• Title/Summary/Keyword: case tool

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Maintenance Model of Agricultural Facilities Using CBR

  • Kim, Jae-Yeob;Lee, Yong-Kyu;Kim, Gwang-Hee
    • Journal of the Korea Institute of Building Construction
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    • v.12 no.2
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    • pp.133-141
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    • 2012
  • As we move from the industrial age to the information age, domestic industries are changing rapidly, and rural society is also laying the foundation to make use of information technologies. Through this kind of modernization, the size of agricultural facilities has been increasing on a significant scale. But, in reality, there are many difficulties in the maintenance of agricultural facilities in proportion to their growing number. Accordingly, this research aims to solve the fundamental problems that occur with agricultural facilities in the maintenance stage. In addition, it aims to provide information on how to maintain and manage facilities for farmers. The presentation of the maintenance information was conducted using a case-based reasoning method that solves current problems based on past cases. The tool of case-based reasoning was applied to define the establishment of the base for cases, characteristic variables and maintenance measures. The effectiveness of a CBR model was examined through the case study. The use of the case-based reasoning method is judged to be effective as a tool to support the decisions of farmers regarding maintenance. When the maintenance measures derived through the CBR model are offered to farmers, the fundamental problems of maintaining agricultural facilities will be solved, and the damage to such facilities minimized.

The Surface Roughness of Aluminium Material according to Cutting Conditions in the CNC Lathe Working (CNC 선반가공(旋盤加工)에서 절삭조건(切削條件)에 따른 알루미늄의 표면(表面)거칠기 변화(變化))

  • Kim, Tae-Wook;Son, Ki-Dong
    • Journal of the Korean Society of Industry Convergence
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    • v.5 no.3
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    • pp.201-208
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    • 2002
  • The machine tool which operates by hand is replacing by CNC machine tool to improve the quality of the product and the productivity in modem mechanic industry. The precision of machine part is influenced greatly the surface roughness by cutting condition of machine tool. So this study was performed to examine the aluminium surface roughness of section according to change of strength rating, nose radius, cutting speed, using live center. The results of this study are as follows; 1. In the case of 56mm diameter of test piece(length is below triple of diameter), whether establish the live center or not, doesn't influence to the surface roughness, and it is possible to make product without the live center. 2. The average surface roughness of 42mm diameter(length is quadruple of diameter) is similar to the 56mm diameter in the cutting condition of nose radius 0.8mm and cutting speed 140mm/min, but there are increases and differences in other cutting conditions. 3. In the case of test piece length more 70m/min(140m/mm) and nose radius improved greatly using the live center. 4. In the case of test piece length is quintuple of diameter, the nose radius must choose big tool and increase the cutting speed in preference live center establishment availability to improve that is surface roughness. Conclusively, if aluminum test piece length is fewer than triple of diameter, can process without establishing live center. If aluminum test piece length is more than quintuple of diameter, cutting conditions to improve surface roughness are (1) cutting speed (2) nose radius (3) whether the live center uses or not.

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Implementation of Worst Case Execution Time Analysis Tool For Embedded Software based on XScale Processor (XScale 프로세서 기반의 임베디드 소프트웨어를 위한 최악실행시간 분석도구의 구현)

  • Park, Hyeon-Hui;Choi, Myeong-Su;Yang, Seung-Min;Choi, Yong-Hoon;Lim, Hyung-Taek
    • The KIPS Transactions:PartA
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    • v.12A no.5 s.95
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    • pp.365-374
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    • 2005
  • Schedulability analysis is necessary to build reliable embedded real-time systems. For schedulability analysis, worst-case execution time(WCET) analysis that computes upper bounds of the execution times of tasks, is required indispensably. WCET analysis is done in two phases. The first phase is high-level analysis that analyzes control flow and finds longest paths of the program. The second phase is low-level analysis that computes execution cycles of basic blocks taking into account the hardware architecture. In this thesis, we design and implement integrated WCET analysis tools. We develop the WCET analysis tools for XScale-based system called WATER(WCET Analysis Tool for Embedded Real-time system). WATER consist of high-level flow analyzer and low-level execution time analyzer. Also, We compare real measurement for execution of program with analysis result calculated by WATER.

