• Title/Summary/Keyword: Process systems engineering

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Workflow Clustering Methodology Using Structural Similarity Metrics (프로세스 유사성을 이용한 워크플로우 클러스터링)

  • Jung, Jae-Yoon;Bae, Joonsoo;Kang, Suk-Ho
    • Journal of Korean Institute of Industrial Engineers
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    • v.33 no.1
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    • pp.99-109
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    • 2007
  • To realize process-driven management, so many companies have been launching business process managementsystems. Business process is collection of standardized and structured tasks inducing value creation of acompany. Moreover, it is recognized as one of significant intangible business assets to achieve competitiveadvantages. This research introduces a novel approach of workflow process analysis, which has more and moresignificance as process-aware information systems are spreading widely into a lot of companies, In this paper, amethodology of workflow clustering based on process similarity has been proposed. The purpose of workflowclustering is to analyze accumulated process definitions in order to assist design of new processes andimprovement of existing ones. The proposed methodology exploits measures of structural similarity of workflowprocesses.The methodology has been experimented with synthetic process models for illustrating the implicationofworkflow clustering.

Development of Collaborative Process Warehouse for Analyzing Performance of Manufacturing Collaboration (제조협업 성과분석을 위한 협업 프로세스 웨어하우스 개발)

  • Kim, Kyu-Ri;Kim, Ae-Kyung;Kim, Sang-Kuk;Jung, Jae-Yoon
    • IE interfaces
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    • v.25 no.1
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    • pp.71-78
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    • 2012
  • Most manufacturing companies participate in various types of active collaboration to enhance competitive advantages in their arenas. In this paper, we introduce a data warehouse system that is designed for manufacturing collaboration. Just as enterprise information systems, collaboration support systems also need functions of performance measurement and monitoring. For this reason, we devise a new approach to measuring and evaluating performance of manufacturing collaboration. Specifically, we first present a concept of process warehouses for manufacturing collaboration. Next, we design a data schema of collaborative process warehouses to store and monitor collaboration performances. Finally, we implement a prototype system to support performance management of manufacturing collaboration. The proposed system can be used to effectively maintain and continuously improve collaboration in manufacturing industry.

A Study on the Test & Evaluation Process of Civil Aircraft for Compliance (적합성 입증을 위한 민항기 시험평가 절차 연구)

  • Kim, Kwang Hae;Choi, Nag Sun;Koh, Dae Woo
    • Journal of the Korean Society of Systems Engineering
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    • v.6 no.1
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    • pp.25-32
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    • 2010
  • The Test and Evaluation (T&E) process is an integral part of the Systems Engineering Process. The purpose of Test and Evaluation (T&E) in a system development is to identify the areas of risk to be reduced or eliminated. In this study, when develop aircraft of Civil Aviation with development experience of Military Aircraft, it is that establish Test and Evaluation process. Test and Evaluation for KC-100 small aircraft development can divide to certification test and development test. Certification test is proved compliance about Korea Airworthiness standard (KAS Part 23), through Development Test verify required performance of aircraft. These Test and Evaluation Process is more efficient and optimized.

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Advances in Chemical Process Control and Operation -A view experienced in joint university-industry projects

  • Ohshima, Masahiro
    • 제어로봇시스템학회:학술대회논문집
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    • 1994.10a
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    • pp.1.2-6
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    • 1994
  • A state or the arts in Japanese chemical process control is reviewed based on experience in applying advanced process control schemes to several industrial chemical processes. The applications validate model predictive control (MPC), the most popular advanced control scheme in the process control community, as, indeed, a powerful and practical control algorithm. However, at the same time, it is elucidated that MPC can solve only the control algorithm part of the problem and one needs chemical and systems engineering aspects to solve the entire problem. By illustrating several industrial process control problems, the need for chemical engineering aspects as well as the future direction for process control are addressed, especially in light or current attitudes toward product quality.

