代洪彬｜重庆师范大学｜学者主页

2026

Monthly PM2.5 Forecasting with Temporally Constrained Rolling Decomposition and DenseMamba

Hongbin Dai, Chen Wu, Qinqin Zhang, Huibin Zeng

DOI

2026

Multi-Horizon Probabilistic Wind Power Forecasting for Mountainous Wind Farms Based on Entropy-Weighted Fusion and Permutation Entropy-Guided Decomposition

Chunhui Liu, Bilin Shao, Dawen Nie, Ning Tian, Hongbin Dai, Huibin Zeng, Wei Zhao, Xue Zhao, Xinyu Liu, Caiyun Qin

Entropy

DOI

2026

Uncertainty-aware prediction and decision support for disc-cutter consumption in hard-rock TBM tunnelling

Xue Zhao, Bi-Lin Shao, Wei-Hong Gu, Huibin Zeng, Hongbin Dai

Transportation Geotechnics

DOI

2026

Mixed Forecast of Air Quality Index with a Bibranch Parallel Architecture Considering Seasonal Heterogeneity

Huibin Zeng, Ying Liu, Hongbin Dai, Xue Zhao, Ning Tian

Entropy

DOI

2026

A granular-ball ensemble learning framework for interpretable haze risk assessment

Hongbin Dai, Chen Wu, Guangqiu Huang, Jing-Jing Wang, Huibin Zeng

Chemical engineering research & design

DOI

2026

Study on the Impact of Electrical Substitution Coefficient on Natural Gas Load Forecasting Under Deep Electrification Scenario for Sustainable Energy Systems

Wei Zhao, Bi-Lin Shao, Yan Cao, Ming Hou, Chun-Hui Liu, Huibin Zeng, Hongbin Dai, Ning Tian

Sustainability

DOI

2026

Assessing CO2 mitigation and PM2.5 exposure reduction co-benefits under urban land-use scenarios: Evidence from Xi’an, China

Xue Zhao, Bi-Lin Shao, Jia Su, Huibin Zeng, Hongbin Dai

Sustainable cities and society

DOI

2025

Spatio-temporal network risk evolution of PM2.5 transmission pathways considering volatility

Hongbin Dai, Huibin Zeng, Guangqiu Huang

Results in Engineering

DOI

2025

Natural gas bi-level demand response strategies considering incentives and complexities under dynamic pricing

Huibin Zeng, Jie Zhou, Hongbin Dai

Scientific Reports

DOI

2023

Multi-objective optimal dispatch strategy for power systems with Spatio-temporal distribution of air pollutants

Hongbin Dai, Guangqiu Huang, Huibin Zeng

Sustainable cities and society

DOI

2023

Natural gas demand response strategy considering user satisfaction and load volatility under dynamic pricing

Huibin Zeng, Bi-Lin Shao, Hongbin Dai, Yichuan Yan, Ning Tian

Energy

DOI

2023

Incentive-based demand response strategies for natural gas considering carbon emissions and load volatility

Huibin Zeng, Bi-Lin Shao, Hongbin Dai, Ning Tian, Wei Zhao

Applied Energy

DOI

2023

VAR-tree model based spatio-temporal characterization and prediction of O3 concentration in China.

Hongbin Dai, Guangqiu Huang, JingJing Wang, Huibin Zeng

Ecotoxicology and Environmental Safety

DOI

2022

Haze Risk Assessment Based on Improved PCA-MEE and ISPO-LightGBM Model

Hongbin Dai, Guangqiu Huang, Huibin Zeng, Rongchuan Yu

Systems，Vol. 10, No. 6

DOI

2022

Analysis of Influencing Factors and Trend Forecast of CO2 Emission in Chengdu-Chongqing Urban Agglomeration

Huibin Zeng, Bilin Shao, Genqing Bian, Hongbin Dai, Fangyu Zhou

Sustainability，Vol. 14, No. 3

DOI

2022

Spatio-Temporal Characteristics of PM2.5 Concentrations in China Based on Multiple Sources of Data and LUR-GBM during 2016–2021

Hongbin Dai, Guangqiu Huang, JingJing Wang, Huibin Zeng, Fangyu Zhou

International Journal of Environmental Research and Public Health

DOI

2022

Regional VOCs Gathering Situation Intelligent Sensing Method Based on Spatial-Temporal Feature Selection

