• Title/Summary/Keyword: One-Shot System

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CART 회귀분석 기반 일회성 시스템 81mm 고폭탄 사거리에 영향을 미치는 요인 분석 (A Study of Factors Influencing the Range of 81mm HE shells One-Shot systems based on CART Regression analysis)

  • 김명성;최준혁;김영민
    • 시스템엔지니어링학술지
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    • 제19권1호
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    • pp.107-113
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    • 2023
  • For one-shot systems such as 81mm high-explosive ammunition, research on performance prediction is insignificant due to research manpower infrastructure and lack of interest and difficulties in securing field data, which can only be done by special task workers. In order to evaluate the actual range of ammunition, the storage ammunition reliability evaluation checks the range by firing actual ammunition through a functional test. Test evaluation is a method of extracting a sample from the population, launching it, and recording the results accordingly. As a result of these tests, the range, which is an indicator of ammunition performance, can be measured differently according to meteorological factors such as temperature, atmospheric pressure, and humidity according to the location of the test site. In this study, various environmental factors generated at the test site and storage period analyze the correlation with the range, which is the performance of ammunition, and analyze the priority of importance for each factor and the numerical standards that environmental factors affect range. Through this, a new approach to one-shot system performance prediction was presented.

모듈형 퍼지-신경망을 이용한 미성형 사출제품의 최적 해결에 관한 연구 (A Study on Optimal Solution of Short Shot Using Modular Fuzzy Logic Based Neural Network (MENN))

  • 강성남;허용정;조현찬
    • 한국지능시스템학회논문지
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    • 제11권6호
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    • pp.465-469
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    • 2001
  • In injection molding short shot is one of the frequent and fatal defects. Experts of Injection molding usually adjust process conditions such as injection time, mold temperature, and melt temperature because it is most economic way in time and cost. However, it is difficult task to find appropriate process conditions for troubleshooting of short shot as injection molding process is a highly nonlinear system and process conditions are coupled. In this paper, a modular fuzzy neural network (MFNN) has been applied to injection molding process to shorten troubleshooting time of short shot. Based on melt temperature and fill time, a reasonable initial mo이 temperature is recommenced by the NFNN, and then the mold temperature is inputted to injection molding process. Depending on injection molding result, specifically the insufficient quantity of an injection molded part. and appropriate mold temperature is recommend repeatedly through the NFNN.

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추진기관 시스템의 신뢰성 평가 방안 (Reliability evaluation plan of Rocket motor system)

  • 심행근;장주수
    • 한국신뢰성학회:학술대회논문집
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    • 한국신뢰성학회 2011년도 춘계학술발표대회 논문집
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    • pp.305-309
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    • 2011
  • Reliability evaluation of One-Shot systems which fly at speed of Mach must evaluate as the result which leads a many firing test. But many firing test the fact that is impossible is actuality with problem of budget. Method of prediction leads consequently with alternative and will be able to present the alternative which evaluates. Prediction of One-Shot systems that how many did accumulate a many experience data according to the accuracy is decided, there is a possibility of seeing. One like shot our country and the method which is indirect leads from the environment where the test data is insufficient and only will not be able to set the direction of prediction, the present paper about such method describes 217 Plus where is a reliability prediction standard which is new the thing in standard.

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EFFECT OF RESIDUAL STRESS BY SHOT PEENING ON FATIGUE STRENGTH OF LCV LEAF SPRING

  • BAE D. H.;SOHN I. S.;JUNG W. S.;KIM N. S.;JUNG W. W.;PARK S. C.
    • International Journal of Automotive Technology
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    • 제6권6호
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    • pp.671-676
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    • 2005
  • Spring is one of major suspension part of the light commercial vehicle (LCV). In the manufacturing process it is shot-peened to improve its fatigue strength. In this paper, residual stresses by shot peening were calculated through finite element analysis, and the effects of these residual stresses on fatigue strength of leaf spring were evaluated. Fatigue tests were performed with two kinds of specimens; one is actual leaf spring assembly, and the other is simulated 3-point bending specimen. Fatigue tests were performed under the loading condition that was measured on the proving ground. From the results, the maximum load-fatigue life relation of leaf spring was defined, and test results of 3 point bending specimen are in good agreement with those of leaf spring assembly. The effects of residual stresses by shot peening on fatigue strength of leaf spring is not large in the high load range, however, in the low load range, its effects were not negligible.

