Xinsong Niu

Nanjing Agricultural University — China

Engineering · Physical Sciences

24h-index2.0kcitations28works3.52yr avg
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Research Topics

Energy Load and Power Forecasting(20), Electric Power System Optimization(10), Grey System Theory Applications(8), Solar Radiation and Photovoltaics(7), Wind Energy Research and Development(4)

Publications28 total

Profit-oriented loan default prediction for the financial industry: a fusion framework with interpretability
Financial Innovation·2026Open Access
Environmental policy-driven electricity consumption prediction: A novel buffer-corrected Hausdorff fractional grey model informed by two-stage enhanced multi-objective optimization
Journal of Environmental Management·2025· 7 cited
Novel wind-speed prediction system based on dimensionality reduction and nonlinear weighting strategy for point-interval prediction
Expert Systems with Applications·2023· 26 cited
A wind speed forecasting system for the construction of a smart grid with two-stage data processing based on improved ELM and deep learning strategies
Expert Systems with Applications·2023· 75 cited
Extreme gradient boosting trees with efficient Bayesian optimization for profit-driven customer churn prediction
Technological Forecasting and Social Change·2023· 63 citedOpen Access
Forecasting system with sub-model selection strategy for photovoltaic power output forecasting
Earth Science Informatics·2023· 8 cited
Hospitality order cancellation prediction from a profit-driven perspective
International Journal of Contemporary Hospitality Management·2022· 35 cited
Quantile deep learning model and multi-objective opposition elite marine predator optimization algorithm for wind speed prediction
Applied Mathematical Modelling·2022· 39 cited
A combined forecasting framework including point prediction and interval prediction for carbon emission trading prices
Renewable Energy·2022· 44 cited
Combined water quality forecasting system based on multiobjective optimization and improved data decomposition integration strategy
Journal of Forecasting·2022· 18 cited
Ensemble wind speed forecasting system based on optimal model adaptive selection strategy: Case study in China
Sustainable Energy Technologies and Assessments·2022· 28 cited
The influence of international oil prices on the exchange rates of oil exporting countries: Based on the hybrid copula function
Resources Policy·2022· 34 cited
A novel decomposition-ensemble forecasting system for dynamic dispatching of smart grid with sub-model selection and intelligent optimization
Expert Systems with Applications·2022· 35 cited
Novel deterministic and probabilistic combined system based on deep learning and self-improved optimization algorithm for wind speed forecasting
Sustainable Energy Technologies and Assessments·2022· 29 cited
A newly combination model based on data denoising strategy and advanced optimization algorithm for short-term wind speed prediction
Journal of Ambient Intelligence and Humanized Computing·2022· 35 cited
Carbon price forecasting system based on error correction and divide-conquer strategies
Applied Soft Computing·2021· 104 cited
Ensemble wind speed forecasting with multi-objective Archimedes optimization algorithm and sub-model selection
Applied Energy·2021· 105 cited
Point and interval prediction for non-ferrous metals based on a hybrid prediction framework
Resources Policy·2021· 42 cited
Impacts of haze pollution on China's tourism industry: A system of economic loss analysis
Journal of Environmental Management·2021· 107 cited
Wind speed prediction system based on data pre-processing strategy and multi-objective dragonfly optimization algorithm
Sustainable Energy Technologies and Assessments·2021· 30 cited
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Frequent Co-authors

Jianzhou Wang(22), Lifang Zhang(13), Zhenkun Liu(12), Danxiang Wei(4), Ping Jiang(3), Mengzheng Lv(3), Jiyang Wang(2), Zhiwu Li(2), Lifang Zhang(2), Linyue Zhang(2), Jing Li(2), Yuqi Dong(2), Hao Yan(1), Wenyu Zhang(1), Xiaojia Huang(1), Koen W. De Bock(1), Bo He(1), Honggang Guo(1), Aiyi Song(1), Haiyan Lu(1)