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Prof. Furong GAO

Research Area | Research Interests | Teaching Assignments | Publications

Research Area

Advanced Materials, Product and Process Systems Engineering - Process monitoring, control and optimization; Injection Molding; Smart Manufacturing & Big-Data.

Research Interests

Process modeling, Control and monitoring, Polymer processing,

Teaching Assignments

2020-21 Fall: CENG6000M - Advanced Control and Data Science
2019-20 Fall: CENG4920 - Chemical Engineering Capstone Design
2019-20 Fall: CENG6000M - Advanced Control and Data Science
2019-20 Spring: CENG3110 - Process Dynamics and Control
2019-20 Spring: CENG4920 - Chemical Engineering Capstone Design
2019-20 Spring: CENG4940 - Chemical Engineering Industrial Project

Recent Publications

  • Zhang, Ridong; Gao, Furong "A New Synthetic Minmax Optimization Design of H∞ LQ Tracking Control for Industrial Processes under Partial Actuator Failure", IEEE Transactions on Reliability, v. 69, (1), March 2020, article number 8601405, p. 322-333 (2020)
  • Qu, Hongyi; Li, Dewei; Zhang, Ridong; Yang, Shuang-Hua; Gao, Furong "A more general incremental inter-agent learning adaptive control for multiple identical processes in mass production", Neurocomputing, v. 397, July 2020, p. 70-93 (2020)
  • Li, Dong; Liu, Shulin; Gao, Furong; Sun, Xin "Continual learning classification method with new labeled data based on the artificial immune system", Applied Soft Computing Journal, v. 94, September 2020, article number 106423 (2020)
  • Jiang, Qingchao; Yan, Xuefeng; Yi, Hui; Gao, Furong "Data-Driven Batch-End Quality Modeling and Monitoring Based on Optimized Sparse Partial Least Squares", IEEE Transactions on Industrial Electronics, v. 67, (5), May 2020, p. 4098-4107 (2020)
  • Jiang, Qingchao; Yan, Shifu; Yan, Xuefeng; Yi, Hui; Gao, Furong "Data-Driven Two-Dimensional Deep Correlated Representation Learning for Nonlinear Batch Process Monitoring", IEEE Transactions on Industrial Informatics, v. 16, (4), April 2020, p. 2839-2848 (2020)

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