总计发表论文60余篇，以第一或通讯作者发表学术论文30篇，其中SCI检索20篇，EI检索2篇，入选美国斯坦福大学与Elsevier联合发布的2023、2024和2025年度全球前2%顶尖科学家榜单，以下简要列出成果：
1. 乔伟彪, 陈保东, 等. 基于混沌理论和 Volterra 自适应滤波器的天然气负荷预测. 中国科学: 技术科学, 2015, (1), 91-102.
2. Qiao, W., Yang, Z., Kang, Z., et al. (2020). Short-term natural gas consumption prediction based on Volterra adaptive filter and improved whale optimization algorithm. Engineering Applications of Artificial Intelligence, 87, 103323. (中科院JCR大类二区，TOP)
3. Qiao, W., Lu, H., Zhou, G., et al. (2020). A hybrid algorithm for carbon dioxide emissions forecasting based on improved lion swarm optimizer. Journal of Cleaner Production, 244, 118612. (中科院JCR大类一区，TOP)
4. Qiao, W., Wang, Y., Zhang, J., et al. (2021). An innovative coupled model in view of wavelet transform for predicting short-term PM10 concentration. Journal of Environmental Management, 289, 112438. (中科院JCR大类二区，TOP)
5. Qiao, W., Liu, W., & Liu, E. (2021). A combination model based on wavelet transform for predicting the difference between monthly natural gas production and consumption of US. Energy, 121216. (中科院JCR大类一区，ESI高被引，TOP)
6. Qiao, W., Fu, Z., Du, M., et al. (2023). Seasonal peak load prediction of underground gas storage using a novel two-stage model combining improved complete ensemble empirical mode decomposition and long short-term memory with a sparrow search algorithm. Energy, 274, 127376. (中科院JCR大类一区，ESI高被引，TOP)
7. Qiao, W., Ma, Q., Yang, Y., et al. (2024). Natural gas consumption forecasting using a novel two-stage model based on improved sparrow search algorithm. Journal of Pipeline Science and Engineering, 100220. (EI)
总计发表论文60余篇，以第一或通讯作者发表学术论文30篇，其中SCI检索20篇，EI检索2篇，入选美国斯坦福大学与Elsevier联合发布的2023、2024和2025年度全球前2%顶尖科学家榜单，以下简要列出成果：
1. 乔伟彪, 陈保东, 等. 基于混沌理论和 Volterra 自适应滤波器的天然气负荷预测. 中国科学: 技术科学, 2015, (1), 91-102.
2. Qiao, W., Yang, Z., Kang, Z., et al. (2020). Short-term natural gas consumption prediction based on Volterra adaptive filter and improved whale optimization algorithm. Engineering Applications of Artificial Intelligence, 87, 103323. (中科院JCR大类二区，TOP)
3. Qiao, W., Lu, H., Zhou, G., et al. (2020). A hybrid algorithm for carbon dioxide emissions forecasting based on improved lion swarm optimizer. Journal of Cleaner Production, 244, 118612. (中科院JCR大类一区，TOP)
4. Qiao, W., Wang, Y., Zhang, J., et al. (2021). An innovative coupled model in view of wavelet transform for predicting short-term PM10 concentration. Journal of Environmental Management, 289, 112438. (中科院JCR大类二区，TOP)
5. Qiao, W., Liu, W., & Liu, E. (2021). A combination model based on wavelet transform for predicting the difference between monthly natural gas production and consumption of US. Energy, 121216. (中科院JCR大类一区，ESI高被引，TOP)
6. Qiao, W., Fu, Z., Du, M., et al. (2023). Seasonal peak load prediction of underground gas storage using a novel two-stage model combining improved complete ensemble empirical mode decomposition and long short-term memory with a sparrow search algorithm. Energy, 274, 127376. (中科院JCR大类一区，ESI高被引，TOP)
7. Qiao, W., Ma, Q., Yang, Y., et al. (2024). Natural gas consumption forecasting using a novel two-stage model based on improved sparrow search algorithm. Journal of Pipeline Science and Engineering, 100220. (EI)
总计发表论文60余篇，以第一或通讯作者发表学术论文30篇，其中SCI检索20篇，EI检索2篇，入选美国斯坦福大学与Elsevier联合发布的2023、2024和2025年度全球前2%顶尖科学家榜单，以下简要列出成果：
1. 乔伟彪, 陈保东, 等. 基于混沌理论和 Volterra 自适应滤波器的天然气负荷预测. 中国科学: 技术科学, 2015, (1), 91-102.
