한국산업정보학회논문지 (Journal of Korea Society of Industrial Information Systems)

한국산업정보학회 (Korea Society of Industrial Information Systems)
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실시간 통합제어를 위한 스마트 제조시스템의 새로운 최적화 알고리즘 설계

Novel Optimal Controlling Algorithm for Real-time Integrated-control Smart Manufacturing System

  • 이주연 (아주대학교 산업공학과) ;
  • 김인영 ((주)에스에이치 씨앤씨) ;
  • 정태경 (서울여자대학교 디지털미디어학과)
  • 투고 : 2016.03.14
  • 심사 : 2016.04.02
  • 발행 : 2016.04.30
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초록

본 논문에서는 스마트팩토리의 대량 제조 산업 중심의 실시간 통합제어 시스템과 리소스 메니지먼트를 위한 알고리즘과 수치 해석을 고려한다. 사이버 물리 시스템(CPS)상에서 전송되어지는 다양한 데이터들이 실시간으로 제어되어야 각각의 주소체계를 가진 단말과 플랫폼, 서비스로 묶여 진정한 스마트제조업이 실현될 것으로 기대하며, 기존의 연구결과로부터 새롭게 제안되어지는 최적화운용 알고리즘을 반영하여 패러미터별 증명과 자코비 연산에 의한 수치해석을 덧붙이게 된다. 최적의 운용 알고리즘을 센싱데이터에 의하여 결정을 하게 되고 이를 통한 CPS상에서 전송되는 현상을 구체적으로 제시한다. 또한 실험을 통해서 기존의 연구결과와 비교 검토함으로서 제시된 실시간 통합제어 시스템의 우수성을 검증하였다.

In this paper, we consider the algorithms and numerical analysis for real-time integrated control system and resource management of large-scale manufacturing smart factory system. There various data transmitted on Cyber-Physical-System (CPS) is necessary to control in real time, as well as the terminal and the platform with respective system service. This will be a true smart manufacturing which consisting of existing research results, and a numerical analysis by the parameter-specific information. In this paper, Jacoby calculation to reflect the optimization algorithms that are newly proposed. It also presents a behavior that optimal operational algorithm on CPS which is adapted to the sensing data. In addition, we also verify the excellence of the real-time integrated control system through experimentation, by comparison with the existing research results.

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참고문헌

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