• Proceedings of the Korean Society of Precision Engineering Conference
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• 2002.10a
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• pp.1011-1014
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• 2002

In order to reduce the lead-time and cost, many useful methods have been applied to Rapid Prototyping (RP) in recent years. But cutting process is still considered as one of the effective RP methods that have been developed and currently available in the industry. It also owen practical advantages such as precision and versatility. However, traditional 3 axis NC machining has some inherent limitations such as the restriction of tool accessibility and the complex setup. In this work, a new rapid prototyping system with high speed 5 axis machining has been developed to overcome those limitations. The architecture of developed system is described in detail and the successful application examples are presented.

• Proceedings of the Korean Society of Precision Engineering Conference
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• 2013.05a
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• pp.797-798
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• 2013

• Proceedings of the Korean Society of Precision Engineering Conference
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• 2008.06a
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• pp.81-82
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• 2008

• Proceedings of the Korean Society of Precision Engineering Conference
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• 2013.05a
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• pp.793-794
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• 2013

• Proceedings of the Korean Society of Precision Engineering Conference
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• 2013.05a
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• pp.803-804
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• 2013

• Transactions of the Korean Society of Machine Tool Engineers
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• v.18 no.2
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• pp.162-169
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• 2009

This paper describes a study on dynamic characteristics analysis and dynamic compliance evaluation of a 5-axis multi-tasking machine tool of ram-head type. Structural dynamics analysis and evaluation are necessary to machine tool design and development to secure good machine tool performance against tough and harsh machining conditions. In this study, natural frequencies and corresponding vibration modes of the machine tool structure were analyzed by using both F.E.M. modal analysis and impulse hammer test. Furthermore, dynamic compliance of the machine tool was analyzed by using F.E.M. and also measured by using a hydraulic exciter test. Both the theoretical analysis and experimental test results showed good agreement with each other.

• Journal of the Korean Society of Manufacturing Process Engineers
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• v.10 no.6
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• pp.109-114
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• 2011

Manufacturing process of plugs is firstly performed in the making of FRP yacht so it is an essential process for making original form. In the developed countries, it has been useful to manufacture structures of streamlined forms or complex forms, which have been difficult to manufacture due to limits of the traditional hand-made technology, by introducing 5-axis machining technology. In this study, the factors that affect most in the machining were found by using Taguchi Method in order to select the optimized machining conditions for 5-axis machines, and the ways to improve the surface roughness of machined products by applying those factors.

• Journal of the Korean Society of Manufacturing Process Engineers
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• v.10 no.5
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• pp.20-25
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• 2011

In this paper, we reviewed the spindle system's motor and bearing and its mode safety for optimal design of a high speed spindle system that exceeds DmN value of 1,500,000. We could verify that it has a separation margin during critical speed by performing critical speed analysis. Also, we have selected an optimal sensoring installation location and actually manufactured & installed the sensor by identifying the stress concentration position in the axial load through finite element analysis to install the built-in piezo electric type load sensor to the spindle housing that can measure and monitor the machining load during high speed rotation of the spindle. Reproducibility is also verified by calibrating the error through the sensor's sensitivity adjustment after comparing the output between the plate dynamoneters and the load sensor to confirm the reproducibility of the load sensor.

• Proceedings of the Korea Information Processing Society Conference
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• 2021.11a
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• pp.756-759
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• 2021

본 논문은 기존의 5축 치아가공기나 반도체장비등에 사용하고 있는 회전형 모터의 경우는 엔코더와 리졸버를 사용하고 있다. 엔코더와 레졸버는 고가이므로 실제 산업현장에서 전동기의 위치 센서로는 적용하기가 힘들다. 또한 엔코더와 레졸버와 같은 광학식 위치센서는 그 크기와 내구성에 있어 약점이 있기 때문에 취부 할 때에도 어려움이 있다. 따라서 본 연구에서는 5축치아가공기에 적용하기 위해서 자석가동자를 만들었으며, 이러한 문제점을 해결하는 방안으로 리니어모터를 고정자로 하고 자석플레이트를 이동자로 하는 시스템과 별도의 리니어 스케일을 배제하고 기존의 정현파를 발생하는 2개의 리니어홀센서 및 영구자석을 이용하여 가동자의 절대위치와 이동 위치를 검출할 수 있는 리니어 모터 및 그 제어방법, 안정성 및 신뢰성을 향상시킬 수 있는 자석가동자를 이용하여 구동시 실시간으로 데이터를 확인할 수 있고 제어할 수 있는 모니터링 시스템을 개발하는 연구이다.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2021.10a
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• pp.391-393
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• 2021

In this paper, we introduce a long short-term memory (LSTM)-based fall detection system using TensorFlow that can detect falls occurring in the elderly in daily living. 3-axis accelerometer data are aggregated for fall detection, and then three types of parameter are calculated. 4 types of activity of daily living (ADL) and 3 types of fall situation patterns are classified. The parameterized data applied to LSTM. Learning proceeds until the Loss value becomes 0.5 or less. The results are calculated for each parameter θ, SVM, and GSVM. The best result was GSVM, which showed Sensitivity 98.75%, Specificity 99.68%, and Accuracy 99.28%.