Electricity Demand Forecasting Techniques

The focus here is on methods for predicting electricity demand through various modeling techniques. It includes the application of advanced algorithms to enhance the accuracy of demand forecasting.

demand forecasting
electricity load
neural networks
time series analysis
energy models

41,707 papers

Parent topic: Sustainable Energy Systems and Analysis

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Papers Over Time

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Top Papers

Short-Term Residential Load Forecasting Based On LSTM Recurrent Neural Network

2019 · 1,662 citations

Current Status Of Water Electrolysis For Energy Storage, Grid Balancing And Sector Coupling Via Power-To-Gas And Power-To-Liquids: A Review

2018 · 1,612 citations

General Techno-Economic Analysis Of CO2 Electrolysis Systems

2018 · 1,156 citations

A Review Of Solar Photovoltaic Levelized Cost Of Electricity

2011 · 1,140 citations

Electricity Price Forecasting: A Review Of The State-Of-The-Art With A Look Into The Future

2014 · 1,122 citations

Energy Supply, Its Demand And Security Issues For Developed And Emerging Economies

2007 · 967 citations

Energy Systems Modeling For Twenty-First Century Energy Challenges

2014 · 826 citations

Domestic Electricity Use: A High-Resolution Energy Demand Model

2010 · 763 citations

Security-Constrained Unit Commitment With Volatile Wind Power Generation

2008 · 743 citations

Energy And CO2 Emission Performance In Electricity Generation: A Non-Radial Directional Distance Function Approach

2012 · 731 citations

Short-term Load Forecasting

1987 · 617 citations

Unit Commitment For Systems With Significant Wind Penetration

2009 · 569 citations

Life Cycle Assessment (LCA) Of Electricity Generation Technologies: Overview, Comparability And Limitations

2013 · 567 citations

Combined Heat And Power Dispatch Considering Pipeline Energy Storage Of District Heating Network

2016 · 563 citations

Providing All Global Energy With Wind, Water, And Solar Power, Part II: Reliability, System And Transmission Costs, And Policies

2011 · 563 citations

Combined Analysis Of Electricity And Heat Networks

2016 · 527 citations

Electric Load Forecasting: Literature Survey And Classification Of Methods

2002 · 512 citations

Short-term Electricity Demand Forecasting Using Double Seasonal Exponential Smoothing

2003 · 503 citations

Increasing The Flexibility Of Combined Heat And Power For Wind Power Integration In China: Modeling And Implications

2015 · 495 citations

Time And Frequency Dynamics Of Connectedness Between Renewable Energy Stocks And Crude Oil Prices

2018 · 478 citations