• Title/Summary/Keyword: Prediction Unit

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Cycle Simulation for the Performance Prediction of a High Pressure Unit Injection System of a Diesel Engine (디젤엔진용 고압분사 유닛인젝터의 성능예측을 위한 사이클 시뮬레이션)

  • 김철호
    • Transactions of the Korean Society of Automotive Engineers
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    • v.9 no.1
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    • pp.63-74
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    • 2001
  • In this study, a cycle simulation program of a Unit-Injection(UI) system was developed to estimate the injection performance of newly designed injection system. A fundamental theory of the simulation program is based on the conservation law of mass. Loss of fuel mass in the system due to leakage, compressibility effect of the liquid fuel and friction loss in the control volume was considered in the algorithm f the program. For the evaluation of the simulation program developed, the experimental result which was offered by the Technical Research Center of Doowon Precision Industry Co. was incorporated. Two main parameters; the maximum pressure in the plunger chamber and total fuel mass(kg) injected into the engine cylinder per cycle, were measured and compared with the simulation results. It was found that the maximum error rate of the simulation result to the experimental output was less than 3% in the rated rotational speed (rpm) range of the plunger cam.

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Fast CU Decision Method for HEVC Encoder (HEVC 부호기에서의 고속 CU 결정 방법)

  • Kim, Dae-Yeon;Lee, Yung-Gi;Kim, Hyeong-Duck
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2011.07a
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    • pp.173-176
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    • 2011
  • 현재 표준화가 진행 중인 HEVC (High-efficiency video coding) 는 기존의 동영상 표준과 마찬가지로 여러 기술들이 혼합된 하이브리드 영상 부호화 프레임 워크 구조를 따르고 있다. 특히, 다양한 크기의 부호화 단위 (Coding Unit : CU), 예측단위 (Prediction Unit : PU), 변환 단위 (Transform Unit : TU) 의 사용으로 인해 HD 이상의 영상에 대하여 기존의 H.264/AVC 보다 약 40%의 압축률 향상을 보이고 있다. 하지만 그로 인하여 부호화기 복잡도가 약 3 배 이상 증가하는 것으로 나타났으며 이는 실시간 부호화가 요구되는 분야에서 큰 문제가 될 것이다. 본 논문은 HEVC 부호화기 복잡도를 낮추기 위하여 최적의 CU 를 결정하는 과정 중 조기에 CU 를 결정하는 고속 CU 결정 방법을 소개한다. 실험 결과, 제안된 방법은 HM과 비교하여 PSNR (Peak Signal to Noise Ratio) 의 손실이 거의 없이 최대 약 58%의 부호화 시간을 절약하였다.

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Fast Reference Picture Decision Using Motion Information of Upper Depth Coding Unit (상위 깊이 부호화 단위의 움직임 정보를 이용한 고속 참조영상 결정 방법)

  • Lee, Sang Yong;Kim, Jae-Gon;Choi, Haechul;Kim, Hui Yong;Lim, Sung-Chang;Choi, Jin Soo
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2011.07a
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    • pp.196-198
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    • 2011
  • MPEG 과 VCEG 의 공동협력팀인 JCT-VC(Joint Collaboration Team on Video Coding)에서는 H.264/AVC 보다 두 배 이상의 높은 부호화 효율을 목표로 HEVC(High Efficiency Video Coding) 표준화를 진행하고 있다. HEVC 표준화에서는 압축 효율뿐만 아니라 부호화기의 복잡도도 중요하게 고려되고 있다. 본 논문에서는 HEVC 부호화기의 높은 복잡도를 줄이기 위하여 상위 깊이의 부호화 단위(Coding Unit: CU)의 움직임 정보를 이용하여 현재 부호화하는 예측단위(Prediction Unit: PU)의 참조영상의 후보의 수를 제한하는 고속 부호화 알고리즘을 제안한다. 모의실험을 통하여 제안한 알고리즘은 HM3.0 에 비해 평균 10.8% 정도의 부호화 시간을 감소시키며, 이때 평균 비트율은 0.5%로 부호화 효율의 감소가 미미함을 확인 하였다.

