• 제목/요약/키워드: Improved Experiments

검색결과 2,547건 처리시간 0.024초

Anomaly detection of isolating switch based on single shot multibox detector and improved frame differencing

  • Duan, Yuanfeng;Zhu, Qi;Zhang, Hongmei;Wei, Wei;Yun, Chung Bang
    • Smart Structures and Systems
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    • 제28권6호
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    • pp.811-825
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    • 2021
  • High-voltage isolating switches play a paramount role in ensuring the safety of power supply systems. However, their exposure to outdoor environmental conditions may cause serious physical defects, which may result in great risk to power supply systems and society. Image processing-based methods have been used for anomaly detection. However, their accuracy is affected by numerous uncertainties due to manually extracted features, which makes the anomaly detection of isolating switches still challenging. In this paper, a vision-based anomaly detection method for isolating switches, which uses the rotational angle of the switch system for more accurate and direct anomaly detection with the help of deep learning (DL) and image processing methods (Single Shot Multibox Detector (SSD), improved frame differencing method, and Hough transform), is proposed. The SSD is a deep learning method for object classification and localization. In addition, an improved frame differencing method is introduced for better feature extraction and a hough transform method is adopted for rotational angle calculation. A number of experiments are conducted for anomaly detection of single and multiple switches using video frames. The results of the experiments demonstrate that the SSD outperforms the You-Only-Look-Once network. The effectiveness and robustness of the proposed method have been proven under various conditions, such as different illumination and camera locations using 96 videos from the experiments.

모래다짐말뚝 개량폭에 따른 보강효과에 관한 연구 (A Study on Effect of Ground Improvement by Sand Compaction Pile Changing Replacement Width)

  • 김시운;정길수;박병수;유남재
    • 산업기술연구
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    • 제25권A호
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    • pp.67-73
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    • 2005
  • In this research, centrifuge model experiments and numerical approach of finite element method to analyze experimental results were performed to investigate the behavior of improved ground with sand compaction piles. One of typical clay minerals, kaolinite powder, were prepared for soft ground in model tests. Jumunjin standard sand was used to sand compaction pile installed in the soft soil. In order to investigate the characteristics of mechanical behavior of sand compaction piles with low replacement ratios, centrifuge model experiments with the replacement ratio of 40%, changing the width of improved area with respect to testing results the width of surcharge loads, were carried out to obtain of bearing capacity, characteristics of load-settlement, vertical stresses acting on the sand pile and the soft soil failure mechanism in improved ground.

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고등학교 과학 교과서에 제시된 염화구리(II) 수용액의 전기분해 실험의 분석 및 개선 (Analysis and Improvement of Experiments for Electrolysis of an Aqueous CuCl2 Solution in High School Science Textbooks)

  • 박국태;조영자;이지영;박광서
    • 대한화학회지
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    • 제50권4호
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    • pp.328-337
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    • 2006
  • 연구의 목적은 고등학교 과학 교과서에 제시된 염화구리(II) 수용액의 전기분해 실험의 문제점을 분석하여, 학생들이 실험을 용이하게 수행하게 하고 환기 장치가 없는 과학실 여건을 고려해 염소 기체 발생으로 인한 안전 문제의 발생을 줄이기 위한 개선 실험을 제시하기 위한 것이다. 연구를 위하여 고등학교 11종 과학 교과서에 제시된 염화구리(II) 수용액의 전기분해 실험을 실험 방법에 따라 분류하고, 중등학교 화학 교사들에게 과학 교과서에 제시된 실험 방법대로 실험을 수행하게 한 후 문제점을 분석하여 개선 실험을 모색하였다. 연구 결과에 의하면, U 자관과 가지달린 U 자관을 반응 용기로 사용한 염화구리(II) 수용액의 전기분해 실험에서는 반응속도가 느려서 부반응으로 부산물이 발생하는 문제점이 있었으며, 비커를 반응 용기로 사용한 실험에서는 두 전극이 분리되어 있지 않아 각 전극에서 일어나는 화학반응을 분리하여 관찰할 수 없었다. 그리고 전기분해 장치를 반응 용기로 사용한 실험에서는 반응 생성물의 성질을 확인하기 어려운 문제점이 있었다. 이러한 문제점들을 개선하기 위하여 ㅂ자 모양의 반응 용기를 사용한 결과, 전기분해 반응속도가 빨라졌고, 각 전극에서 생성되는 반응 생성물의 특성을 분리해서 관찰할 수 있었다. 또한, 염화구리(II) 수용액의 사용량과 (-)극 주변에서 일어나는 부반응으로 인한 부산물의 생성량을 줄일 수 있었다. 그러므로 ㅂ자 모양의 반응 용기를 사용하는 개선 실험을 고등학교 과학 탐구 실험에 활용한다면, 염화구리(II) 수용액의 전기분해 실험을 용이하게 수행할 수 있어, 수용액의 전기분해에 관한 과학적인 개념 형성에 도움을 줄 수 있을 것이다.

