• Title/Summary/Keyword: Open-source Control System

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A Web-based System for Business Process Discovery: Leveraging the SICN-Oriented Process Mining Algorithm with Django, Cytoscape, and Graphviz

  • Thanh-Hai Nguyen;Kyoung-Sook Kim;Dinh-Lam Pham;Kwanghoon Pio Kim
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.18 no.8
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    • pp.2316-2332
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    • 2024
  • In this paper, we introduce a web-based system that leverages the capabilities of the ρ(rho)-algorithm, which is a Structure Information Control Net (SICN)-oriented process mining algorithm, with open-source platforms, including Django, Graphviz, and Cytoscape, to facilitate the rediscovery and visualization of business process models. Our approach involves discovering SICN-oriented process models from process instances from the IEEE XESformatted process enactment event logs dataset. This discovering process is facilitated by the ρ-algorithm, and visualization output is transformed into either a JSON or DOT formatted file, catering to the compatibility requirements of Cytoscape or Graphviz, respectively. The proposed system utilizes the robust Django platform, which enables the creation of a userfriendly web interface. This interface offers a clear, concise, modern, and interactive visualization of the rediscovered business processes, fostering an intuitive exploration experience. The experiment conducted on our proposed web-based process discovery system demonstrates its ability and efficiency showing that the system is a valuable tool for discovering business process models from process event logs. Its development not only contributes to the advancement of process mining but also serves as an educational resource. Readers, students, and practitioners interested in process mining can leverage this system as a completely free process miner to gain hands-on experience in rediscovering and visualizing process models from event logs.

Estimation Technique of Volatile Hazardous Air Pollutants(HAPs) Emitted from Petroleum Industrial Process/Equipment (석유정제산업 공정과 공정장비에 기인한 휘발성 유해 대기오염물질(HAPs)의 배출량 산정기법)

  • Jo, Wan Geun;Gwon, Gi Dong;Dong, Jong In;Gang, Gyeong Hui
    • Journal of Environmental Science International
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    • v.13 no.7
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    • pp.703-710
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    • 2004
  • Petroleum refineries have been considered as an important emission source for atmospheric volatile hazardous air pollutants(HAPs). The emission source includes petroleum refinery processes and process equipment. The control strategy for volatile HAPs requires emission estimations of these pollutants. However, systematic methods of volatile HAPs emission from petroleum refineries have not yet been established. Accordingly, present study surveyed the estimation method of volatile HAPs emitted from the petroleum refinery processes and process equipment. The emission estimation methods for the petroleum refinery processes are applied for 11 petroleum refining facilities: fluidized catalytic cracking, thermal cracking, moving bed catalytic cracking, compressed engine, blowdown system, vacuum distilled column condensator, natural gas or distilled boiler, natural gas or distilled heater, oil boiler, oil heater and flare. Four emission estimation methods applied for the petroleum refinery process equipment are as follows: average emission factor approach, screening ranges approach, EPA correlation approach and unit-specific correlation approach. The process equipment for which emission factors are available are valves, pump seals, connectors, flanges and open-ended lines.

Home Monitoring Server System using Smart Interface over Wireless Networks (무선네트워크 통신을 활용한 스마트 연동 홈 모니터링 서버 시스템)

  • Choi, Sung-Ja;Kang, Byeong-Gwon
    • Journal of Digital Convergence
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    • v.10 no.8
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    • pp.225-231
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    • 2012
  • In this paper, we implement a wireless home monitoring system using physical computing platform with the open source type for house environment management. Sensors for temperature, optics and ultrasonic waves are used for home environment elements detection and control for the home safety. To obtain information related with home and transmit it to RIA Windows server system, XBee wireless communication system is used and the transmitted information is saved in mySQL database for history management. The possibility of prevention against fire disaster of a house situated in a dense buildings area and highly populated environments is suggested by adopting the proposed system.

Implementation of an Intelligent Robot Control System Based on UPnP (UPnP 기반 지능형 로봇 제어 시스템 구현)

  • Kim, Seong-Woo;Park, Yoo-Hyun;Kwon, Soon-Kak
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.10
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    • pp.2129-2136
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    • 2012
  • With the increased demand of ubiquitous home services, intelligent robots have wide attentions. This kind of robots offer various services through middleware components which can connect with remote servers. In this paper we present an UPnP(Universal Plug and Play) based open-source software framework which makes control the robots remotely. This UPnP architecture for home networking can provide various communication methodologies like command control, eventing, presentation with web services and so on. This paper shows successful implementation results on two real platforms.

A new perspective towards the development of robust data-driven intrusion detection for industrial control systems

  • Ayodeji, Abiodun;Liu, Yong-kuo;Chao, Nan;Yang, Li-qun
    • Nuclear Engineering and Technology
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    • v.52 no.12
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    • pp.2687-2698
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    • 2020
  • Most of the machine learning-based intrusion detection tools developed for Industrial Control Systems (ICS) are trained on network packet captures, and they rely on monitoring network layer traffic alone for intrusion detection. This approach produces weak intrusion detection systems, as ICS cyber-attacks have a real and significant impact on the process variables. A limited number of researchers consider integrating process measurements. However, in complex systems, process variable changes could result from different combinations of abnormal occurrences. This paper examines recent advances in intrusion detection algorithms, their limitations, challenges and the status of their application in critical infrastructures. We also introduce the discussion on the similarities and conflicts observed in the development of machine learning tools and techniques for fault diagnosis and cybersecurity in the protection of complex systems and the need to establish a clear difference between them. As a case study, we discuss special characteristics in nuclear power control systems and the factors that constraint the direct integration of security algorithms. Moreover, we discuss data reliability issues and present references and direct URL to recent open-source data repositories to aid researchers in developing data-driven ICS intrusion detection systems.

