1. “Identification and predictive control for a circulation fluidized bed boiler”; GL Ji, JY Huang, KK Zhang, YC Zhu, W Lin, TX Ji, S Zhou, B Yao; KNOWLEDGE-BASED SYSTEMS, 2013. 论文, TOP期刊, SCI期刊一区。
2. “Hybrid intelligent control scheme of a polymerization kettle for ACR production“; S Zhou, GL Ji, ZJ Yang, W Chen; KNOWLEDGE-BASED SYSTEMS, 2011. 论文, TOP期刊, SCI期刊一区。
3. “Synchronized Bayesian state estimation in batch processes using a two-dimensional particle filter”; S Zhou*, YZ Wang, YL Liu, GL Ji; CHEMICAL ENGINEERING RESEARCH & DESIGN, 2017. 论文，SCI期刊二区。
4. “Basis selection in spectral learning of predictive state representations”; CQ Huang, YS An, S Zhou, ZZ Hong, YL Liu; NEUROCOMPUTING, 2018. 论文, SCI期刊二区。
5. “Pattern analysis approach reveals restriction enzyme cutting abnormalities and other cDNA library construction artifacts using raw EST data”; S Zhou, GL Ji, XL Liu, P Li, J Moler, JE Karro, C Liang; BMC BIOTECHNOLOGY, 2012. 论文, SCI期刊二区。
6. “Bayesian hybrid state estimation for unequal-length batch processes with incomplete observations”; GL Ji, YZ Wang, SY Zhao, YL Liu, KK Zhang, B Yao, S Zhou*; INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2017. 论文, SCI期刊三区。
7. “Prediction of Plant Poly(A) Sites Based on GHMM-RWT”; XH Wu, S Zhou, LL Chen, GL Ji; INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL, 2012. 论文, SCI期刊四区。
8. “A Bayesian Approach to Control Loop Performance Diagnosis Incorporating Background Knowledge of Response Information”; S Zhou*, YM Wang; JOURNAL OF CONTROL SCIENCE AND ENGINEERING, 2017. 论文, EI期刊。
9. “Structure-Specific Neural Networks for Parallel Computation of All Types of Moore-Penrose Pseudoinverses”; S Zhou*, KK Zhang; JOURNAL OF CONVERGENCE INFORMATION TECHNOLOGY, 2012. 论文, EI期刊。
10. “Basis-Prediction Method for Short-Term Traffic Flow Prediction and Its Application”; ZY Gu, S Zhou*; Proceedings - IEEE International Conference on Service Operations and Logistics, and Informatics 2019. 论文, EI会议。
11. “Fault diagnosis of joint Bayesian method and LDA feature extraction in complicated industrial process”; WB Zhu, GZ Huang, JT Guan, GL Ji, S Zhou*; Proceedings - 5th International Symposium on Next-Generation Electronics, 2016. 论文, EI会议。
1. 基于LPV 模型的间歇过程系统辨识及其应用，国家自然科学基金青年项目。
2. 无稳态间歇过程的非线性整体模型的辨识及其应用研究，福建省自然科学基金面上项目。
3. 基于渐近辨识法的间歇过程系统辨识与优化控制, 福建省自然科学基金面上项目。
4. 先进控制MPC软件开发，横向项目。
5. 基于渐近辨识法的间歇过程的非线性系统辨识, 轻工过程先进控制教育部重点实验室开放课题。
6. 厦门市信息化和工业化融合发展水平评估, 横向项目。
1. 乳腺疾病患者内分泌激素的建模分析和疾病风险预测研究, 厦门市科学技术进步奖，三等奖。
2. “Hybrid intelligent control scheme of a polymerization kettle for ACR production”，第七届厦门市自然科学优秀学术论文奖，二等奖，第一。
