• 대한의용생체공학회:의공학회지
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• 제43권5호
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• pp.299-307
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• 2022

In this paper, we propose a pre-processing method that converts to Spider Chart image data for classification of gripping movement using EMG (electromyography) sensors and Convolution Neural Networks (CNN) deep learning. First, raw data for six hand gestures are extracted from five test subjects using an 8-channel armband and converted into Spider Chart data of octagonal shapes, which are divided into several sliding windows and are learned. In classifying six hand gestures, the classification performance is compared with the proposed pre-processing method and the existing methods. Deep learning was performed on the dataset by dividing 70% of the total into training, 15% as testing, and 15% as validation. For system performance evaluation, five cross-validations were applied by dividing 80% of the entire dataset by training and 20% by testing. The proposed method generates 97% and 94.54% in cross-validation and general tests, respectively, using the Spider Chart preprocessing, which was better results than the conventional methods.

• Fibers and Polymers
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• 제7권3호
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• pp.310-316
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• 2006

In this article, an attempt has been made to explain the failure mechanism of spun yams. The mechanism includes the aspects of generation and distribution of forces on a fibre under the tensile loading of a yam, the free body diagram of forces, the conditions for gripping and slipping of a fibre, and the initiation, propagation, and ultimate yam rupture in its weakest link. A simple mathematical model for the tenacity of spun yams has been proposed. The model is based on the translation of fibre bundle tenacity into the yam tenacity.

• 대한기계학회논문집A
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• 제34권11호
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• pp.1741-1747
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• 2010

본 연구에서는 원격 조정 매니퓰레이터에 적용할 수 있는 보급형 서비스 로봇 암을 개발하였다. 생체 모방학을 활용하여 새로운 형태의 로봇 손에 대한 개념을 도출하였다. 손가락과 손목은 인체 팔의 근골격에 분석을 통하여 상박에 설치된 와이어와 액추에이터에 의하여 구동된다. DC 모터에 의해 구동되는 스크류-너트 매커니즘을 통하여 구동 케이블에 높은 장력을 발생시킨다. 파지력의 쉬운 제어를 위하여 스크류-너트 메커니즘에 조합 스프링을 적용하였다. 첫 번째 설계에서 손가락 제어 문제, 손가락과 손목 운동의 간섭 문제가 발견되었다. 트리즈의 모순 분석을 통하여 이러한 문제에 대한 해결안을 도출하였다. 두 번째 설계에 대하여 다양한 형태와 무게의 물체에 관하여 파지와 동작 테스트를 시행하였다.

• 한국정밀공학회지
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• 제24권3호
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• pp.47-54
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• 2007

This paper describes the development of the intelligent gripper with two 3-axis force sensor that can measure forces Fx, Fy, Fz simultaneously, for stably grasping an unknown object. In order to grasp an unknown object using an intelligent gripper softly, it should measure the force in the gripping direction and the force in the gravity direction, and perform the force control using the measured farces. Thus, the intelligent gripper should be composed of 3-axis force sensor that can measure forces Fx, Fy, Fz at the same time. In this paper, the intelligent gripper with two 3-axis force sensor was manufactured and its characteristic test was carried out. The fabricated gripper could grasp an unknown object stably. Also, the sensing element of 3-axis force sensor was modeled and designed with five parallel-plate beams, and 3-axis force sensor for the intelligent gripper was fabricated. The characteristic test of the made sensor was carried out.

• 한국정밀공학회지
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• 제32권10호
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• pp.911-916
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• 2015

In the nano/micro scale, material properties are dependent on the size-scale of a structure. However, conventional micro-scale tensile tests have limitations to obtain reliable values of nano-scale material properties owing to residual stress and elastic slippage in the gripping/aligning process. The indenter-driven nano-scale tensile test provides prominent advantages simple testing device, high-quality nano-scale metallic specimen with negligible residual stress. In this paper, two-types of specimens (a specimen with multi-testing parts and a specimen with a single-testing part) are discussed. Focused ion beam (FIB) is employed to fabricate a nano-scale specimen from a thin nickel film. Using the specimen with a single-testing part, we obtained a nano-scale stress-strain curve of electroplated nickel film.

