• Title/Summary/Keyword: The maintenance information

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Predictive maintenance technology for smart factory (스마트 팩토리를 위한 예지보전 기술)

  • Kwon, Dae-hoon;Oh, Chang-heon
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.05a
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    • pp.172-174
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    • 2021
  • In the existing industry, maintenance was carried out in the form of preventive maintenance such as occurrence of unnecessary idle time due to limited monitoring and maintenance. However, with the advent of the Fourth Industrial Revolution, real-time monitoring is possible in many industries including mining, manufacturing, oil and gas, and commercial agriculture, and it is desired to minimize idle time due to maintenance. In particular, there is a growing interest in predictive maintenance that can reduce costs and maximize operational efficiency by predicting and maintaining a failure before equipment and equipment fail. In this study, we look at the predictive maintenance technology that can verify the abnormal condition of the equipment of the smart factory in advance and monitor the abnormal condition in real time.

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The Rolling Stock operation reliability improvement plan which applies a data base of the RIMS (RIMS 데이타를 활용한 전동차 운행 신뢰성 향상방안)

  • Park, Soo-Choong;Lee, Do-Sun;Jeon, Seo-Tak;Son, Young-Jin
    • Proceedings of the KSR Conference
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    • 2007.11a
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    • pp.57-64
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    • 2007
  • RIMS(Rolling Stock Information Maintenance System) was installed in structure which it can analyze the data base in need of credibility maintenance. So it could accumulate real data without repulsion of working spot. Information system was installed not following to system but following to working spot. The development of RIMS project was started from March 29, 2001 and it has been operating from October 12, 2004 in Chang-dong Car depot for light maintenance in charge subway line4. So substantial data base was accumulated for three years. This study calculated all RAMS data by analyzing data base accumulated in RIMS and used in dada base about credibility maintenance and found investigation of propriety, expectation of the life cycle cost, the improvement plan on credibility of sorts of cars and formation about the cycle of repairing and maintenance. This got MKBSF MKBF and MTBF about devices and sorts of line4 Rolling Stocks for it.

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The Rolling Stock operation reliability improvement plan which applies a data base of the RIMS (RIMS 데이타를 활용한 전동차 운행 신뢰성 향상방안)

  • Park, Soo-Choong;Lee, Do-Sun;Jeon, Seo-Tak;Son, Young-Jin
    • Proceedings of the KSR Conference
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    • 2007.11a
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    • pp.143-150
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    • 2007
  • RIMS(Rolling Stock Information Maintenance System) was installed in structure which it can analyze the data base in need of credibility maintenance. So it could accumulate real data without repulsion of working spot. Information system was installed not following to system but following to working spot. The development of RIMS project was started from March 29, 2001 and it has been operating from October 12, 2004 in Chang-dong Car depot for light maintenance in charge subway line4. So substantial data base was accumulated for three years. This study calculated all RAMS data by analyzing data base accumulated in RIMS and used in dada base about credibility maintenance and found investigation of propriety, expectation of the life cycle cost, the improvement plan on credibility of sorts of cars and formation about the cycle of repairing and maintenance. This got MKBSF MKBF and MTBF about devices and sorts of line4 Rolling Stocks for it.

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A Study on the Maintenance Cost Estimation Model for Application Software by Considering Risks (위험을 고려한 응용소프트웨어의 유지관리비용 산정모델에 관한 연구)

  • Jeong, Hyung Jong;Koo, Eun Young;Han, Kyeong Seok
    • Journal of Information Technology Services
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    • v.14 no.3
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    • pp.67-84
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    • 2015
  • Software is more diverse and complex and the level of importance for the maintenance of application software to securely operate software is also gradually increasing in proportion. The calculation method for maintenance cost of application software applied in Korea public enterprises is involved in the range of 10 to 15% of development cost, depending on the Software Project Cost Estimation Guide. Moreover, as most software maintenance cost estimation procedures do not take into consideration of the risk factors related of maintenance, it can be seen as a main cause for the occurrence of maintenance related accidents. This study proposes a maintenance cost estimate model that takes into consideration of the risks related to the software maintenance activities to improve and resolve issues arising from the estimation of maintenance cost. In doing so, maintenance risk factors are analyzed and a risk index is derived through the analysis of risk levels based on the risk factors. Based on such analysis, a maintenance cost estimate method which reflects the maintenance risk index was established.

A Study on Interactive Centered Apartment Maintenance System Based on BIM (BIM기반 상호적 유지관리 시스템 개념 제안)

  • Song, A-Reum;Yun, Seok-Heon
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2015.05a
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    • pp.232-233
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    • 2015
  • The maintenance management in buildings has got more important by the increasing complexity of building sizes and use. Nowadays an expectation and a possibility of BIM technology become accepted as a new construction management method, therefore many studies and legal systems of it are being suggested actively. Although orders for BIM projects are supposed to be increasing, at present the BIM information accumulated from planning and design still doesn't have its continuity at the maintenance step after completion of construction in terms of LCC. Therefore according to bim information, we set a goal of developing apartment maintenance system which is able to maintain by user and administrator viewpoint.

