A Review of Electricity Demand Forecasting in Low and Middle Income Countries: The Demand Determinants and Horizons

Hydroelectricity consumption forecast for Pakistan using ARIMA modeling and supply-demand analysis for the year 2030

(2020) Rehan Jamil   RENEWABLE ENERGY

A Comparative Analysis of Machine Learning Approaches for Short-/Long-Term Electricity Load Forecasting in Cyprus

(2020) Davut Solyali   Sustainability

A Deep Learning Approach to Forecasting Monthly Demand for Residential–Sector Electricity

(2020) Hyojoo Son et al.   Sustainability

Modeling of Future Electricity Generation and Emissions Assessment for Pakistan

(2019) Abdullah Mengal et al.   Processes

Impact of China-Pakistan economic corridor on Pakistan's future energy consumption and energy saving potential: Evidence from sectoral time series analysis

(2019) Faisal Mehmood Mirza et al.   Energy Strategy Reviews

Indonesian electricity load forecasting using singular spectrum analysis, fuzzy systems and neural networks

(2019) Winita Sulandari et al.   ENERGY

A bottom-up methodology for long term electricity consumption forecasting of an industrial sector - Application to pulp and paper sector in Brazil

(2018) Felipe L.C. Silva et al.   ENERGY

On the Use of Functional Additive Models for Electricity Demand and Price Prediction

(2018) Paula Rana et al.   IEEE Access

Monthly Load Forecasting Based on Economic Data by Decomposition Integration Theory

(2018) Da Liu et al.   Sustainability

Long-term electricity demand forecast and supply side scenarios for Pakistan (2015–2050): A LEAP model application for policy analysis

(2018) Nayyar Hussain Mirjat et al.   ENERGY

Energy demand and greenhouse gas emissions analysis in Colombia: A LEAP model application

(2018) J.A. Nieves et al.   ENERGY

An Integrated Modeling Approach for Forecasting Long-Term Energy Demand in Pakistan

(2017) Syed Rehman et al.   Energies

Electricity consumption forecasting in Brazil: A spatial econometrics approach

(2017) Joilson de Assis Cabral et al.   ENERGY

Urban long term electricity demand forecast method based on system dynamics of the new economic normal: The case of Tianjin

(2017) Yongxiu He et al.   ENERGY

Forecasting medium-term electricity demand in a South African electric power supply system

(2017) Caston Sigauke   Journal of Energy in Southern Africa

Forecasting of Turkey’s monthly electricity demand by seasonal artificial neural network

(2017) Coşkun Hamzaçebi et al.   NEURAL COMPUTING & APPLICATIONS

A short-term power load forecasting model based on the generalized regression neural network with decreasing step fruit fly optimization algorithm

(2017) Rui Hu et al.   NEUROCOMPUTING

A review and analysis of regression and machine learning models on commercial building electricity load forecasting

(2017) B. Yildiz et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Electrical load forecasting models: A critical systematic review

(2017) Corentin Kuster et al.   Sustainable Cities and Society

Net load forecasting for high renewable energy penetration grids

(2016) Amanpreet Kaur et al.   ENERGY

Forecasting annual gross electricity demand by artificial neural networks using predicted values of socio-economic indicators and climatic conditions: Case of Turkey

(2016) M. Erdem Günay   ENERGY POLICY

Forecasting electricity consumption in Pakistan: the way forward

(2016) Anwar Hussain et al.   ENERGY POLICY

Forecasting Brazil's electricity consumption with Pegels Exponential Smoothing Techniques

(2016) Paula Medina Macaira et al.   IEEE Latin America Transactions

Load forecasting, dynamic pricing and DSM in smart grid: A review

(2016) Ahsan Raza Khan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

The long-term forecast of Pakistan's electricity supply and demand: An application of long range energy alternatives planning

(2015) Usama Perwez et al.   ENERGY

A hybrid self-adaptive Particle Swarm Optimization–Genetic Algorithm–Radial Basis Function model for annual electricity demand prediction

(2015) Shiwei Yu et al.   ENERGY CONVERSION AND MANAGEMENT

Electricity Consumption Forecasting in Thailand Using an Artificial Neural Network and Multiple Linear Regression

(2015) K. Panklib et al.   Energy Sources Part B-Economics Planning and Policy

Short term load forecast using fuzzy logic and wavelet transform integrated generalized neural network

(2015) D.K. Chaturvedi et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A review on artificial intelligence based load demand forecasting techniques for smart grid and buildings

(2015) Muhammad Qamar Raza et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Electricity Consumption Forecasting in Thailand Using an Artificial Neural Network and Multiple Linear Regression

(2015) K. Panklib et al.   Energy Sources Part B-Economics Planning and Policy

Modelling electricity demand using the STAR (Smooth Transition Auto-Regressive) model in Pakistan

(2014) Saima Nawaz et al.   ENERGY

Density prediction and dimensionality reduction of mid-term electricity demand in China: A new semiparametric-based additive model

(2014) Zhen Shao et al.   ENERGY CONVERSION AND MANAGEMENT

A Survey on Electric Power Demand Forecasting: Future Trends in Smart Grids, Microgrids and Smart Buildings

(2014) Luis Hernandez et al.   IEEE Communications Surveys and Tutorials

A novel machine learning approach for estimation of electricity demand: An empirical evidence from Thailand

(2013) Elham Sadat Mostafavi et al.   ENERGY CONVERSION AND MANAGEMENT

Application of residual modification approach in seasonal ARIMA for electricity demand forecasting: A case study of China

(2012) Yuanyuan Wang et al.   ENERGY POLICY

Forecasting monthly peak demand of electricity in India—A critique

(2012) Srinivasa Rao Rallapalli et al.   ENERGY POLICY

A seasonal hybrid procedure for electricity demand forecasting in China

(2011) Suling Zhu et al.   APPLIED ENERGY

Forecasting Electricity Demand in Thailand with an Artificial Neural Network Approach

(2011) Karin Kandananond   Energies

Data analysis and short term load forecasting in Iran electricity market using singular spectral analysis (SSA)

(2011) K. Afshar et al.   ENERGY

Electric load forecasting by seasonal recurrent SVR (support vector regression) with chaotic artificial bee colony algorithm

(2011) Wei-Chiang Hong   ENERGY

Short-Term Load Forecasting With Exponentially Weighted Methods

(2011) James W. Taylor   IEEE TRANSACTIONS ON POWER SYSTEMS

Short-Term Load Forecasting Based on a Semi-Parametric Additive Model

(2011) Shu Fan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Energy models for demand forecasting—A review

(2011) L. Suganthi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Monitoring urban transport air pollution and energy demand in Rawalpindi and Islamabad using leap model

(2010) Rabia Shabbir et al.   ENERGY

Time series models (Grey-Markov, Grey Model with rolling mechanism and singular spectrum analysis) to forecast energy consumption in India

(2010) Ujjwal Kumar et al.   ENERGY

The relationship between electricity consumption, electricity prices and GDP in Pakistan

(2010) Faisal Jamil et al.   ENERGY POLICY

Modeling of end-use energy consumption in the residential sector: A review of modeling techniques

(2009) Lukas G. Swan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Chaotic particle swarm optimization algorithm in a support vector regression electric load forecasting model

(2008) Wei-Chiang Hong   ENERGY CONVERSION AND MANAGEMENT

A simulated-based neural network algorithm for forecasting electrical energy consumption in Iran

(2008) A. Azadeh et al.   ENERGY POLICY