• 대한기계학회논문집A
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• 제20권6호
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• pp.1762-1772
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• 1996

The main objective of this study is to develop a gripper mechanixm that can be employed for assembly and removal tasks of a nozzle-dam of steam genetator in the process of the nuclear reactor maintenances. Brief description of the open-close thpe gripper mechanism, its position analysis, and its kinematic analysis are given. The optimal design of the gripper mechanism with and without slipping on its two gipping surfaces is considered. As an optimal design index, the ratio of the actuator force of prismatic cylinder to gripping load is proposed. Then, based on this index the oiptimal design is carried out to identify values of optimal design parameters for the gripper dechanism.

• 한국정밀공학회:학술대회논문집
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• 한국정밀공학회 2002년도 춘계학술대회 논문집
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• pp.229-232
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• 2002

This paper describes the development of robot's finger 3-axis force sensor that detects the Fx, Fy, and Fz simultaneously fur stably grasping an unknown object. In order to safely grasp an unknown object using the robot's fingers, they should detect the force of gripping direction and the force of gravity direction, and perform the force control using the detected farces. The 3-axis force sensor that detects the Fx, Fy, and Fz simultaneously should be used for accurately detecting the weight of an unknown object of gravity direction. Thus, in this paper, robot's finger for stably grasping an unknown object is developed. And, the 3-axis farce sensor that detects the Fx, Fy, and Fz simultaneously fur constructing a robot's finger is newly modeled using several parallel-plate beams, and is fabricated. Also, it is calibrated, and evaluated.

• 한국소음진동공학회:학술대회논문집
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• 한국소음진동공학회 2006년도 추계학술대회논문집
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• pp.439-443
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• 2006

In this paper, a design of milli-gripper using piezoelectric actuator and flexible hinge structure has been suggested, and the dynamic characteristics of the milli-gripper has been analysed and improved. The milli-gripper consists of the operating and amplifier parts, and the perfomance of the gripper be heavily influenced by base excitation disturbances. The dynamic characteristics of milli-gripper has been measured by the FRF based on experimental modal analysis. It has been found by a series of experiments that the performance of the milli gripper using PID control is made a remarkable improvement in terms of gripping forces.

• 한국농업기계학회:학술대회논문집
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• 한국농업기계학회 1993년도 Proceedings of International Conference for Agricultural Machinery and Process Engineering
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• pp.744-751
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• 1993

A prototype motorised hand-held mango harvester was designed and fabricated at the faculty of Engineering , University of Agriculture Malaysia. The harvester is aimed at reducing the harvesting operation time, improving the working comfort during the operation and increasing the harvesting capacity. The mango harvester consists of gripping and detaching devices, a power transmission shaft with a 12 V battery operated motor and an aluminium pole together with a collecting chute. Preliminary observation on the harvester's performance showed significant and satisfactory results. It was found out that the magno harvester was capable of harvesting on an average six seconds for each fruit detachment. Further study is being conducted to improve the efficiency and capacity of the mango harvester.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 2001년도 ICCAS
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• pp.103.1-103
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• 2001

This paper presents the development of a micro gripper for grasping miniature sized parts in micro-assembly. Particularly, we have paid attention to the problem of manipulating objects of a well defined size range: the one between 1 mm and 0.1mm. In fact, objects larger than 1 mm can be easily handled by conventional precise grippers, while objects smaller than 1 $\mu\textrm{m}$ can be manipulated with special tools like AFM or STM. In this range, we can distinguish between mechanical and biological objects. We have focused our gripping research on the micro mechanical objects. We started from a f degree of freedom planar configuration. The structure of the micro gripper was a type of the elastic flexure hinge and was fabricated in ...