoregressive Integrated Moving Average and Artificial Neural Network for Load Forecasting

Daisy Lou Polestico

International Journal of Advanced Computer Science and Applications, 2019

View PDFchevron_right

Big Data and Machine Learning for Applied Weather Forecasts: Forecasting Solar Power for Utility Operations

Sue Haupt

2015 IEEE Symposium Series on Computational Intelligence, 2015

View PDFchevron_right

Models for Forecasting the Demand and Supply of Electricity in Nigeria

Oyelami Benjamin Oyediran

American Journal of Modeling and Optimization, 2014

View PDFchevron_right

Model for Predicting Electrical Energy Consumption Using ARIMA Method

Nurjannah Syakrani

Proceedings of the 2nd International Seminar of Science and Applied Technology (ISSAT 2021), 2021

View PDFchevron_right

Revisit Neural Network based Load Forecasting

Mireia Ryšková

2019 20th International Conference on Intelligent System Application to Power Systems (ISAP), 2019

View PDFchevron_right

A New Approach for the Short-Term Load Forecasting with Autoregressive and Artificial Neural Network Models

Ummuhan BASARAN

International Journal of Computational Intelligence Research, 2007

View PDFchevron_right

Verification and Evaluation of Load Forecast Models

William Holderbaum

Springer eBooks, 2023

View PDFchevron_right

Fuzzy Inference System in Energy Demand Prediction

Thair Mahmoud

Fuzzy Inference System - Theory and Applications, 2012

View PDFchevron_right

Metropolitan Econometric Electric Utility Forecast Accuracy

Tom Fullerton

International Journal of Energy Economics and Policy, 2015

View PDFchevron_right

Experimental Analysis of the Input Variables’ Relevance to Forecast Next Day’s Aggregated Electric Demand Using Neural Networks

Luis angel Alvarado Hernandez

Energies, 2013

View PDFchevron_right

Forecasting Electricity Demand for Small Colombian Populations. Pronóstico de la demanda de electricidad para

Victor Daniel Gil Vera

View PDFchevron_right

Hybrid Input Data Selection Technique for Neural Network Based Load Forecast Model

UMER IJAZ

NFC-IEFR Journal of Engineering and Scientific Research, 2016

View PDFchevron_right

Developing Prediction System for Solar Power Plant Using Machine Learning Algorithms

Yusuf Uzun

Bitlis Eren Üniversitesi Fen Bilimleri Dergisi, 2020

View PDFchevron_right

Web application for Electric Load Forecasting using Machine Learning

yash choudhari

Journal of emerging technologies and innovative research, 2020

View PDFchevron_right

Machine Learning and Statistical Techniques for Daily Wind Energy Prediction

lasini wickramasinghe, E. Ekanayake

2021

View PDFchevron_right

An Enhanced Convolutional Neural Network Model Based on Weather Parameters for Short-Term Electricity Supply and Demand

Tariq Ijaz

Advanced Information Networking and Applications, 2020

View PDFchevron_right

A Comparative Study of Regression Analysis and Artificial Neural Network Methods for Medium-Term Load Forecasting

Ishioma Odigwe

Indian Journal of Science and Technology, 2017

View PDFchevron_right

Day ahead price forecasting models in thin electricity market

Puneet Chitkara

2017 IEEE Power and Energy Conference at Illinois (PECI), 2017

View PDFchevron_right

The influence of meteorological variability on the mid-term evolution of the electricity load

Maria OrtizBevia

2014

View PDFchevron_right

From Load to Net Energy Forecasting: Short-Term Residential Forecasting for the Blend of Load and PV Behind the Meter

Manickam Minakshi

IEEE Access, 2020

View PDFchevron_right

Predictive models for short-term load forecasting in the UK’s electrical grid

Yusuf Sha'aban

PloS one, 2024

View PDFchevron_right