Machine Learning and Big Data (1)

ON-SITE: Main Hall 21 June 2022, 10:35–13:00 (JST/UTC+9)
ON-LINE:
JST   Chaired by Shota Kato (Kyoto University) and Yoshiyuki Yamashita (Tokyo University of Agriculture and Technology)


10:35
|
10:55
  Proceeding #: 252
Equivalence Judgment of Equation Groups Representing Process Dynamics
Chunpu Zhang, Shota Kato and Manabu Kano


10:55
|
11:15
  Proceeding #: 253
Data-driven operation support for equipment deterioration detection in drug product manufacturing
Philipp Samuel Zuercher, Sara Badr, Stephanie Knueppel and Hirokazu Sugiyama


11:15
|
11:35
  Proceeding #: 254
Pilot Plant 4.0: A Review of Digitalization Efforts of the Chemical and Biological Engineering Department at the Technical University of Denmark (DTU)
Mark Jones, Mads Stevnsborg, Rasmus Nielsen, Deborah Carberry, Khosrow Bagherpour, Seyed Mansouri, Steen Larsen, Krist Gernaey, Jochen Dreyer, Jakob Huusom, John Woodley and Kim Dam-Johansen
      Break


11:40
|
12:00
  Proceeding #: 255
Identification Method of Multiple Sequential Alarms that Occurred Simultaneously in Plant-operation Data
Ai Yanaga and Masaru Noda


12:00
|
12:20
  Proceeding #: 256
Understand how CNN diagnoses faults with Grad-CAM
Deyang Wu and Jinsong Zhao


12:20
|
12:40
  Proceeding #: 257
A Comprehensive Framework for the Modular Development of Condition Monitoring Systems for a Continuous Dry Granulation Line
Rexonni Lagare, M. Ziyan Sheriff, Marcial Gonzalez, Zoltan Nagy and Gintaras Reklaitis


12:40
|
13:00
  Proceeding #: 258
Framework for Suppressing Transient Fault Alarms Online
Shu Xu and Mark Nixon

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