Linjin Sun

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Predictive Control

Unsupervised Feature Selection

Production Process

Top Venues

Adv. Eng. Informatics

Eng. Appl. Artif. Intell.

Comput. Ind. Eng.

Int. J. Comput. Integr. Manuf.

Publications

Linjin Sun, Yangjian Ji, Qixuan Li, Tiannuo Yang
A process knowledge-based hybrid method for univariate time series prediction with uncertain inputs in process industry. Adv. Eng. Informatics 60 (2024)
Qixuan Li, Yangjian Ji, Mingrui Zhu, Xiaoyang Zhu, Linjin Sun
Unsupervised feature selection using chronological fitting with Shapley Additive explanation (SHAP) for industrial time-series anomaly detection. Appl. Soft Comput. 155 (2024)
Linjin Sun, Yangjian Ji, Zheren Zhu, Xiaoyu Jiang, Xiaoyang Zhu, Nian Zhang
Chronicle knowledge-based multi-level response prediction for predictive control by forest models in process industry. Eng. Appl. Artif. Intell. 129 (2024)
Linjin Sun, Yangjian Ji, Zhitao Sun, Qixuan Li, Yingjie Jin
A clustering-based energy consumption evaluation method for process industries with multiple energy consumption patterns. Int. J. Comput. Integr. Manuf. 36 (10) (2023)
Linjin Sun, Yangjian Ji, Tao Peng
Multi-Task Regression with Process Knowledge-Based Forest Learners in Process Industries. CASE (2023)
Linjin Sun, Yangjian Ji, Xiaoyang Zhu, Tao Peng
Process knowledge-based random forest regression for model predictive control on a nonlinear production process with multiple working conditions. Adv. Eng. Informatics 52 (2022)
Linjin Sun, Yangjian Ji, Mingrui Zhu, Fu Gu, Feng Dai, Ke Li
A new predictive method supporting streaming data with hybrid recurring concept drifts in process industry. Comput. Ind. Eng. 161 (2021)