4.6 Article

An MPA-based optimized grey Bernoulli model for China's petroleum consumption forecasting

Related references

Note: Only part of the references are listed.
Article Computer Science, Artificial Intelligence

An optimized nonlinear grey Bernoulli prediction model and its application in natural gas production

Chong Liu et al.

Summary: This paper accurately predicts natural gas production and proposes an optimized grey system model to address the issue. By applying five intelligent optimization algorithms, the model demonstrates good predictive performance and applicability, making it highly feasible for studying natural gas production in China.

EXPERT SYSTEMS WITH APPLICATIONS (2022)

Article Mathematics, Interdisciplinary Applications

Crude oil price prediction based on LSTM network and GM (1,1) model

Tianxiang Yao et al.

Summary: This paper proposes a multi-step prediction method combining empirical mode decomposition, long short-term memory network and GM (1,1) model for forecasting crude oil price series. The model shows high accuracy in predicting long-term influences with different parameters for specific components.

GREY SYSTEMS-THEORY AND APPLICATION (2021)

Article Mathematics, Interdisciplinary Applications

APPLICATION OF OPTIMIZED FRACTIONAL GREY MODEL-BASED VARIABLE BACKGROUND VALUE TO PREDICT ELECTRICITY CONSUMPTION

Chong Liu et al.

Summary: This study proposes a novel fractional grey model-based variable background value by reconstructing a dynamic background value using the composite integral median theorem, and employs the Particle Swarm Optimization algorithm to determine the optimum values. The model's superiority is verified on electricity consumption data from Beijing and Inner Mongolia, predicting their future consumption levels accurately.

FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY (2021)

Article

OIL CONSUMPTION FORECASTING USING ARIMA MODELS: AN EMPIRICAL STUDY FOR GREECE

Chaido Dritsaki et al.

International Journal of Energy Economics and Policy (2021)

Article Green & Sustainable Science & Technology

Future of renewable energy consumption in France, Germany, Italy, Spain, Turkey and UK by 2030 using optimized fractional nonlinear grey Bernoulli model

Utkucan Sahin

Summary: This study forecasts the total final energy consumption and energy consumption from renewable energy sources in France, Germany, Italy, Spain, Turkey, and the UK by 2030. The results are compared with the national targets of these countries, with the study estimating the share of renewable energy sources in the total final energy consumption for each country.

SUSTAINABLE PRODUCTION AND CONSUMPTION (2021)

Article Energy & Fuels

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

Song Ding et al.

Summary: This paper introduces a novel structure-adaptive grey model for accurately predicting nuclear energy consumption and overcoming fundamental flaws in conventional models. By utilizing the Cultural Algorithm and Probability Density Analysis, the model's accuracy and robustness are significantly improved.

APPLIED ENERGY (2021)

Article Energy & Fuels

Forecasting Oil Demand with the Development of Comprehensive Tourism

Yanrong Huang et al.

Summary: This paper analyzes the influence of 15 major factors on domestic oil demand in China from the perspective of comprehensive tourism analysis. It is found that domestic tourism revenue and total tourism expenditure show the best correlation with oil demand. The Layer Recurrent Neural Network method demonstrates high prediction accuracy and stability in forecasting the influence of selected factors on oil consumption demand in China.

CHEMISTRY AND TECHNOLOGY OF FUELS AND OILS (2021)

Article Automation & Control Systems

The conformable fractional grey system model

Xin Ma et al.

ISA TRANSACTIONS (2020)

Article Mathematics, Interdisciplinary Applications

Forecasting the cumulative number of confirmed cases of COVID-19 in Italy, UK and USA using fractional nonlinear grey Bernoulli model

Utkucan Sahin et al.

CHAOS SOLITONS & FRACTALS (2020)

Article Engineering, Multidisciplinary

A novel Grey Bernoulli model for short-term natural gas consumption forecasting

Wenqing Wu et al.

APPLIED MATHEMATICAL MODELLING (2020)

Article Computer Science, Artificial Intelligence

Marine Predators Algorithm: A nature-inspired metaheuristic

Afshin Faramarzi et al.

EXPERT SYSTEMS WITH APPLICATIONS (2020)

Article Green & Sustainable Science & Technology

Forecasting CO2 emissions of China's cement industry using a hybrid Verhulst-GM(1,N) model and emissions' technical conversion

Jeffrey Ofosu-Adarkwa et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2020)

Article Green & Sustainable Science & Technology

Forecast of biofuel production and consumption in top CO2 emitting countries using a novel grey model

Saad Ahmed Javed et al.

JOURNAL OF CLEANER PRODUCTION (2020)

Article Computer Science, Artificial Intelligence

A new-structure grey Verhulst model for China's tight gas production forecasting

Bo Zeng et al.

APPLIED SOFT COMPUTING (2020)

Article Engineering, Multidisciplinary

A new multivariable grey prediction model with structure compatibility

Bo Zeng et al.

APPLIED MATHEMATICAL MODELLING (2019)

Article Engineering, Multidisciplinary

Optimal solution for novel grey polynomial prediction model

Baolei Wei et al.

APPLIED MATHEMATICAL MODELLING (2018)

Article Green & Sustainable Science & Technology

Toward to economic growth without emission growth: The role of urbanization and industrialization in China and India

Qiang Wang et al.

JOURNAL OF CLEANER PRODUCTION (2018)

Article Mathematics, Applied

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

Xin Ma et al.

JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS (2017)

Article Mathematics, Interdisciplinary Applications

Using the GM(1,1) model cluster to forecast global oil consumption

Chaoqing Yuan et al.

GREY SYSTEMS-THEORY AND APPLICATION (2017)

Article Computer Science, Artificial Intelligence

Petroleum demand forecasting for Taiwan using modified fuzzy-grey algorithms

Shin-Li Lu et al.

EXPERT SYSTEMS (2016)

Article Green & Sustainable Science & Technology

An improved grey neural network forecasting method based on genetic algorithm for oil consumption of China

Yi Yang et al.

JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY (2016)

Review Green & Sustainable Science & Technology

Carbon emissions and oil consumption in Saudi Arabia

Khalid Alkhathlan et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2015)

Article Engineering, Multidisciplinary

A novel grey forecasting model and its optimization

Jie Cui et al.

APPLIED MATHEMATICAL MODELLING (2013)

Article Mathematics, Applied

Grey system model with the fractional order accumulation

Lifeng Wu et al.

COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION (2013)

Article Engineering, Multidisciplinary

An optimized NGBM(1,1) model for forecasting the qualified discharge rate of industrial wastewater in China

Zheng-Xin Wang et al.

APPLIED MATHEMATICAL MODELLING (2011)

Article Economics

China's energy security, the Malacca dilemma and responses

ZhongXiang Zhang

ENERGY POLICY (2011)

Article Mathematics, Interdisciplinary Applications

Application of the novel nonlinear grey Bernoulli model for forecasting unemployment rate

Chun-I Chen

CHAOS SOLITONS & FRACTALS (2008)

Article Engineering, Geological

Artificial Neural Network Prediction Models for Soil Compaction and Permeability

Sunil Sinha et al.

GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2008)

Review Computer Science, Theory & Methods

A tutorial on support vector regression

AJ Smola et al.

STATISTICS AND COMPUTING (2004)