挖掘机
方案(数学)
控制工程
分级控制系统
控制系统
控制器(灌溉)
计算机科学
控制(管理)
过程(计算)
基于模型的设计
上游(联网)
系统模型
工程类
系统工程
人工智能
模拟
机械工程
数学分析
农学
计算机网络
数学
电气工程
生物
操作系统
作者
Shin Wakitani,Mikiya Sako,Toru Yamamoto,Yohei Ohno,Natsuki Yumoto,Kazushige Koiwai,Koji Yamashita
标识
DOI:10.1109/adconip55568.2022.9894201
摘要
Model-based development (MBD) that utilizes system models in the design processes of complex products such as autonomous driving vehicles has been receiving increased attention. Moreover, an advanced control system design scheme is required to accurately control the developed products under any hard conditions in practical usage. This study proposes a control system for integrating a data-driven controller (DDC) with a model-based control (MBC) system design. The proposed method has a hierarchical control structure consisting of an upstream control system based on the MBC design approach and a downstream control system including a plant control loop with a DDC. In this paper, the design scheme of unifying models and data in the MBD process is called smart MBD (S-MBD); in other words, the proposed control system design scheme is based on the S-MBD approach. The effectiveness of the proposed hierarchical control system was verified by applying it to a hydraulic excavator.
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