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The Application of Project control Techniques to Process Control: The Effect of Temporal Information on Human Monitoring Tasks

  • Parush, A.;Shtub, A.;Shavit, D.
    • Transactions on Control, Automation and Systems Engineering
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    • v.3 no.1
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    • pp.10-14
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    • 2001
  • We studied the use of time-related information, with and without prediction, to support human operators performing moni-toring and control tasks in the process. Based on monitoring and control techniques used for Project Management we developed a display design for the process industries. A simulated power plant was used to test the hypothesis that availability of predictions along with information on past trends can improve the performances of the human operator handling faults. Several designs of dis-plays were tested in the experiment in which human operators had to detect and handle two types of faults(local and systems wide) in the simulated electricity generation process. Analysis of the results revealed that temporal data, with and without prediction, signifi-cantly reduced response time. Our results encourage the integration of temporal information and prediction in displays used for the control processes to enhance the capabilities of the human operators. Based on the analysis we proposed some guidelines for the de-signer of the human interface of a process control system.

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The Train System Specification Development Using Systems Engineering Process (시스템엔지니어링 프로세스에 따른 열차시스템사양서 개발)

  • Han, Seong-Ho;Choe, Seong-Gyu;Lee, Jung-Yun
    • 시스템엔지니어링워크숍
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    • s.1
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    • pp.134-139
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    • 2003
  • The mission of tilting train development project is enhancing the speed of transportation of railway passenger using existing infrastructure. The threat of this project is the tilting technology is newly incorporated to this project. To overcome the threat this project incorporate systems engineering technology to development tilting train system. The systems engineering process, which was used in this project, was performed in accordance with systems engineering standard EIA632. This paper shows the systems engineering technology which was used to develop the tilting train system specification. This paper also shows the requirement template which was developed to communicate and synthesis various specialty engineering.

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Process Control Using n Neural Network Combined with the Conventional PID Controllers

  • Lee, Moonyong;Park, Sunwon
    • Transactions on Control, Automation and Systems Engineering
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    • v.2 no.3
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    • pp.196-200
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    • 2000
  • A neural controller for process control is proposed that combines a conventional multi-loop PID controller with a neural network. The concept of target signal based on feedback error is used fur on-line learning of the neural network. This controller is applied to distillation column control to illustrate its effectiveness. The result shows that the proposed neural controller can cope well with disturbance, strong interactions, time delays without any prior knowledge of the process.

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Process Control Using a Neural Network Combined with the Conventional PID Controllers

  • Lee, Moonyong;Park, Sunwon
    • Transactions on Control, Automation and Systems Engineering
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    • v.2 no.2
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    • pp.136-139
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    • 2000
  • A neural controller for process control is proposed that combines a conventional multi-loop PID controller with a neural network. The concept of target signal based on feedback error is used for on-line learning of the neural network. This controller is applied to distillation column control to illustrate its effectiveness. The result shows that the proposed neural controller can cope well with disturbance, strong interactions, time delays without any prior knowledge of the process.

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A Study on Image Annotation Automation Process using SHAP for Defect Detection (SHAP를 이용한 이미지 어노테이션 자동화 프로세스 연구)

  • Jin Hyeong Jung;Hyun Su Sim;Yong Soo Kim
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.46 no.1
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    • pp.76-83
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    • 2023
  • Recently, the development of computer vision with deep learning has made object detection using images applicable to diverse fields, such as medical care, manufacturing, and transportation. The manufacturing industry is saving time and money by applying computer vision technology to detect defects or issues that may occur during the manufacturing and inspection process. Annotations of collected images and their location information are required for computer vision technology. However, manually labeling large amounts of images is time-consuming, expensive, and can vary among workers, which may affect annotation quality and cause inaccurate performance. This paper proposes a process that can automatically collect annotations and location information for images using eXplainable AI, without manual annotation. If applied to the manufacturing industry, this process is thought to save the time and cost required for image annotation collection and collect relatively high-quality annotation information.

Integrity Checking Rules for Independent Changes of Collaboration Processes (협업 프로세스의 독립적 변경 보장 규칙 개발)

  • Kim, Ae-Kyung;Jung, Jae-Yoon
    • IE interfaces
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    • v.25 no.1
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    • pp.79-86
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    • 2012
  • Traditional business process management systems provide verification tools of process models to deploy and automate the models. However, there are not so many studies on how to maintain systematically collaborative process models such as supply chain processes when companies are willing to change and update the collaborative process models. In this paper, we analyze change patterns of collaborative processes and declare 19 change patterns. In addition, we apply the change patterns to the process interoperability patterns in order to identify the change problems in case of independent process changes of collaborative processes. As a result, we devise an independency checking algorithm of process changes in collaborative processes.