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Thermal Deformation Characteristics of the Adaptive Machine Tools under Change of Thermal Environment (열적 환경변화에 의한 공작기계의 구조적 특성)

  • 이재종;이찬홍;최대봉;박현구
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2000.11a
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    • pp.1023-1027
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    • 2000
  • In metal cutting, the machining accuracy is more affected by thermal errors than by geometric errors. This paper models of the thermal errors for error analysis and develops on-the-machine measurement system by which the volumetric error are measured and compensated. The thermal error is modeled by means of angularity errors of a column and thermal drift error of the spindle unit which are measured by the touch probe unit with a star type styluses, a designed spherical ball artifact, and five gap sensors. In order to analyze the thermal characteristics under several operating conditions, experiments performed with the touch probe unit and five gap sensors on the vertical and horizontal machining centers.

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A Study on Prediction of Fatigue Life and Shock Fracture for the Engine Base of Auxiliary Power Unit for Tracked Vehicle (보조동력장치 엔진 Base의 피로수명 예측 및 충격파손에 관한 연구)

  • Lee, Sang-Bum;Chung, Kyung-Taek;Shin, Jae-Ho;Jang, Hwan-Young;Suh, Jeong-Se
    • Journal of the Korean Society for Precision Engineering
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    • v.25 no.4
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    • pp.86-92
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    • 2008
  • This paper is to investigate the behavior of linear static structure stress, the fatigue and experimental shock fracture far engine base in the Auxiliary Power Unit to resolve its restricted electrical power problem. The shock fracture test was experimentally made under MIL standard criteria. The numerical results by finite element method had a good agreement with those from the shock test. The design data of predicting the fracture at the initial crack and the damage behavior of structure with shock and vibration load in the battle field can be obtained from shock test. In the functional shock test, the crack at the side parts of the engine base was found at peak acceleration of 40g.

HEVC-encoded Video Bit-stream Analyzer (HEVC 기술로 부호화된 비디오 비트스트림 분석기)

  • Jung, Soon-Heung;Jun, DongSan;Kim, Younhee;Seok, Jinwuk;Choi, Jin Soo;Kwak, Jin Suk;Lee, MinSuk;An, Sangbu
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2012.07a
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    • pp.462-465
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    • 2012
  • 본 논문에서는 HEVC 기술로 부호화된 비디오 비트스트림(HEVC 비트스트림)을 분석하고, 그 결과를 보여주는 방법에 대해서 제안한다.[1] HEVC 기술은 Coding Unit(CU), Prediction Unit(PU), Transform Unit(TU)을 기반으로 부호화가 이루어지므로 부호화 정보를 효과적으로 사용자에게 보여주기 위해서는 CU, PU, TU 를 기반으로 GUI(Graphic User Interface)가 디자인되어야 한다. 제안된 HEVC 비트스트림 분석기에서는 이러한 부호화 구조를 반영하여 사용자 친화적으로 HEVC 비트스트림의 부호화 정보를 편리하게 확인할 수 있도록 하였다.

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Fast encoding algorithm using CU merge scheme in HEVC (HEVC 부호화기에서 CU 정보 병합 알고리즘을 이용한 빠른 CU 부호화 방법)