아이스하키 스위프 샷(Sweep shot) 동작의 상지의 협응 형태 (Coordination Pattern of Upper Limb of Sweep Shot Movement in Ice Hockey)

  • 최지영;이의린
    • 한국운동역학회지
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    • 제17권4호
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    • pp.169-179
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    • 2007
  • The purpose of this study was to investigate the relations between the segments of the body and to qualitatively analyze coordination pattern of joints and segments during Sweep Shot movement in Ice Hockey, by utilizing coordination variables was angle vs. angle plots. By the utilization the three dimensional anatomical angle cinematography, the angles of individual joint and segment according to sweep shot in ice hockey. The subjects of this study were five professional ice hockey players. The reflective makers were attached on anatomical boundary line of body. For the movement analysis three dimensional cinematographical method(APAS) was used and for the calculation of the kinematic variables a self developed program was used with the LabVIEW 6.1 graphical programming(Johnson, 1999) program. By using Eular's equations the three dimensional anatomical Cardan angles of the joint and ice hockey stick were defined. The three dimensional anatomical angular displacement and coordination pattern of trunk and Upper limb(shoulder-elbow, elbow-wrist linked system) showed important role of sweep shot in ice hockey. As the result of this paper, for the successful movement of sweep shot in ice hockey, it is most important role of coordination pattern of trunk-shoulder, shoulder-elbow and elbow-wrist. specially turnk movememt as a proximal segment. Coordination pattern of Upper Limb(upperarm-forearm-hand) of Sweep Shot movement in Ice Hockey that utilizes coordination variables seems to be one of useful research direction to understand basic control mechanisms of Ice hockey sweep shooting linked system skill. this study result showed flexion-extension, adduction-abduction and internal-external rotation of trunk are important role of power and shooting direction coordination pattern of upper Limb of Sweep Shot movement in Ice Hockey.

RawNet3를 통해 추출한 화자 특성 기반 원샷 다화자 음성합성 시스템 (One-shot multi-speaker text-to-speech using RawNet3 speaker representation)

  • 한소희;엄지섭;김회린
    • 말소리와 음성과학
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    • 제16권1호
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    • pp.67-76
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    • 2024
  • 최근 음성합성(text-to-speech, TTS) 기술의 발전은 합성음의 음질을 크게 향상하였으며, 사람의 음성에 가까운 합성음을 생성할 수 있는 수준에 이르렀다. 특히, 다양한 음성 특성과 개인화된 음성을 제공하는 TTS 모델은 AI(artificial intelligence) 튜터, 광고, 비디오 더빙과 같은 분야에서 널리 활용되고 있다. 따라서 본 논문은 훈련 중 보지 않은 화자의 발화를 사용하여 음성을 합성함으로써 음향적 다양성을 보장하고 개인화된 음성을 제공하는 원샷 다화자 음성합성 시스템을 제안했다. 이 제안 모델은 FastSpeech2 음향 모델과 HiFi-GAN 보코더로 구성된 TTS 모델에 RawNet3 기반 화자 인코더를 결합한 구조이다. 화자 인코더는 목표 음성에서 화자의 음색이 담긴 임베딩을 추출하는 역할을 한다. 본 논문에서는 영어 원샷 다화자 음성합성 모델뿐만 아니라 한국어 원샷 다화자 음성합성 모델도 구현하였다. 제안한 모델로 합성한 음성의 자연성과 화자 유사도를 평가하기 위해 객관적인 평가 지표와 주관적인 평가 지표를 사용하였다. 주관적 평가에서, 제안한 한국어 원샷 다화자 음성합성 모델의 NMOS(naturalness mean opinion score)는 3.36점이고 SMOS(similarity MOS)는 3.16점이었다. 객관적 평가에서, 제안한 영어 원샷 다화자 음성합성 모델과 한국어 원샷 다화자 음성합성 모델의 P-MOS(prediction MOS)는 각각 2.54점과 3.74점이었다. 이러한 결과는 제안 모델이 화자 유사도와 자연성 두 측면 모두에서 비교 모델들보다 성능이 향상되었음을 의미한다.