2. Qiao, W., Yang, Z., Kang, Z., et al. (2020). Short-term natural gas consumption prediction based on Volterra adaptive filter and improved whale optimization algorithm. Engineering Applications of Artificial Intelligence, 87, 103323. (中科院JCR大类二区，TOP)
3. Qiao, W., Lu, H., Zhou, G., et al. (2020). A hybrid algorithm for carbon dioxide emissions forecasting based on improved lion swarm optimizer. Journal of Cleaner Production, 244, 118612. (中科院JCR大类一区，TOP)
4. Qiao, W., Wang, Y., Zhang, J., et al. (2021). An innovative coupled model in view of wavelet transform for predicting short-term PM10 concentration. Journal of Environmental Management, 289, 112438. (中科院JCR大类二区，TOP)
5. Qiao, W., Liu, W., & Liu, E. (2021). A combination model based on wavelet transform for predicting the difference between monthly natural gas production and consumption of US. Energy, 121216. (中科院JCR大类一区，ESI高被引，TOP)
6. Qiao, W., Fu, Z., Du, M., et al. (2023). Seasonal peak load prediction of underground gas storage using a novel two-stage model combining improved complete ensemble empirical mode decomposition and long short-term memory with a sparrow search algorithm. Energy, 274, 127376. (中科院JCR大类一区，ESI高被引，TOP)
7. Qiao, W., Ma, Q., Yang, Y., et al. (2024). Natural gas consumption forecasting using a novel two-stage model based on improved sparrow search algorithm. Journal of Pipeline Science and Engineering, 100220. (EI)
总计发表论文60余篇，以第一或通讯作者发表学术论文30篇，其中SCI检索20篇，EI检索2篇，入选美国斯坦福大学与Elsevier联合发布的2023、2024和2025年度全球前2%顶尖科学家榜单，以下简要列出成果：
1. 乔伟彪, 陈保东, 等. 基于混沌理论和 Volterra 自适应滤波器的天然气负荷预测. 中国科学: 技术科学, 2015, (1), 91-102.
2. Qiao, W., Yang, Z., Kang, Z., et al. (2020). Short-term natural gas consumption prediction based on Volterra adaptive filter and improved whale optimization algorithm. Engineering Applications of Artificial Intelligence, 87, 103323. (中科院JCR大类二区，TOP)
3. Qiao, W., Lu, H., Zhou, G., et al. (2020). A hybrid algorithm for carbon dioxide emissions forecasting based on improved lion swarm optimizer. Journal of Cleaner Production, 244, 118612. (中科院JCR大类一区，TOP)
4. Qiao, W., Wang, Y., Zhang, J., et al. (2021). An innovative coupled model in view of wavelet transform for predicting short-term PM10 concentration. Journal of Environmental Management, 289, 112438. (中科院JCR大类二区，TOP)
5. Qiao, W., Liu, W., & Liu, E. (2021). A combination model based on wavelet transform for predicting the difference between monthly natural gas production and consumption of US. Energy, 121216. (中科院JCR大类一区，ESI高被引，TOP)
6. Qiao, W., Fu, Z., Du, M., et al. (2023). Seasonal peak load prediction of underground gas storage using a novel two-stage model combining improved complete ensemble empirical mode decomposition and long short-term memory with a sparrow search algorithm. Energy, 274, 127376. (中科院JCR大类一区，ESI高被引，TOP)
7. Qiao, W., Ma, Q., Yang, Y., et al. (2024). Natural gas consumption forecasting using a novel two-stage model based on improved sparrow search algorithm. Journal of Pipeline Science and Engineering, 100220. (EI)
总计发表论文60余篇，以第一或通讯作者发表学术论文30篇，其中SCI检索20篇，EI检索2篇，入选美国斯坦福大学与Elsevier联合发布的2023、2024和2025年度全球前2%顶尖科学家榜单，以下简要列出成果：
1. 乔伟彪, 陈保东, 等. 基于混沌理论和 Volterra 自适应滤波器的天然气负荷预测. 中国科学: 技术科学, 2015, (1), 91-102.