충격흡수 특성의 향상을 위하 내고정용 특수 와셔에 관한 연구 (The Use of Special Washers in Bone Plates for Improved Impact-Absorbing Characteristics)

  • 김윤영;김장수
    • 대한의용생체공학회:의공학회지
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    • 제16권4호
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    • pp.457-462
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    • 1995
  • 본 논문에서는 골절 치료에 사용되고 있는 기존의 금속판과 나사고정 장치를 개선하여, 뼈에 점진적인 생리하중을 가할 수 있도록 고안된 내고정 장치를 살펴보았다. 이 장치는 골절판과 나사를 결합할 때, 그 사이에 생분해성 재질이나 기타 댐핑 특성이 우수한 재질의 와셔를 삽입하는 것을 그 특징으로 한다. 본 논문에서는 주로 이 장치의 충격 흡수 특성을 파악하기 위해, 돼지 대퇴골과 소 경골에대해 충격 망치를 이용하여 얻은 진동 실험 결과를 보여주며, 특히 와셔의 유무에 따른 충격 흡수 특성을 실험적으로 비교하였다.

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고립파와 파도패킷의 상호작용 (On the Interaction of a Solitary Wave and a Wave-Packet)

  • 김종언;장택수
    • 대한조선학회논문집
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    • 제60권5호
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    • pp.341-350
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    • 2023
  • In this paper, numerical experiments are performed to examine the collision between a solitary wave and a wave-packet (dispersive wave) in shallow water. We attempt to introduce the improved Boussinesq equation governing the experiments, which is solved by using a semi-analytical approach, called Pseudo-parameter Iteration method(PIM). Using various numerical experiments, we have observed that the wave-packet (propagating dispersive wave) experiences a phase shift after collision with a solitary wave. This phenomenon may be considered as a nonlinear wave-wave interaction in shallow water.

컴퓨터 모니터 디자인 개발에서 인간공학 응용

  • 신명철
    • 대한인간공학회:학술대회논문집
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    • 대한인간공학회 1997년도 추계학술대회논문집
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    • pp.320-325
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    • 1997
  • It is very diffcult to applied ergonomics data & experiments in industrial design. At the industrial design process attempted toadoption a egonomics. But sometimes easyto use ergonomics data and at other times very hard to adopted a element into a design process. Industrial design of the essence is a sensual act. As ergonomics data is to the hardware, sois the design sense to the software. The harmony are important to hardware & software of design process. New products demand to new form. Therefore, designer neglect to ergonomics experiments for user. Anyway, ergonomics experiments & data endlessly applied to more things year after year. This paper show improved computer front design with graphic, knobs size & control panel tilt angle.

