承担项目 |
1. 国家自然科学基金委员会, 青年科学基金项目, 52308123, 基于瞬变流水力参数时域响应的供热管网泄漏故障智能识别、检测与定位研究, 2024-01-01至2026-12-31, 30万元, 在研, 主持 |
发表论文 |
1. Xue Puning, Jiang Yi, Zhou Zhigang, Chen Xin, Fang Xiumu, Liu Jing. Machine learning-based leakage fault detection for district heating networks [J]. Energy and Buildings, 2020, 223(9): 110161. (SCI, 第一作者) 2. Xue Puning, Jiang Yi, Zhou Zhigang, Chen Xin, Fang Xiumu, Liu Jing. Multi-step ahead forecasting of heat load in district heating systems using machine learning algorithms [J]. Energy, 2019, 188(12): 116085. (SCI, 第一作者) 3. Xue Puning, Zhou Zhigang, Fang Xiumu, Chen Xin, Liu Lin, Liu Yaowen, Liu Jing. Fault detection and operation optimization in district heating substations based on data mining techniques [J]. Applied Energy, 2017, 205(11): 926-940. (SCI, 第一作者) 4. Guo Yabin, Zhang Zheng, Liu Yaxin, Wang Yuhua, Xue Puning*. An advanced ensemble clustering approach for data partitioning and mining to optimize performance in variable refrigerant flow systems [J]. Journal of Building Engineering, 2023, 78(11): 107716. (SCI, 通信作者) 5. 薛普宁, 周志刚, 蒋毅, 陈昕, 方修睦, 刘京. 基于机器学习的供热系统热负荷多步递归预测[J]. 煤气与热力, 2019, 39(7): A20-A27. (第一作者) |