2. Qiao, W., Yang, Z., Kang, Z., et al. (2020). Short-term natural gas consumption prediction based on Volterra adaptive filter and improved whale optimization algorithm. Engineering Applications of Artificial Intelligence, 87, 103323. (中科院JCR大类二区，TOP)
3. Qiao, W., Lu, H., Zhou, G., et al. (2020). A hybrid algorithm for carbon dioxide emissions forecasting based on improved lion swarm optimizer. Journal of Cleaner Production, 244, 118612. (中科院JCR大类一区，TOP)
4. Qiao, W., Wang, Y., Zhang, J., et al. (2021). An innovative coupled model in view of wavelet transform for predicting short-term PM10 concentration. Journal of Environmental Management, 289, 112438. (中科院JCR大类二区，TOP)
5. Qiao, W., Liu, W., & Liu, E. (2021). A combination model based on wavelet transform for predicting the difference between monthly natural gas production and consumption of US. Energy, 121216. (中科院JCR大类一区，ESI高被引，TOP)
6. Qiao, W., Fu, Z., Du, M., et al. (2023). Seasonal peak load prediction of underground gas storage using a novel two-stage model combining improved complete ensemble empirical mode decomposition and long short-term memory with a sparrow search algorithm. Energy, 274, 127376. (中科院JCR大类一区，ESI高被引，TOP)
7. Qiao, W., Ma, Q., Yang, Y., et al. (2024). Natural gas consumption forecasting using a novel two-stage model based on improved sparrow search algorithm. Journal of Pipeline Science and Engineering, 100220. (EI)
总计发表论文60余篇，以第一或通讯作者发表学术论文30篇，其中SCI检索20篇，EI检索2篇，入选美国斯坦福大学与Elsevier联合发布的2023、2024和2025年度全球前2%顶尖科学家榜单，以下简要列出成果：
1. 乔伟彪, 陈保东, 等. 基于混沌理论和 Volterra 自适应滤波器的天然气负荷预测. 中国科学: 技术科学, 2015, (1), 91-102.
2. Qiao, W., Yang, Z., Kang, Z., et al. (2020). Short-term natural gas consumption prediction based on Volterra adaptive filter and improved whale optimization algorithm. Engineering Applications of Artificial Intelligence, 87, 103323. (中科院JCR大类二区，TOP)
3. Qiao, W., Lu, H., Zhou, G., et al. (2020). A hybrid algorithm for carbon dioxide emissions forecasting based on improved lion swarm optimizer. Journal of Cleaner Production, 244, 118612. (中科院JCR大类一区，TOP)
4. Qiao, W., Wang, Y., Zhang, J., et al. (2021). An innovative coupled model in view of wavelet transform for predicting short-term PM10 concentration. Journal of Environmental Management, 289, 112438. (中科院JCR大类二区，TOP)
5. Qiao, W., Liu, W., & Liu, E. (2021). A combination model based on wavelet transform for predicting the difference between monthly natural gas production and consumption of US. Energy, 121216. (中科院JCR大类一区，ESI高被引，TOP)
6. Qiao, W., Fu, Z., Du, M., et al. (2023). Seasonal peak load prediction of underground gas storage using a novel two-stage model combining improved complete ensemble empirical mode decomposition and long short-term memory with a sparrow search algorithm. Energy, 274, 127376. (中科院JCR大类一区，ESI高被引，TOP)
7. Qiao, W., Ma, Q., Yang, Y., et al. (2024). Natural gas consumption forecasting using a novel two-stage model based on improved sparrow search algorithm. Journal of Pipeline Science and Engineering, 100220. (EI)
总计发表论文60余篇，以第一或通讯作者发表学术论文30篇，其中SCI检索20篇，EI检索2篇，入选美国斯坦福大学与Elsevier联合发布的2023、2024和2025年度全球前2%顶尖科学家榜单，以下简要列出成果：
1. 乔伟彪, 陈保东, 等. 基于混沌理论和 Volterra 自适应滤波器的天然气负荷预测. 中国科学: 技术科学, 2015, (1), 91-102.
2. Qiao, W., Yang, Z., Kang, Z., et al. (2020). Short-term natural gas consumption prediction based on Volterra adaptive filter and improved whale optimization algorithm. Engineering Applications of Artificial Intelligence, 87, 103323. (中科院JCR大类二区，TOP)
3. Qiao, W., Lu, H., Zhou, G., et al. (2020). A hybrid algorithm for carbon dioxide emissions forecasting based on improved lion swarm optimizer. Journal of Cleaner Production, 244, 118612. (中科院JCR大类一区，TOP)
4. Qiao, W., Wang, Y., Zhang, J., et al. (2021). An innovative coupled model in view of wavelet transform for predicting short-term PM10 concentration. Journal of Environmental Management, 289, 112438. (中科院JCR大类二区，TOP)
5. Qiao, W., Liu, W., & Liu, E. (2021). A combination model based on wavelet transform for predicting the difference between monthly natural gas production and consumption of US. Energy, 121216. (中科院JCR大类一区，ESI高被引，TOP)
6. Qiao, W., Fu, Z., Du, M., et al. (2023). Seasonal peak load prediction of underground gas storage using a novel two-stage model combining improved complete ensemble empirical mode decomposition and long short-term memory with a sparrow search algorithm. Energy, 274, 127376. (中科院JCR大类一区，ESI高被引，TOP)
7. Qiao, W., Ma, Q., Yang, Y., et al. (2024). Natural gas consumption forecasting using a novel two-stage model based on improved sparrow search algorithm. Journal of Pipeline Science and Engineering, 100220. (EI)