EDF: An Interactive Tool for Event Log Generation for Enabling Process Mining in Small and Medium-sized Enterprises

  • Frans Prathama;Seokrae Won;Iq Reviessay Pulshashi;Riska Asriana Sutrisnowati
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.6
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    • pp.101-112
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    • 2024
  • In this paper, we present EDF (Event Data Factory), an interactive tool designed to assist event log generation for process mining. EDF integrates various data connectors to improve its capability to assist users in connecting to diverse data sources. Our tool employs low-code/no-code technology, along with graph-based visualization, to help non-expert users understand process flow and enhance the user experience. By utilizing metadata information, EDF allows users to efficiently generate an event log containing case, activity, and timestamp attributes. Through log quality metrics, our tool enables users to assess the generated event log quality. We implement EDF under a cloud-based architecture and run a performance evaluation. Our case study and results demonstrate the usability and applicability of EDF. Finally, an observational study confirms that EDF is easy to use and beneficial, expanding small and medium-sized enterprises' (SMEs) access to process mining applications.

Detection of the Cutting Tool's Damage by AE Signals for Austempered Ductile Iron (오스템퍼링 처리한 구상흑연주철의 AE신호에 의한 절삭공구 손상의 검출에관한 연구)

  • 전태옥;박흥식;이공영;예규현
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1996.04a
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    • pp.526-530
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    • 1996
  • In this paper, three different types of commercially tools-P20, NC123K and ceramic-have been used to working austempered ductile iron(ADI). In the austempered condition the materials are hard, strong and difficult to machine. Thus, we selected a optimum tool material among three different types of used tools in machining of austempered ductile iron. It was used acoustic emission(AE) to know cutting characteristic for selected tool and flank wear land of the ceramic too. The obtained results are as follows; (1) The ceramic tool among three different types of tools is the best in machining austempered ductile iron. (2) In case of ceramic tool, the amplitude level of AE signal(AErms) is mainly affected bycutting speed in cutting speed in cutting condition and it is proportioned to cutting speed. (3) There have the relationship of direct proportion between the amplitude level of AE signal and flank wear land of the tool. (4) If it find the value of AErms at each cutting speed, the in-process detection to ceramic tool's wear is possible

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A Study on Cutting Toll Damage Detection using Neural Network and Cutting Force Signal (신경망과 절삭력을 이용한 공구이상상태감지에 관한 연구.)

  • 임근영;문상돈;김성일;김태영
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1997.04a
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    • pp.982-986
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    • 1997
  • A method using cutting force signal and neural network for detection tool damage is proposed. Cutting force signal is gained by tool dynamometer and the signal is prepocessed to normalize. Cutting force signal is changed by tool state. When tool damage is occurred, cutting force signal goes up in comparison with that in normal state. However,the signal goes down in case of catastrophic fracture. These features are memorized in neural network through nomalizing couse. A new nomalizing method is introduced in this paper. Fist, cutting forces are sumed up except data smaller than threshold value, which is the cutting force during non-cutting action. After then, the average value is found by dividing by the number of data. With backpropagation training process, the neural network memorizes the feature difference of cutting force signal between with and without tool damage. As a result, the cutting force can be used in monitoring the condition of cutting tool and neural network can be used to classify the cutting force signal with and without tool damage.

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Analysis on the Effects of Tool Rake Angle and Helix Angle of a Flat End-mill in the Milling of Ti-alloy (티타늄 합금의 밀링가공에서 평 엔드밀의 헬릭스각과 경사각의 영향 분석)

  • Ye, Dong-Hee;Koo, Joon-Young;Park, Young-Koon;Kim, Jeong-Suk
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.24 no.5
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    • pp.508-513
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    • 2015
  • In this study, the effect of the helix angle and rake angle of a flat end-mill in the milling of titanium alloy was investigated. Tool shape parameters such as helix angle and rake angle affect the cutting force, cutting zone temperature, vibration, and chip flow mechanism, which in turn determine tool life, surface integrity, and dimensional accuracy of the milling process. To investigate the effect of the helix and rake angles, a certain range of parameters was selected, and three-dimensional tool models were generated for finite element analysis (FEA) for each case. The cutting force and pressure on the tool flank face and rake face were investigated by FEA. Further, several tool models were proposed for machining tests. The cutting force characteristics were investigated by the machining tests.

'MAD' CASE TOOL

  • the Infomation Technology Professionals Association of Korea
    • 소프트웨어공모대전
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    • s.5
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    • pp.60-63
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    • 2000
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