Experimental Evaluation of a Data-Driven Control System using an Electronic Thermal Regulator
- DOI
- 10.2991/jrnal.2018.5.2.3How to use a DOI?
- Keywords
- PID controller; data-driven controller; electronic thermal regulator; FRIT
- Abstract
IoT (Internet of Things) has been attracted attention, and several system data can be obtained by communication and it is stored in database. The input/output data is expected to be utilized to control systems in industries. The data-driven technique has been proposed as a way to utilize database for calculating PID gains. The scheme is effective for non-linear system control, but it is hard to be implemented to systems. It is due to restricted memory capacity. Therefore, a host computer calculates PID gains based on the data-driven scheme instead of a control device. The calculated gains are sent to a general controller from a computer. The effectiveness of the proposed platform is demonstrated by the experimental examination.
- Copyright
- Copyright © 2018, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article under the CC BY-NC license (http://creativecommons.org/licences/by-nc/4.0/).
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TY - JOUR AU - Yuka Okubo AU - Yoichiro Ashida AU - Takuya Kinoshita AU - Toru Yamamoto PY - 2018 DA - 2018/09/30 TI - Experimental Evaluation of a Data-Driven Control System using an Electronic Thermal Regulator JO - Journal of Robotics, Networking and Artificial Life SP - 89 EP - 92 VL - 5 IS - 2 SN - 2352-6386 UR - https://doi.org/10.2991/jrnal.2018.5.2.3 DO - 10.2991/jrnal.2018.5.2.3 ID - Okubo2018 ER -