A Study on Smart Door Lock using Internet of Things (IoT를 이용한 스마트 도어락에 관한 연구)

  • Kim, Jang-Won
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.13 no.6
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    • pp.539-544
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    • 2020
  • The research is on progressing to operate digital door lock with the method to guarantee the security and safety in the meantime to use digital door lock conveniently using Internet of Things (IoT) standardizing various service providing technology using IoT in home network currently. In this study, compose home network interconnecting Raspberry-PI and web server reflection this trend and composed the system to control the door lock after connect Arduino substituting converter function. Making Raspberry-PI using dynamic IP address using existing open source easily maintain DNS information and possible to connect internet network in home network ethernet and finally, making the smartphone can control door lock remotely entering designated address after connect the internet. The connection between home network and Arduino is executed by Raspberry-PI and bluetooth pairing as 1:1 and make random user's access to be impossible. Especially, to make open/close the door lock with smartphone not by using password on the keypad or using RFID card is judged as the method increasing the security make random user's access to be impossible and also increased the usefulness making remote control to be possible.

A Study on Correlation between the CMMI SPs and GPs at Maturity Levels 2 and 3

  • Lee, Min Jae;Rhew, Sung-Yul
    • Journal of the Korean Society of Systems Engineering
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    • v.7 no.1
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    • pp.9-21
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    • 2011
  • Assuming that the Capability Maturity Model Integration for Development v1.2 (CMMI) could be applied to an organization more effectively if the content similarities among practices were improved in terms of structure and composition, this paper presents the analysis of the correlations between the CMMI Specific Practices (SP) and Generic Practices (GP) for the Maturity Level 2 and 3 Process Areas using the Chi-square independence test. According to the analysis, a 22.2% correlation was observed. To minimize the problem of repeatedly applying similarities, 6 GPs that are highly correlated with the SPs were grouped together. Then, three different improvement plans: 1) development of a standard template-based project plan, 2) establishment of a configuration management system based on open source software to control work products and leverage experience, and 3) establishment of project assurance through an independent quality assurance-based organization and intensive review by higher-level management - were defined.

A Study on open source srone flight stack analysis and drone system program (공개형 드론 비행 스택의 분석과 교육용 드론 시스템 프로그램 개발)

  • Cho, Youngseok
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2019.07a
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    • pp.259-260
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    • 2019
  • 4차산업이 본격화되면서 드론의 경제적 활용에 대하여 많은 관심이 집중되고 있다. 본 논문에서는 드론의 효율적 제어를 위하여 비행제어시스템의 운용프로그램인 비행제어 프로그램에 대하여 분석한다. 현재 오픈소스 비행 스택들을 다양한 비행제어기에 적용하기 위하여 다양한 기능들을 포함하고 있어 그 크기가 방대하다. 본 연구에서는 공개된 비행제어시스템을 분석하여 소형 무인 비행체인 드론에서 사용할 비행제어프로그램을 설계하고 구현하고자 한다. 제안한 비행제어프로그램은 구조가 간단하여 제어주기에 해당하는 루프타임을 줄일 수 있고, 특정 기능의 추가와 변경이 용이할 것으로 예상한다.

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INFRA-RPL to Support Dynamic Leaf Mode for Improved Connectivity of IoT Devices (IoT 디바이스의 연결성 향상을 위한 동적 leaf 모드 기반의 INFRA-RPL)

  • Seokwon Hong;Seong-eun Yoo
    • IEMEK Journal of Embedded Systems and Applications
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    • v.18 no.4
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    • pp.151-157
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    • 2023
  • RPL (IPv6 Routing Protocol for Low-power Lossy Network) is a standardized routing protocol for LLNs (Low power and Lossy Networks) by the IETF (Internet Engineering Task Force). RPL creates routes and builds a DODAG (Destination Oriented Directed Acyclic Graph) through OF (Objective Function) defining routing metrics and optimization objectives. RPL supports a leaf mode which does not allow any child nodes. In this paper, we propose INFRA-RPL which provides a dynamic leaf mode functionality to a leaf node with the mobility. The proposed protocol is implemented in the open-source IoT operating system, Contiki-NG and Cooja simulator, and its performance is evaluated. The evaluation results show that INFRA-RPL outperforms the existing protocols in the terms of PDR, latency, and control message overhead.

Implementation of Multi-encoder Management System based on CANopen Protocol (CANopen 표준 기반 멀티 엔코더 관리 시스템의 구현)

  • Ahn, Hyosung;Kim, Taehyoun
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.41 no.6
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    • pp.533-541
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    • 2017
  • Recently, with the adoption of modern computing and communication technologies, manufacturing systems have become more autonomous and intelligent. Thus, as the number of field devices with smart sensors also increase, the need for an integrated management of such devices becomes essential. This paper proposes a smart encoder architecture that integrates the position sensing function with CANopen connectivity. In addition, an integrated system is proposed to simultaneously control and monitor multiple encoders over the Controller Area Network (CAN) fieldbus network. We evaluated the performance and functionalities of the proposed system by comparative experiments with commercial CANopen smart encoders using a CANopen conformance test.