고체 추진기관 시스템의 신뢰성 평가 방안 (Reliability evaluation plan of Rocket motor system)

  • 권택만;정지선;심행근;장주수
    • 한국신뢰성학회지:신뢰성응용연구
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    • 제11권4호
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    • pp.399-407
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    • 2011
  • Reliability evaluation of One-Shot system which flies at speed of Mach must be evaluated as the result of many firing tests. But many firing tests are impossible because of budget deficit. Consequently the reliability prediction which substitutes firing tests is used. The accuracy of reliability prediction is decided according to a quantity of accumulated test data. If the test data is insufficient, the direction of prediction can not be set. So we propose the reliability prediction method which applies MIL-HDBK-217 Plus. MIL-HDBK-217 Plus is described about reliability prediction method without sufficient test data. So we apply MIL-HDBK-217 Plus to the rocket motor system, and we accomplish a modeling and a reliability prediction about the system.

사출성형 문제해결을 위한 퍼지 신경망 적용에 관한 연구 (A Study on the Application of Fuzzy Neural Network for Troubleshooting of Injection Molding Problems)

  • 강성남;허용정;조현찬
    • 한국정밀공학회지
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    • 제19권11호
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    • pp.83-88
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    • 2002
  • In order to predict the moldability of a injection molded part, a simulation of filling is needed. Short shot is one of the most frequent troubles encountered during injection molding process. The adjustment of process conditions is the most economic way to troubleshoot the problematic short shot in cost and time since the mold doesn't need to be modified at all. But it is difficult to adjust the process conditions appropriately in no times since it requires an empirical knowledge of injection molding. In this paper, the intelligent CAE system synergistically combines fuzzy-neural network (FNN) for heuristic knowledge with CAE programs for analytical knowledge. To evaluate the intelligent algorithms, a cellular phone flip has been chosen as a finite element model and filling analyses have been performed with a commercial CAE software. As the results, the intelligent CAE system drastically reduces the troubleshooting time of short shot in comparison with the experts' conventional methodology which is similar to the golden section search algorithm.

일회성 시스템의 저장신뢰도 결정 모델에 관한 연구 (A Study on the Storage Reliability Determination Model for One-shot System)

  • 김동규;강운석;강성진
    • 한국경영과학회지
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    • 제38권1호
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    • pp.1-13
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    • 2013
  • Some systems such as missiles and ammunitions are used only one time in combat or emergency situation. Predicting correct storage reliability is very important for those systems which are inspected periodically. Many researches have been done for predicting the storage reliability using generally exponential or Weibull failure distribution. However, recent studies show the hazard functions follow various types of failure distributions. So in this paper, we proposed a generalized model that measures the storage reliability regardless of type of failure distributions. And this model reflects inspection error and failures that might be occurred during periodical check and within storage term as well.

A Study on Moldability by Using Fuzzy Logic Based Neural Network(FNN)

  • Kang, Seong Nam;Huh, Yong Jeong;Cho, Hyun Chan;Choi, Man Sung
    • 반도체디스플레이기술학회지
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    • 제2권1호
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    • pp.7-9
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    • 2003
  • In order to predict the moldability of an injection molded part, a simulation of filling is needed. Short shot is one of the most frequent troubles encountered during injection molding process. The adjustment of process conditions is the most economic way to troubleshoot the problematic short shot in cost and time since the mold doesn't need to be modified at all. But it is difficult to adjust the process conditions appropriately in no times since it requires an empirical knowledge of injection molding. In this paper, the intelligent CAE system synergistically combines fuzzy-neural network(FNN) for heuristic knowledge with CAE programs for analytical knowledge. To evaluate the intelligent algorithms, a cellular phone flip has been chosen as a finite element model and filling analyses have been performed with a commercial CAE software. As the results, the intelligent CAE system drastically reduces the troubleshooting time of short shot in comparison with the expert's conventional way which is similar to the golden section search algorithm.

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