Forecasting China’s total renewable energy capacity using a novel dynamic fractional order discrete grey model

Veg-W2TCN: A parallel hybrid forecasting framework for non-stationary time series using wavelet and temporal convolution network model

(2023) Manel Rhif et al.   APPLIED SOFT COMPUTING

Generalized βARMA model for double bounded time series forecasting

(2023) Vinícius T. Scher et al.   INTERNATIONAL JOURNAL OF FORECASTING

The more effective option to combat environmental degradation: Energy efficiency vs. renewable energy vs. natural gas?

(2023) Qiang Wang et al.   Energy

Solar photovoltaic power prediction using artificial neural network and multiple regression considering ambient and operating conditions

(2023) Abdelhak Keddouda et al.   ENERGY CONVERSION AND MANAGEMENT

Forecasting clean energy power generation in China based on a novel fractional discrete grey model with a dynamic time-delay function

(2023) Lin Xia et al.   Journal of Cleaner Production

District heating load forecasting with a hybrid model based on LightGBM and FB-prophet

(2023) Asim Shakeel et al.   Journal of Cleaner Production

Forecasting China's hydropower generation using a novel seasonal optimized multivariate grey model

(2023) Youyang Ren et al.   TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE

A novel fractional structural adaptive grey Chebyshev polynomial Bernoulli model and its application in forecasting renewable energy production of China

(2022) Yong Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Energy Consumption and Carbon Emissions: Measurement and Analysis—The Case of Shanghai in China

(2022) Li-Qun Ji et al.   Waste and Biomass Valorization

A comparative analysis of biomass torrefaction severity index prediction from machine learning

(2022) Wei-Hsin Chen et al.   APPLIED ENERGY

Forecasting clean energy generation volume in China with a novel fractional Time-Delay polynomial discrete grey model

(2022) Ye Li et al.   ENERGY AND BUILDINGS

A novel structure adaptive fractional discrete grey forecasting model and its application in China’s crude oil production prediction

(2022) Yong Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Forecast of renewable energy penetration potential in the goal of carbon peaking and carbon neutrality in China

(2022) Peiyan Li et al.   Sustainable Production and Consumption

Using an artificial neural network model for natural gas compositions forecasting

(2022) Jolanta Szoplik et al.   ENERGY

An improved grey multivariable time-delay prediction model with application to the value of high-tech industry

(2022) Huimin Zhou et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel hybrid model based on Laguerre polynomial and multi-objective Runge–Kutta algorithm for wind power forecasting

(2022) Jiahao Ye et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A comprehensive low-risk and cost parallel hybrid method for electricity load forecasting

(2021) Mehdi Khashei et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Prediction of industrial power consumption in Jiangsu Province by regression model of time variable

(2021) Haoran Ma   ENERGY

Comparing Generative Adversarial Networks architectures for electricity demand forecasting

(2021) Nadjib Mohamed Mehdi Bendaoud et al.   ENERGY AND BUILDINGS

PV-Net: An innovative deep learning approach for efficient forecasting of short-term photovoltaic energy production

(2021) Mohamed Abdel-Basset et al.   Journal of Cleaner Production

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

(2021) Zheng-Xin Wang et al.   APPLIED SOFT COMPUTING

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

(2020) Rehan Jamil   RENEWABLE ENERGY

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

(2020) Bo Zeng et al.   APPLIED MATHEMATICAL MODELLING

A novel grey Riccati–Bernoulli model and its application for the clean energy consumption prediction

(2020) Qinzi Xiao et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Wind power prediction using a novel model on wavelet decomposition-support vector machines-improved atomic search algorithm

(2020) Ling-Ling Li et al.   JOURNAL OF CLEANER PRODUCTION

A novel fractional grey Riccati model for carbon emission prediction

(2020) Mingyun Gao et al.   JOURNAL OF CLEANER PRODUCTION

Forecasting manufacturing industrial natural gas consumption of China using a novel time-delayed fractional grey model with multiple fractional order

(2020) Yu Hu et al.   COMPUTATIONAL & APPLIED MATHEMATICS

A novel time-delay multivariate grey model for impact analysis of CO2 emissions from China’s transportation sectors

(2020) Lili Ye et al.   APPLIED MATHEMATICAL MODELLING

A new prediction method based on VMD-PRBF-ARMA-E model considering wind speed characteristic

(2019) Yagang Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Dealing with seasonality by narrowing the training set in time series forecasting with k NN

(2018) Francisco Martínez et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel discrete grey multivariable model and its application in forecasting the output value of China’s high-tech industries

(2018) Song Ding   COMPUTERS & INDUSTRIAL ENGINEERING

Non-homogenous discrete grey model with fractional-order accumulation

(2014) Li-Feng Wu et al.   NEURAL COMPUTING & APPLICATIONS

Grey system model with the fractional order accumulation

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

A genetic algorithm based nonlinear grey Bernoulli model for output forecasting in integrated circuit industry

(2009) Li-Chang Hsu   EXPERT SYSTEMS WITH APPLICATIONS

Discrete grey forecasting model and its optimization

(2008) Nai-ming Xie et al.   APPLIED MATHEMATICAL MODELLING