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노면의 강도 추정을 통한 자율 주행 로봇의 실시간 최적 주행 파라미터 예측 (Real-Time Prediction of Optimal Control Parameters for Mobile Robots based on Estimated Strength of Ground Surface)

  • 김자영;이지홍
    • 제어로봇시스템학회논문지
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    • 제20권1호
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    • pp.58-69
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    • 2014
  • This paper proposes a method for predicting maximum friction coefficients and optimal slip ratios as optimal control parameters for traction control or slip control of autonomous mobile robots on rough terrain. This paper focuses on strength of ground surface which indicates different characteristics depending on material types on surface. Strength of various material types can be estimated by Willoughby sinkage model and by a developed testbed which can measure forces, velocities, and displacements generated by wheel-terrain interaction. Estimated strength is collaborated on building improved Brixius model with friction-slip data from experiments with the testbed over sand and grass material. Improved Brixius model covers widespread material types in outdoor environments on predicting friction-slip characteristics depending on strength of ground surface. Thus, a prediction model for obtaining optimal control parameters is derived by partial differentiation of the improved Brixius model with respect to slip. This prediction model can be applied to autonomous mobile robots and finally gives secure maneuverability on rough terrain. Proposed method is verified by various experiments under similar conditions with the ones for real outdoor robots.

Vee Diagram을 이용한 제 5차,6차 교과서의 실험.관찰의 비교분석 - 중학교 2학년 생물단원을 중심으로 - (Analysis of Middle School Biology Experiments by Vee Diagram)

  • 박성은;허명
    • 한국과학교육학회지
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    • 제16권3호
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    • pp.260-269
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    • 1996
  • Middle school biology experiments were analyzed by Vee Diagram. Major findings of this study are as follows : 1. Principles were not explit in the most of the experiments. 2. The knowledge included in the experiments has rapid progress when compared with the experimental procedure. 3. The concepts were not consistent with the interaction of knowledge claim and previous knowledge. 4. Though some experiments were improved in the 6th Curriculum, many experiments did not mention value claims.

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중.저기압 압력계의 국산화에 관한 연구 (A study on medium-low pressure gauge for domestic production)

  • 백용현
    • 전기의세계
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    • 제29권8호
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    • pp.519-523
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    • 1980
  • The traditional mechanical manometer is improved to develop more convenient and precise manometer in continuous measurement of the gas pressure in medium-low vacuum range (1x10$^{-1}$ -10 Torr.) Glass (solid) is used as a detector material of the improved manometer. Using the strain gauge adhered to thin glass board, mechanical strain corresponding to variation of pressure in measurement system is converted into quantity of electricity, and the quantity of electricity is amplified. Experiments have also shown that the improved manometer have more advantages in reproducibility, measured sensibility, and responsible velocity than taditional one.

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건설현장 작업복의 소재 기능성 향상에 따른 생리반응 (The Physiological Responses of Material-improved Working Clothes for Construction Site Worker)

  • 김성숙;김희은
    • 한국의류산업학회지
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    • 제13권5호
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    • pp.752-758
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    • 2011
  • In this paper, experiments to develop working clothes and evaluated, including the current and material-improved working clothes in relation to physiological functionality measurement. Experiments were conducted on subjects after wearing working clothes in an climate chamber, and the thermo-physiological response, such as human body temperature, micro-climate within the clothes, blood pressure, heart rate were measured. In this manner, the physiological functionality of improved working clothes was compared with that of current working clothes and evaluated. The summary of obtained results is as follows: For physiological functionality evaluation through material-improved working clothes, P working clothes showed significantly lower rectal temperature than C working clothes. For mean skin temperature, P's skin temperature was significantly higher than C's in the second half of the experiment. P working clothes's temperature around the thighs in Micro climate was significantly lower than that of the C working clothes. Also, humidity within the clothes showed similar trends. During the exercise period, C working clothes showed higher blood pressure than P, but P showed higher heart rates than C. Also, the oxygen uptake amount was higher in C than P during the exercise period, it explains that the energy consumption amount of P working clothes was smaller than that of C working clothes. Of the subjective evaluation, for temperature sensation, workers wearing P working clothes felt cooler. For humidity, C working clothes showed more humidity. For comfort, P working clothes were better, and for sense of fatigue, workers felt less tired wearing P working clothes. From results above, we can see that physiological functionality improved in the material-improved working clothes in the working clothes for construction site workers. The improvement of working clothes through functionality improvements not only will provide personal pleasantness to constriction site workers, but will also generate efficiency and productivity improvements at construction sites. All in all, the continuous study of functionality improvements in working clothes taking into consideration the human body's physiological responses is required.