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Xin Ma · Study
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Author
Xin Ma
34 works
· latest 2024
· 3 institutions
cluster: provisional
ORCID 0000-0001-7847-911X
Works
34 shown
Hybrid framework combining grey system model with Gaussian process and STL for CO 2 emissions forecasting in developed countries
Applied Energy
·
2024
·
4 authors
57
citations
A novel structure adaptive new information priority discrete grey prediction model and its application in renewable energy generation forecasting
Applied Energy
·
2022
·
5 authors
98
citations
A novel fractional structural adaptive grey Chebyshev polynomial Bernoulli model and its application in forecasting renewable energy production of China
Expert Systems with Applications
·
2022
·
8 authors
59
citations
Forecasting China's energy production and consumption based on a novel structural adaptive Caputo fractional grey prediction model
Energy
·
2022
·
7 authors
61
citations
Self-adaptive discrete grey model based on a novel fractional order reverse accumulation sequence and its application in forecasting clean energy power generation in China
Energy
·
2022
·
6 authors
59
citations
A novel fractional time-delayed grey Bernoulli forecasting model and its application for the energy production and consumption prediction
Engineering Applications of Artificial Intelligence
·
2022
·
8 authors
72
citations
A novel Hausdorff fractional NGMC(p,n) grey prediction model with Grey Wolf Optimizer and its applications in forecasting energy production and conversion of China
Applied Mathematical Modelling
·
2021
·
8 authors
·
Open access
74
citations
Application of a novel time-delayed power-driven grey model to forecast photovoltaic power generation in the Asia-Pacific region
Sustainable Energy Technologies and Assessments
·
2021
·
6 authors
82
citations
A novel elastic net-based NGBMC(1,n) model with multi-objective optimization for nonlinear time series forecasting
Communications in Nonlinear Science and Numerical Simulation
·
2021
·
5 authors
63
citations
Energy price prediction using data-driven models: A decade review
Computer Science Review
·
2020
·
4 authors
91
citations
A novel multi-variable grey forecasting model and its application in forecasting the grain production in China
Computers & Industrial Engineering
·
2020
·
3 authors
93
citations
Forecasting manufacturing industrial natural gas consumption of China using a novel time-delayed fractional grey model with multiple fractional order
Computational and Applied Mathematics
·
2020
·
5 authors
·
Open access
58
citations
A new-structure grey Verhulst model for China’s tight gas production forecasting
Applied Soft Computing
·
2020
·
3 authors
113
citations
Predicting China’s energy consumption using a novel grey Riccati model
Applied Soft Computing
·
2020
·
5 authors
71
citations
A novel Grey Bernoulli model for short-term natural gas consumption forecasting
Applied Mathematical Modelling
·
2020
·
6 authors
·
Open access
114
citations
Modeling Method of the Grey GM(1,1) Model with Interval Grey Action Quantity and Its Application
Complexity
·
2020
·
3 authors
·
Open access
68
citations
A new-structure grey Verhulst model: Development and performance comparison
Applied Mathematical Modelling
·
2020
·
3 authors
·
Open access
130
citations
Driving forces of China’s CO2 emissions from energy consumption based on Kaya-LMDI methods
The Science of The Total Environment
·
2019
·
8 authors
297
citations
Carbon trading volume and price forecasting in China using multiple machine learning models
Journal of Cleaner Production
·
2019
·
4 authors
294
citations
Application of a new information priority accumulated grey model with time power to predict short-term wind turbine capacity
Journal of Cleaner Production
·
2019
·
4 authors
·
Open access
90
citations
Improved GM(1,1) model based on Simpson formula and its applications
arXiv (Cornell University)
·
2019
·
3 authors
·
preprint
·
Open access
55
citations
The conformable fractional grey system model
ISA Transactions
·
2019
·
5 authors
·
Open access
303
citations
Research on a novel fractional GM(α, n) model and its applications
Grey Systems Theory and Application
·
2019
·
5 authors
60
citations
A novel fractional time delayed grey model with Grey Wolf Optimizer and its applications in forecasting the natural gas and coal consumption in Chongqing China
Energy
·
2019
·
4 authors
265
citations
Analysis of novel FAGM(1,1,tα) model to forecast health expenditure of China
Grey Systems Theory and Application
·
2019
·
5 authors
52
citations
Forecasting short-term renewable energy consumption of China using a novel fractional nonlinear grey Bernoulli model
Renewable Energy
·
2019
·
5 authors
279
citations
The novel fractional discrete multivariate grey system model and its applications
Applied Mathematical Modelling
·
2019
·
5 authors
·
Open access
202
citations
Spatial econometric analysis of carbon emission intensity in Chinese provinces from the perspective of innovation-driven
Environmental Science and Pollution Research
·
2019
·
5 authors
81
citations
Application of the novel fractional grey model FAGMO(1,1,k) to predict China's nuclear energy consumption
Energy
·
2018
·
5 authors
·
Open access
121
citations
Application of a novel nonlinear multivariate grey Bernoulli model to predict the tourist income of China
Journal of Computational and Applied Mathematics
·
2018
·
3 authors
·
Open access
161
citations
The kernel-based nonlinear multivariate grey model
Applied Mathematical Modelling
·
2017
·
2 authors
·
Open access
119
citations
Application of a novel time-delayed polynomial grey model to predict the natural gas consumption in China
Journal of Computational and Applied Mathematics
·
2017
·
1 author
·
Open access
163
citations
A novel kernel regularized nonhomogeneous grey model and its applications
Communications in Nonlinear Science and Numerical Simulation
·
2016
·
3 authors
90
citations
Research on the novel recursive discrete multivariate grey prediction model and its applications
Applied Mathematical Modelling
·
2015
·
2 authors
·
Open access
67
citations