• Title/Summary/Keyword: Intelligent Composite

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Kernelized Structure Feature for Discriminating Meaningful Table from Decorative Table (장식 테이블과 의미 있는 테이블 식별을 위한 커널 기반의 구조 자질)

  • Son, Jeong-Woo;Go, Jun-Ho;Park, Seong-Bae;Kim, Kweon-Yang
    • Journal of the Korean Institute of Intelligent Systems
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    • v.21 no.5
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    • pp.618-623
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    • 2011
  • This paper proposes a novel method to discriminate meaningful tables from decorative one using a composite kernel for handling structural information of tables. In this paper, structural information of a table is extracted with two types of parse trees: context tree and table tree. A context tree contains structural information around a table, while a table tree presents structural information within a table. A composite kernel is proposed to efficiently handle these two types of trees based on a parse tree kernel. The support vector machines with the proposed kernel dised kuish meaningful tables from the decorative ones with rich structural information.

Strength Characterisation of Composite Securement Device in the Vehicle by FE Analysis (유한요소해석을 통한 차량내 복합재 휠체어 고정구의 구조 강도 특성 평가)

  • Ham, Seok-Woo;Yang, Dong-Gyu;Son, Seung-Neo;Eo, Hyo-Kyoung;Kim, Gyeong-Seok;Cheon, Seong S.
    • Composites Research
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    • v.32 no.4
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    • pp.171-176
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    • 2019
  • In this paper, the strength of the composite securement device was characterised by FE analysis. Preliminary frontal crash analysis for the vehicle, equipped with the conventional steel securement device, was carried out according to the ISO 10542 for special transportation to obtain loading data, which were applied to securement device during crash. The securement device consists of block, guide and rail and the weight fraction of rail was the highest among them, therefore, it is desirable to reduce weight of rail by applying carbon/epoxy composite. Also, it was found that 27% of lightweight effect was obtained by hybrid rail that bottom part was replaced by a composite compared to the conventional rail, i.e., made of SAPH 440, without sacrificing the structural strength.

Classification of emotion data using rough set on fuzzy inference (퍼지추론에서 러프집합을 이용한 감성 데이터의 분류)

  • 손창식;정환묵
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2004.10a
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    • pp.145-148
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    • 2004
  • 규칙 기반 추론 시스템에서 규칙의 속성 감축은 다양한 방법으로 제안되어 왔다. 규칙의 속성 감축은 퍼지 추론 시스템을 구현하는데 있어서 처리 시간을 단축시킬 수 있으나 규칙의 종속성 및 상관성을 고려하지 않을 경우 예상하지 못한 추론 결과를 얻을 수 있다. 따라서, 본 논문에서는 복합속성을 가진 규칙의 속성 감축과 상관성을 고려하기 위하여 러프집합의 특성 중 식별가능 행렬과 식별가능 함수를 이용하였다. 그리고 속성 감축에 사용된 규칙은 복합속성(composite attribute)을 가지는 감성 데이터를 이용하였다.

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Optimal Grasp Planning of Object Based on Weighted Composite Grasp Index (가중치를 갖는 복합 파지 지수를 기반으로 한 물체의 파지 계획)

  • Kim, Byoung-Ho;Yi, Byung-Ju;Oh, Sang-Rok;Suh, Il-Hong
    • Journal of Institute of Control, Robotics and Systems
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    • v.6 no.11
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    • pp.1003-1012
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    • 2000
  • When a robot hand grasp an object, the number of ways to grasp it stably are infinite and thus an optimal grasp planning is needed to find the optimal grasp points for satisfying the objective of the given task. In this paper, we first define some grasp indices to evaluate the quality of each feasible grasp and then a weighted composite grasp index by combining all of the grasp indices is also defined. Next, we propose a method to find the optimal grasp points of the given object by comparing the defined weighted composite grasp index for each feasible grasp points. By simulation results, we show the effectiveness of the proposed optimal grasp planning method and also discuss the trend of each grasp index as the grasp polygon.

