no code implementations • 8 Aug 2022 • Shumpei Kubosawa, Takashi Onishi, Yoshimasa Tsuruoka
During the operation of a chemical plant, product quality must be consistently maintained, and the production of off-specification products should be minimized.
no code implementations • 17 Jan 2022 • Shumpei Kubosawa, Takashi Onishi, Makoto Sakahara, Yoshimasa Tsuruoka
The system leverages reinforcement learning and a dynamic simulator that can simulate the railway traffic and passenger flow of a whole line.
no code implementations • 6 Mar 2019 • Shumpei Kubosawa, Takashi Onishi, Yoshimasa Tsuruoka
Chemical plants are complex and dynamical systems consisting of many components for manipulation and sensing, whose state transitions depend on various factors such as time, disturbance, and operation procedures.
no code implementations • 19 Jun 2018 • Shota Motoura, Kazeto Yamamoto, Shumpei Kubosawa, Takashi Onishi
This paper proposes a method to translate multilevel flow modeling (MFM) into a first-order language (FOL), which enables the utilisation of logical techniques, such as inference engines and abductive reasoners.