Forecasting seasonal variations in electricity consumption and electricity usage efficiency of industrial sectors using a grey modeling approach

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

Forecasting the industrial solar energy consumption using a novel seasonal GM(1,1) model with dynamic seasonal adjustment factors

(2020) Zheng-Xin Wang et al.   ENERGY

Projections of Turkey's electricity generation and installed capacity from total renewable and hydro energy using fractional nonlinear grey Bernoulli model and its reduced forms

(2020) Utkucan Şahin   Sustainable Production and Consumption

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

Predicting China’s energy consumption using a novel grey Riccati model

(2020) Wenqing Wu et al.   APPLIED SOFT COMPUTING

Forecasting electricity consumption based on machine learning to improve performance: A case study for the organization of petroleum exporting countries (OPEC)

(2020) Abdullah Khan et al.   COMPUTERS & ELECTRICAL ENGINEERING

Study on the forecast model of electricity substitution potential in Beijing-Tianjin-Hebei region considering the impact of electricity substitution policies

(2020) Yongli Wang et al.   ENERGY POLICY

Forecasting electricity consumption using a novel hybrid model

(2020) Guo-Feng Fan et al.   Sustainable Cities and Society

Deep learning framework to forecast electricity demand

(2019) Jatin Bedi et al.   APPLIED ENERGY

Forecasting the residential solar energy consumption of the United States

(2019) Zheng-Xin Wang et al.   ENERGY

Distributed genetic real-time pricing for multiseller-multibuyer smart grid based on bilevel programming considering random fluctuation of electricity consumption

(2019) Li Tao et al.   COMPUTERS & INDUSTRIAL ENGINEERING

A new multivariable grey prediction model with structure compatibility

(2019) Bo Zeng et al.   APPLIED MATHEMATICAL MODELLING

An optimised grey buffer operator for forecasting the production and sales of new energy vehicles in China

(2019) Ling-Yang He et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

Data-based structure selection for unified discrete grey prediction model

(2019) Bao-lei Wei et al.   EXPERT SYSTEMS WITH APPLICATIONS

Nonlinear grey Bernoulli model based on Fourier transformation and its application in forecasting the electricity consumption in Vietnam

(2019) Ngoc Thang Nguyen et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

A novel conformable fractional non-homogeneous grey model for forecasting carbon dioxide emissions of BRICS countries

(2019) Wenqing Wu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Grey multivariable convolution model with new information priority accumulation

(2018) Lifeng Wu et al.   APPLIED MATHEMATICAL MODELLING

Improved multi-variable grey forecasting model with a dynamic background-value coefficient and its application

(2018) Bo Zeng et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Forecasting China's electricity consumption using a new grey prediction model

(2018) Song Ding et al.   ENERGY

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

(2018) Zheng-Xin Wang et al.   ENERGY

Electricity consumption probability density forecasting method based on LASSO-Quantile Regression Neural Network

(2018) Yaoyao He et al.   APPLIED ENERGY

Predicting the capital intensity of the new energy industry in China using a new hybrid grey model

(2018) Hong-Hao Zheng et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Scenario-based forecast for the electricity demand in Qatar and the role of energy efficiency improvements

(2018) Ahmed Khalifa et al.   ENERGY POLICY

Application of a novel time-delayed polynomial grey model to predict the natural gas consumption in China

(2017) Xin Ma et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Forecasting electricity consumption in Pakistan: the way forward

(2016) Anwar Hussain et al.   ENERGY POLICY

Regression analysis for prediction of residential energy consumption

(2015) Nelson Fumo et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Fifteen years of grey system theory research: A historical review and bibliometric analysis

(2012) Mu-Shang Yin   EXPERT SYSTEMS WITH APPLICATIONS

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

Traffic flow forecasting by seasonal SVR with chaotic simulated annealing algorithm

(2011) Wei-Chiang Hong   NEUROCOMPUTING

Electricity consumption forecasting in Italy using linear regression models

(2009) Vincenzo Bianco et al.   ENERGY