  • Lee, Jae-Yung;Han, Jong-Ki
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2012.07a
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    • pp.361-364
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    • 2012
  • MPEG과 ITU-T에서 최근 표준화가 진행되고 있는 HEVC는 H.264/AVC에 비해, CU(coding unit), PU(prediction unit), TU(transform unit)의 다양한 형태 분할 단위를 갖는 것을 큰 특징으로 한다. 이 중, CU와 TU는 쿼드트리 형태의 재귀적 분할 구조를 가지도록 구성되는데, 압축 효율은 향상시키지만 높은 부호화 복잡도를 갖는 단점이 있다. 본 논문에서는 이러한 재귀적 분할 구조를 변환하여 가장 작은 CU의 정보를 병합하여 큰 CU의 정보를 빠르게 결정하는 방법을 제안한다. 제안한 방법을 HEVC의 CU 부호화에 적용한 결과, 부호화 복잡도를 32-45% 가량 감소시키면서 압축 효율 하락은 0.6-0.9%로 억제할 수 있었다. 또한, HM6.1에 구현되어 있는 고속 탐색 알고리즘과 비교 할 경우, 압축 효율 하락을 0.2-0.3%로 억제하면서 부호화 복잡도를 8-12% 감소시킬 수 있었다.

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A Study on the Prediction of Propulsive Energy Loss Related to Automatic Steering of Ships

  • Sohn, Kyoung-Ho;Lee, Gyoung-Woo;Lim, Gun;Bae, Jeong-Cheul
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 1995.11a
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    • pp.153-165
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    • 1995
  • When an automatic course-keeping is introduced as is quite popular in modern navigation the closed-loop steering system consists of autopilot device power unit(or telemotor unit) steering gear ship dynamics and magnetic or gyro compass. We derive the mathematical model of each element of the automatic steering system. We provide a method of theoretical analysis on propulsive energy loss related to automatic steering of ships inthe open seas taking account of the on-off mechanism of power unit. Also we paid attention to dead band mechanism of autopilot device which is normally called weather adjustment. Next we make numerical calculation of the effects of autopilot control constants ont he propulsive energy loss for two kinds of ship a fishing boat and an ore carrier. Realistic sea and wind disturbances are employed in the calculation.

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Forecasting of erythrocyte sedimentation rate using gated recurrent unit (GRU) neural network (Gated recurrent unit (GRU) 신경망을 이용한 적혈구 침강속도 예측)

  • Lee, Jaejin;Hong, Hyeonji;Song, Jae Min;Yeom, Eunseop
    • Journal of the Korean Society of Visualization
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    • v.19 no.1
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    • pp.57-61
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    • 2021
  • In order to determine erythrocyte sedimentation rate (ESR) indicating acute phase inflammation, a Westergren method has been widely used because it is cheap and easy to be implemented. However, the Westergren method requires quite a long time for 1 hour. In this study, a gated recurrent unit (GRU) neural network was used to reduce measurement time of ESR evaluation. The sedimentation sequences of the erythrocytes were acquired by the camera and data processed through image processing were used as an input data into the neural network models. The performance of a proposed models was evaluated based on mean absolute error. The results show that GRU model provides best accurate prediction than others within 30 minutes.

Novel Biomarkers for Prediction of Response to Preoperative Systemic Therapies in Gastric Cancer

  • Cavaliere, Alessandro;Merz, Valeria;Casalino, Simona;Zecchetto, Camilla;Simionato, Francesca;Salt, Hayley Louise;Contarelli, Serena;Santoro, Raffaela;Melisi, Davide
    • Journal of Gastric Cancer
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    • v.19 no.4
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    • pp.375-392
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    • 2019
  • Preoperative chemo- and radiotherapeutic strategies followed by surgery are currently a standard approach for treating locally advanced gastric and esophagogastric junction cancer in Western countries. However, in a large number of cases, the tumor is extremely resistant to these treatments and the patients are exposed to unnecessary toxicity and delayed surgical therapy. The current clinical trials evaluating the combination of preoperative systemic therapies with modern targeted and immunotherapeutic agents represent a unique opportunity for identifying predictive biomarkers of response to select patients that would benefit the most from these treatments. However, it is of utmost importance that these potential biomarkers are corroborated by extensive preclinical and translational research. The aim of this review article is to present the most promising biomarkers of response to classic chemotherapeutic, anti-HER2, antiangiogenic, and immunotherapeutic agents that can be potentially useful for personalized preoperative systemic therapies in gastric cancer patients.