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Robust Control Simulation of a Composite Beam using Self-Sensing Actuators (Self-Sensing 작동기를 이용한 복합재 보의 강인제어 시뮬레이션)

  • 권대규;최병용;이성철
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2001.04a
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    • pp.284-287
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    • 2001
  • This paper presents the robust control simulation of a composite beam using self-sensing actuators(SSA). The self-sensing actuator is a new concept for intelligent material, where a single piezoelectric element simultaneously functions as both a sensor and an actuator. In a practical implementation of the self-sensing actuator an electrical bridge circuit is used to measure strain. The circuit could provide significant information about strain in the element if it were well-balanced. Our aim is design a robust controller which guarantees that the performance of a self-sensing actuator is robust against perturbation of the bridge balance and to confirm the advantages of this technique. Simulation results show that the self-sensing actuator driven by the designed controller exhibits excellent performance in suppressing the vibration of a composite beam.

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Similarity Relations of Resin Flow in Resin Transfer Molding Process

  • Um, Moon-Kwang;Byun, Joon-Hyung;Daniel, Isaac M.
    • Advanced Composite Materials
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    • v.18 no.2
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    • pp.135-152
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    • 2009
  • Liquid molding processes, such as resin transfer molding, involve resin flow through a porous medium inside a mold cavity. Numerical analysis of resin flow and mold filling is a very useful means for optimization of the manufacturing process. However, the numerical analysis is quite time consuming and requires a great deal of effort, since a separate numerical calculation is needed for every set of material properties, part size and injection conditions. The efforts can be appreciably reduced if similarity solutions are used instead of repeated numerical calculations. In this study, the similarity relations for pressure, resin velocity and flow front propagation are proposed to correlate another desired case from the already obtained numerical result. In other words, the model gives a correlation of flow induced variables between two different cases. The model was verified by comparing results obtained by the similarity relation and by independent numerical simulation.

A Study on Sensing Characteristics of Carbon Nanotube Smart Composite Nano Sensors Based on Electrical Impedance Measurement (탄소나노튜브 스마트 복합소재의 전기적 임피던스 변화를 이용한 나노센서의 센싱 특성 연구)

  • Kang, I.P.
    • Journal of Power System Engineering
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    • v.13 no.1
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    • pp.65-71
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    • 2009
  • To address the need for new intelligent sensing, this paper introduces nano sensors made of carbon nanotube (CNT) composites and presents their preliminary experiments. Having smart material properties such as piezoresistivity, chemical and bio selectivity, the nano composite can be used as smart electrodes of the nano sensors. The nano composite sensor can detect structural deterioration, chemical contamination and bio signal by means of its impedance measurement (resistance and capacitance). For a structural application, the change of impedance shows specific patterns depending on the structural deterioration and this characteristic is available for an in-situ multi-functional sensor, which can simultaneously detect multi symptoms of the structure. This study is anticipated to develop a new nano sensor detecting multiple symptoms in structural, chemical and bio applications with simple electric circuits.

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A Development and Performance Assessment of On-Line Monitoring System for Optical Fiber Composite Underground Distribution Network using DTS (DTS를 활용한 광복합 지중 배전계통 실시간 감시시스템 개발 및 성능평가)

  • Cho, Jin-Tae;Kim, Ju-Yong;Lee, Hak-Ju;Cho, Hwi-Chang;Choi, Myeong-Ho
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.25 no.6
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    • pp.115-121
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    • 2011
  • Intelligent distribution equipment is inevitable to realize self-healing which is one of smart grid functions in distribution network. Therefore, most of distribution equipment have been developed with self diagnostic sensors. However, it is not effective to construct on-line monitoring system for underground distribution cable because of high cost and low sensitivity. Recently, optical fiber composite cable is being considered for communication and power delivery in order to cope with increasing communication in distribution network. This paper presents the design and performance assessment results of underground cable on-line monitoring system using DTS(Distributed Temperature Sensing) and optical fiber composite underground cable.

Feature Recognition of Prismatic Parts for Automated Process Planning : An Extended AAG A, pp.oach (공정계획의 자동화를 위한 각주형 파트의 특징형상 인식 : 확장된 AAG 접근 방법)

  • 지원철;김민식
    • Journal of Intelligence and Information Systems
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    • v.2 no.1
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    • pp.45-58
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    • 1996
  • This paper describes an a, pp.oach to recognizing composite features of prismatic parts. AAG (Attribute Adjacency Graph) is adopted as the basis of describing basic feature, but it is extended to enhance the expressive power of AAG by adding face type, angles between faces and normal vectors. Our a, pp.oach is called Extended AAG (EAAG). To simplify the recognition procedure, feature classification tree is built using the graph types of EEA and the number of EAD's. Algorithms to find open faces and dimensions of features are exemplified and used in decomposing composite feature. The processing sequence of recognized features is automatically determined during the decomposition process of composite features.

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