Hongbin Dai, Guangqiu Huang, JingJing Wang, Huibin Zeng, Fangyu Zhou

Atmosphere

DOI

2022

Prediction of fluctuation loads based on GARCH family-CatBoost-CNNLSTM

Huibin Zeng, Bi-Lin Shao, Hongbin Dai, Yichuan Yan, Ning Tian

Energy

DOI

2022

Haze Risk Assessment and Trend Evolution in Fenwei Plain Based on PCA-XGBoost

Hongbin Dai, Guangqiu Huang, Huibin Zeng, Rongchuan Yu, JingJing Wang

2022 International Conference on Environmental Science and Green Energy (ICESGE)

DOI

2022

Analysis of Spatio-Temporal Characteristics and Trend Forecast of Building Industry VOCs Emissions in China

Hongbin Dai, Guangqiu Huang, JingJing Wang, Huibin Zeng

Buildings

DOI

2022

A hybrid deep learning approach by integrating extreme gradient boosting‐long short‐term memory with generalized autoregressive conditional heteroscedasticity family models for natural gas load volatility prediction

Huibin Zeng, Bi-Lin Shao, Gen-Qing Bian, Hongbin Dai, Fangyu Zhou

Energy Science & Engineering

DOI

2021

PM2.5 Concentration Prediction Based on Spatiotemporal Feature Selection Using XGBoost-MSCNN-GA-LSTM

Hongbin Dai, Guangqiu Huang, Huibin Zeng, Fan Yang

Sustainability，Vol. 13, No. 21

DOI

2021

Prediction of Air Pollutant Concentration Based on One-Dimensional Multi-Scale CNN-LSTM Considering Spatial-Temporal Characteristics: A Case Study of Xi’an, China

Hongbin Dai, Guangqiu Huang, JingJing Wang, Huibin Zeng, Fangyu Zhou

Atmosphere

DOI

代洪彬

精选作品

期刊论文

Monthly PM2.5 Forecasting with Temporally Constrained Rolling Decomposition and DenseMamba

Multi-Horizon Probabilistic Wind Power Forecasting for Mountainous Wind Farms Based on Entropy-Weighted Fusion and Permutation Entropy-Guided Decomposition

Uncertainty-aware prediction and decision support for disc-cutter consumption in hard-rock TBM tunnelling

Mixed Forecast of Air Quality Index with a Bibranch Parallel Architecture Considering Seasonal Heterogeneity

A granular-ball ensemble learning framework for interpretable haze risk assessment

Study on the Impact of Electrical Substitution Coefficient on Natural Gas Load Forecasting Under Deep Electrification Scenario for Sustainable Energy Systems

Assessing CO2 mitigation and PM2.5 exposure reduction co-benefits under urban land-use scenarios: Evidence from Xi’an, China

Spatio-temporal network risk evolution of PM2.5 transmission pathways considering volatility

Natural gas bi-level demand response strategies considering incentives and complexities under dynamic pricing

Multi-objective optimal dispatch strategy for power systems with Spatio-temporal distribution of air pollutants

Natural gas demand response strategy considering user satisfaction and load volatility under dynamic pricing

Incentive-based demand response strategies for natural gas considering carbon emissions and load volatility

VAR-tree model based spatio-temporal characterization and prediction of O3 concentration in China.

Haze Risk Assessment Based on Improved PCA-MEE and ISPO-LightGBM Model

Analysis of Influencing Factors and Trend Forecast of CO2 Emission in Chengdu-Chongqing Urban Agglomeration

Spatio-Temporal Characteristics of PM2.5 Concentrations in China Based on Multiple Sources of Data and LUR-GBM during 2016–2021

Regional VOCs Gathering Situation Intelligent Sensing Method Based on Spatial-Temporal Feature Selection

Prediction of fluctuation loads based on GARCH family-CatBoost-CNNLSTM

Haze Risk Assessment and Trend Evolution in Fenwei Plain Based on PCA-XGBoost

Analysis of Spatio-Temporal Characteristics and Trend Forecast of Building Industry VOCs Emissions in China

A hybrid deep learning approach by integrating extreme gradient boosting‐long short‐term memory with generalized autoregressive conditional heteroscedasticity family models for natural gas load volatility prediction

PM2.5 Concentration Prediction Based on Spatiotemporal Feature Selection Using XGBoost-MSCNN-GA-LSTM

Prediction of Air Pollutant Concentration Based on One-Dimensional Multi-Scale CNN-LSTM Considering Spatial-Temporal Characteristics: A Case Study of Xi’an, China

研究方向