第380回化学システム工学専攻公開セミナー The role of data in process systems engineering: towards the implementation of emerging technologies
- 日時
- 2022年12月20日(火) 13:00-14:30
- 場所
- 工学部5号館51号室
https://u-tokyo-ac-jp.zoom.us/j/84878989423?pwd=MlVpSE54OVdxa3hVOXJRc0ZWSndJ UT09
Meeting ID: 848 7898 9423
Passcode: 455748
| 講演題目 | The role of data in process systems engineering: towards the implementation of emerging technologies |
|---|---|
| 講演者 | Sara Badr 東京大学大学院工学系研究科化学システム工学専攻 特任助教 |
| 概要 | The rise of data-driven tools is opening new doors for process systems engineering applications in terms of advancing process understanding and overcoming modelling obstacles. This can be especially beneficial for emerging technologies, where optimal design and the anticipation of operational difficulties can lead to faster and less costly implementation. Data-driven applications, however, often face challenges in terms of available data quantity and quality. Hybrid modelling platforms aim to overcome the challenges faced by both mechanistic and data-driven approaches and to capitalize on their combined strengths. In this talk, I will give examples of data-driven applications in the fields of carbon capture, and advanced biopharmaceutical manufacturing. I will also discuss the challenges facing the processing of industrial data and methods to maximize its potential usefulness. The role of hybrid models will also be discussed with examples of potential problem architectures and implementations. |
| 世話人 | 高鍋 和広（内線21195） |