Forecasting the seasonal natural gas consumption in the US using a gray model with dummy variables

Application of a novel structure-adaptative grey model with adjustable time power item for nuclear energy consumption forecasting

(2021) Song Ding et al.   APPLIED ENERGY

A novel grey multivariate model for forecasting landslide displacement

(2021) S.H. Li et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A non-linear systematic grey model for forecasting the industrial economy-energy-environment system

(2021) Zheng-Xin Wang et al.   TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE

Forecasting the daily natural gas consumption with an accurate white-box model

(2021) Nan Wei et al.   ENERGY

A novel forecasting approach based on Multi-Kernel Nonlinear Multivariable Grey Model: a case report

(2020) Huiming Duan et al.   JOURNAL OF CLEANER PRODUCTION

A new-structure grey Verhulst model: Development and performance comparison

(2020) Bo Zeng et al.   APPLIED MATHEMATICAL MODELLING

Tensor alternating least squares grey model and its application to short-term traffic flows

(2020) Huiming Duan et al.   APPLIED SOFT COMPUTING

Multivariable grey prediction evolution algorithm: A new metaheuristic

(2020) Xinlin Xu et al.   APPLIED SOFT COMPUTING

Energy load time-series forecast using decomposition and autoencoder integrated memory network

(2020) Jatin Bedi et al.   APPLIED SOFT COMPUTING

Predictive analysis of the air quality indicators in the Yangtze River Delta in China: An application of a novel seasonal grey model

(2020) Weijie Zhou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Forecasting the monthly iron ore import of China using a model combining empirical mode decomposition, non-linear autoregressive neural network, and autoregressive integrated moving average

(2020) Zheng-Xin Wang et al.   APPLIED SOFT COMPUTING

A novel grey model based on traditional Richards model and its application in COVID-19

(2020) Xilin Luo et al.   CHAOS SOLITONS & FRACTALS

Predicting monthly natural gas production in China using a novel grey seasonal model with particle swarm optimization

(2020) Nu Li et al.   ENERGY

A novel adaptive discrete grey model with time-varying parameters for long-term photovoltaic power generation forecasting

(2020) Song Ding et al.   ENERGY CONVERSION AND MANAGEMENT

A MFO-based conformable fractional nonhomogeneous grey Bernoulli model for natural gas production and consumption forecasting

(2020) Chengli Zheng et al.   APPLIED SOFT COMPUTING

A developed hybrid forecasting system for energy consumption structure forecasting based on fuzzy time series and information granularity

(2020) Ping Jiang et al.   ENERGY

Hourly PM2.5 concentration forecast using stacked autoencoder model with emphasis on seasonality

(2019) Yun Bai et al.   JOURNAL OF CLEANER PRODUCTION

Toward efficient energy systems based on natural gas consumption prediction with LSTM Recurrent Neural Networks

(2019) Oussama Laib et al.   ENERGY

A hybrid hourly natural gas demand forecasting method based on the integration of wavelet transform and enhanced Deep-RNN model

(2019) Huai Su et al.   ENERGY

The conformable fractional grey system model

(2019) Xin Ma et al.   ISA TRANSACTIONS

Model comparison of GM(1,1) and DGM(1,1) based on Monte-Carlo simulation

(2019) Zheng-Xin Wang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Scoping the potential usefulness of seasonal climate forecasts for solar power management

(2019) Matteo De Felice et al.   RENEWABLE ENERGY

Short-term forecasting of renewable energy consumption: Augmentation of a modified grey model with a Kalman filter

(2019) Sompop Moonchai et al.   APPLIED SOFT COMPUTING

Seasonal forecasts of wind power generation

(2019) Ll. Lledó et al.   RENEWABLE ENERGY

A novel decomposition‐ensemble model for forecasting short‐term load‐time series with multiple seasonal patterns

(2018) Xiaobo Zhang et al.   APPLIED SOFT COMPUTING

A seasonal GM(1,1) model for forecasting the electricity consumption of the primary economic sectors

(2018) Zheng-Xin Wang et al.   ENERGY

Forecasting mid-long term electric energy consumption through bagging ARIMA and exponential smoothing methods

(2018) Erick Meira de Oliveira et al.   ENERGY

Forecasting U.S. shale gas monthly production using a hybrid ARIMA and metabolic nonlinear grey model

(2018) Qiang Wang et al.   ENERGY

Multi-step-ahead crude oil price forecasting using a hybrid grey wave model

(2018) Yanhui Chen et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Forecasting the incidence of tuberculosis in China using the seasonal auto-regressive integrated moving average (SARIMA) model

(2018) Qiang Mao et al.   Journal of Infection and Public Health

A SVR-ANN combined model based on ensemble EMD for rainfall prediction

(2018) Yu Xiang et al.   APPLIED SOFT COMPUTING

Logistic growth curve modeling of US energy production and consumption

(2018) Tyler M. Harris et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Structural combination of seasonal exponential smoothing forecasts applied to load forecasting

(2018) Juan F. Rendon-Sanchez et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Daily pattern prediction based classification modeling approach for day-ahead electricity price forecasting

(2018) Fei Wang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A seasonal direct optimal hybrid model of computational intelligence and soft computing techniques for electricity load forecasting

(2017) Fatemeh Chahkoutahi et al.   ENERGY

Model for forecasting residential heat demand based on natural gas consumption and energy performance indicators

(2016) Alessandro Spoladore et al.   APPLIED ENERGY

A combined model based on multiple seasonal patterns and modified firefly algorithm for electrical load forecasting

(2016) Liye Xiao et al.   APPLIED ENERGY

ARIMA-based decoupled time series forecasting of electric vehicle charging demand for stochastic power system operation

(2016) M. Hadi Amini et al.   ELECTRIC POWER SYSTEMS RESEARCH

Seasonal climate forecasts for medium-term electricity demand forecasting

(2015) Matteo De Felice et al.   APPLIED ENERGY

Forecasting holiday daily tourist flow based on seasonal support vector regression with adaptive genetic algorithm

(2015) Rong Chen et al.   APPLIED SOFT COMPUTING

Short term load forecasting using wavelet transform combined with Holt–Winters and weighted nearest neighbor models

(2015) G. Sudheer et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Short term electric load forecasting by wavelet transform and grey model improved by PSO (particle swarm optimization) algorithm

(2014) Saadat Bahrami et al.   ENERGY

Short term load forecasting technique based on the seasonal exponential adjustment method and the regression model

(2013) Jie Wu et al.   ENERGY CONVERSION AND MANAGEMENT

Grey system model with the fractional order accumulation

(2012) Lifeng Wu et al.   Communications in Nonlinear Science and Numerical Simulation

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

(2012) Yuanyuan Wang et al.   ENERGY POLICY

Optimization models based on GM (1,1) and seasonal fluctuation for electricity demand forecasting

(2012) Jianzhou Wang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Cyclic electric load forecasting by seasonal SVR with chaotic genetic algorithm

(2012) Wei-Chiang Hong et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A seasonal hybrid procedure for electricity demand forecasting in China

(2011) Suling Zhu et al.   APPLIED ENERGY

A trend fixed on firstly and seasonal adjustment model combined with the ε-SVR for short-term forecasting of electricity demand

(2009) Jianzhou Wang et al.   ENERGY POLICY