
谢森,博士,副研究员;
现任深圳职业技术大学智能科学与工程研究院副研究员。2018年12月在中南大学自动化学院桂卫华院士团队获博士学位。主持承担国家、省市科研项目6项,其中包括国家自然科学基金面上项目1项、国家自然科学基金青年科学基金项目1项,承担企业横向项目5项。作为技术骨干,参与了广东省重点领域研发计划“芯片、软件与计算”重大专项项目、广东省区域联合基金重点项目等。在ISA Transactions、IEEE Transactions on Instrumentation and Measurement、Chemical Engineering Science、Measurement等国际权威top期刊上发表SCI学术论文10余篇。申请国家发明专利10项,其中授权国家发明专利2项。主要研究方向为工业大数据处理与智能分析、复杂工业过程建模与优化。
代表性论文
(1). Sen Xie, Yuyang Hua, Zhijiang Lou, Shan Lu*. A new prediction method for sodium aluminate solution evaporation integrating process knowledge and data-driven spatial-temporal adaptive model. ISA Transactions, 2024, 146: 484-495.
(2). Zhaopei Jia, Xin Jin, Sen Xie*, Yungang Lan. A multistage exergy evaluation-cooperated liquid level optimization approach for multi-equipment evaporation process. Chemical Engineering Science, 2024, 298: 120403.
(3). Hua Fu, Hao Liu, Sen Xie*, Shanglin Liu, Haotong Han, Jun Ma. Multi-coupling fault detection and diagnosis of photovoltaic arrays with improved slime mould algorithm and PolyCatBoost. Process Safety and Environmental Protection, 2025, 194: 523-541.
(4). Yuyang Hua, Sen Xie*, Xin Jin. A novel sampled-data asynchronous CatBoost model with knowledge-based guidance for product quality estimation in the industrial processes. Measurement, 2024, 225: 114024.
(5). Sen Xie, Yuyang Hua, Shan Lu*, Xinchao Li. A novel spatio-temporal adaptive prediction modeling strategy for industrial production process. IEEE Transactions on Instrumentation and Measurement, 2023, 72: 2507011.
(6). Yuyang Hua, Xin Jin, Sen Xie*. Outlet liquid material concentration prediction of an evaporation process based on knowledge and data information. Processes, 2022, 10: 2525.
(7). Sen Xie, Huaizhi Wang*, Jianchun Peng. A hybrid prediction model of recycled sodium aluminate solution concentration in evaporation process. IEEE Transactions on Instrumentation and Measurement, 2021, 70: 2511013.
(8). Sen Xie, Huaizhi Wang*, Jianchun Peng, Xiaoli Liu. A hierarchical data reconciliation based on multiple time-delay interval estimation for industrial processes. ISA Transactions, 2020, 105: 198-209.
(9). Sen Xie, Chunhua Yang, Xiaofeng Yuan*, Xiaoli Wang, Yongfang Xie. A novel robust data reconciliation method for industrial processes. Control Engineering Practice, 2019, 83: 203-212.
(10). Sen Xie, Chunhua Yang, Xiaoli Wang*, Xiaofeng Yuan, Yongfang Xie. A data-driven adaptive multivariate steady state detection strategy for the evaporation process of the sodium aluminate solution. Journal of Process Control, 2018, 68: 145-159.
(11). Sen Xie, Chunhua Yang, Xiaofeng Yuan*, Xiaoli Wang, Yongfang Xie. Layered online data reconciliation strategy with multiple modes for industrial processes. Control Engineering Practice, 2018, 77: 63-72.
(12). Sen Xie, Chunhua Yang, Xiaoli Wang*, Yongfang Xie. Data reconciliation strategy with time registration for the evaporation process in alumina production. Canadian Journal of Chemical Engineering, 2018, 96: 189-204.
(13). Chunhua Yang, Sen Xie, Xiaofeng Yuan*, Xiaoli Wang, Yongfang Xie. A new data reconciliation strategy based on mutual information for industrial. Industrial & Engineering Chemistry Research, 2018, 57: 12861-12870.