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A Study on User Centered Apartment Maintenance System Based on BIM (공동주택 이용자 중심의 BIM기반 유지관리 개선제안)

  • Song, A-Reum;Yun, Seok-Heon
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2013.11a
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    • pp.240-241
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    • 2013
  • The maintenance management in buildings has got more important by the increasing complexity of building sizes and use. Nowadays an expectation and a possibility of BIM technology become accepted as a new construction management method, therefore many studies and legal systems of it are being suggested actively. Although orders for BIM projects are supposed to be increasing, at present the BIM information accumulated from planning and design still doesn't have its continuity at the maintenance step after completion of construction in terms of LCC. Therefore according to bim information, we set a goal of developing apartment maintenance system which is able to maintain by user viewpoint.

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A Predictive System for Equipment Fault Diagnosis based on Machine Learning in Smart Factory (스마트 팩토리에서 머신 러닝 기반 설비 장애진단 예측 시스템)

  • Chow, Jaehyung;Lee, Jaeoh
    • KNOM Review
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    • v.24 no.1
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    • pp.13-19
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    • 2021
  • In recent, there is research to maximize production by preventing failures/accidents in advance through fault diagnosis/prediction and factory automation in the industrial field. Cloud technology for accumulating a large amount of data, big data technology for data processing, and Artificial Intelligence(AI) technology for easy data analysis are promising candidate technologies for accomplishing this. Also, recently, due to the development of fault diagnosis/prediction, the equipment maintenance method is also developing from Time Based Maintenance(TBM), being a method of regularly maintaining equipment, to the TBM of combining Condition Based Maintenance(CBM), being a method of maintenance according to the condition of the equipment. For CBM-based maintenance, it is necessary to define and analyze the condition of the facility. Therefore, we propose a machine learning-based system and data model for diagnosing the fault in this paper. And based on this, we will present a case of predicting the fault occurrence in advance.

Performance Evaluation of SSD-Index Maintenance Schemes in IR Applications

  • Jin, Du-Seok;Jung, Hoe-Kyung
    • Journal of information and communication convergence engineering
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    • v.8 no.4
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    • pp.377-382
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    • 2010
  • With the advent of flash memory based new storage device (SSD), there is considerable interest within the computer industry in using flash memory based storage devices for many different types of application. The dynamic index structure of large text collections has been a primary issue in the Information Retrieval Applications among them. Previous studies have proven the three approaches to be effective: In- Place, merge-based index structure and a combination of both. The above-mentioned strategies have been researched with the traditional storage device (HDD) which has a constraint on how keep the contiguity of dynamic data. However, in case of the new storage device, we don' have any constraint contiguity problems due to its low access latency time. But, although the new storage device has superiority such as low access latency and improved I/O throughput speeds, it is still not well suited for traditional dynamic index structures because of the poor random write throughput in practical systems. Therefore, using the experimental performance evaluation of various index maintenance schemes on the new storage device, we propose an efficient index structure for new storage device that improves significantly the index maintenance speed without degradation of query performance.

A Study of BOM Structure for EMU Maintenance Information System (전동차 유지보수 정보화시스템을 위한 BOM체계 구축에 대한 연구)

  • An, Tae-Gi;Lee, Ho-Yong;Park, Gi-Jun;Kim, Gil-Dong
    • Proceedings of the KIEE Conference
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    • 2003.11c
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    • pp.408-410
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    • 2003
  • There are many types of BOM in the industrial world. Types of BOM include EBOM, MBOM, As-Built BOM, As-Designed BOM, Generic BOM, Customized BOM, etc. We should define an adequate BOM for a given need or application. In this paper, we proposed BOM structure for EMU Maintenance Information System. The proposed BOM structure is composed of Location BOM, Equipment BOM, and Maintenance BOM. Location BOM is functional structure for someone to achieve specific works. Equipment BOM is a bill of an independent object to be repaired, and maintained. Maintenance BOM includes all parts to compose Equipment BOM. The BOM structure will be applied to configure sales orders, explode aggregate forecasts, and calculate standard cost.

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A Study on the Computerized System for Maintenance of Urban Rail Transit Infrastructure (도시철도 토목$\cdot$보선시설물 유지보수 정보화시스템에 대한 연구)

  • Shin, Jeong-Ryol;Park, Kee-Jun;Ahn, Tae-Ki;Lee, Ho-Yong;Kim, Gil-Dong
    • Proceedings of the KSR Conference
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    • 2003.10b
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    • pp.391-396
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    • 2003
  • For efficient maintenance on urban transit infrastructure, computerized system using wireless communication system which allows to inquire necessary data and to record maintenance work on the spot in realtime is required. Also, for efficient maintenance progress on urban transit infrastructure which have geographic data, computerized system united with geographic information system that offers visual information is required. In this paper, investigations on new IT technology and on computerized system of foreign country are conducted. And development direction and model of computerized system for maintenance on urban transit infrastructure are proposed.

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