• Title/Summary/Keyword: Shuttle

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Autonomous-Driving Vehicle Learning Environments using Unity Real-time Engine and End-to-End CNN Approach (유니티 실시간 엔진과 End-to-End CNN 접근법을 이용한 자율주행차 학습환경)

  • Hossain, Sabir;Lee, Deok-Jin
    • The Journal of Korea Robotics Society
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    • v.14 no.2
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    • pp.122-130
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    • 2019
  • Collecting a rich but meaningful training data plays a key role in machine learning and deep learning researches for a self-driving vehicle. This paper introduces a detailed overview of existing open-source simulators which could be used for training self-driving vehicles. After reviewing the simulators, we propose a new effective approach to make a synthetic autonomous vehicle simulation platform suitable for learning and training artificial intelligence algorithms. Specially, we develop a synthetic simulator with various realistic situations and weather conditions which make the autonomous shuttle to learn more realistic situations and handle some unexpected events. The virtual environment is the mimics of the activity of a genuine shuttle vehicle on a physical world. Instead of doing the whole experiment of training in the real physical world, scenarios in 3D virtual worlds are made to calculate the parameters and training the model. From the simulator, the user can obtain data for the various situation and utilize it for the training purpose. Flexible options are available to choose sensors, monitor the output and implement any autonomous driving algorithm. Finally, we verify the effectiveness of the developed simulator by implementing an end-to-end CNN algorithm for training a self-driving shuttle.

Treatment of Radius Fracture Using a Shuttle Pin in a Cinereous Vulture (Aegypius monachus): A Case Study

  • Jinho Jang;Hee-Jong Kim;Young-Seok Park;YoungMin Yun
    • Journal of Veterinary Clinics
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    • v.41 no.3
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    • pp.189-194
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    • 2024
  • Cinereous vulture (Aegypius monachus) is a large raptor that belongs to the family Accipitridae in the order Falconiformes. It is a migratory bird that returns to Mongolia after wintering in the Korean Peninsula. In February 2015, a cinereous vulture was rescued from Asan-si, Chungcheongnam-do Province as it could not fly. It was transferred to the Chungnam Wild Animal Rescue Center in Korea. It was found to have a closed fracture on the right radius through radiographic examination, a basic procedure. Surgery was performed at the fracture site using a shuttle pin and wire. After successful physical therapy and rehabilitation, the cinereous vulture was released in October 2015. A metal ring (150-00713) and wing tags (G/BL 3) were attached to the bird before its release for subsequent identification. Two years and 4 months later, in March 2018, the cinereous vulture was rescued and brought back to the center. It was diagnosed with secondary pesticide poisoning. After receiving treatment, a radiography test revealed no specific findings related to the previous fracture surgery. Considering that migratory birds travel long distances, it was confirmed that the treatment for reducing the fracture in the radius using a shuttle pin and a cerclage wire was suitable.

Dwell Point Polices for Shuttles on Shuttle-Based Storage/Retrieval(SBS/RS) System (Shuttle-Based Storage/Retrieval System(SBS/RS)에서의 셔틀 대기점 연구)

  • Ha, Yun-Soo;Chae, Junjae
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.39 no.3
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    • pp.30-38
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    • 2016
  • Shuttle-Based Storage/Retrieval System (SBS/RS) is relatively new to industry. The system is in the category of Automated Storage/Retrieval System (AS/RS), but it is different in that the SBS/RS uses shuttles as Storage/Retrieval (SR) machine instead using a stacker crane. The shuttles are assigned to each tier on multi-tier system and operated for pick-up or drop-off order. Since the system can handle multiple orders simultaneously, it can provide much higher throughput than that of general AS/RS with single stocker crane. Thus, this new system is well fit to recent tendency of increasing small quantity batch production and orders. One of the drawback of this system is that it needs a lot of investment to set up. The efficient operation of the system would be one of the critical matters to increase economic efficiency of capital investment. In this study, we focused on the dwell point policy for shuttles to find efficient way of operating the system. There are four basic policies for the dwell point and we had simulation-based experiment for two different scenarios based on the speed of the shuttle and inter-arrival time of the loads coming to the system combined with four different policies. As it was mentioned above, this SBS/RS relatively new to the field and there is no such experiment shown on previous research and the study of dwell point policy for this SBS/RS could provide the direct comparison of each policy with different hardware specification; the capability of the system. The policy that achieves most efficient operation among the given environment is proposed and the usability of the system is discussed.

Construction of a High-efficiency Shuttle Vector Containing the Minimal Replication Origin of Bacillus thuringiensis

  • Kang Joong Nam;Kim Yang-Su;Wang Yong;Choi Heekyu;Li Ming Shun;Shin Sang Chul;Jin Byung Rae;Roh Jong Yul;Choi Jae Young;Je Yeon Ho
    • International Journal of Industrial Entomology and Biomaterials
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    • v.11 no.2
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    • pp.125-127
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    • 2005
  • In order to improve the transformation efficiency of the Bacillus thuringiensis (Bt)-Escherichia coli (E. coli) shuttle vector, pHT3101, we intended to minimize replication origin of Bt in pHT3101. For this, two modified shuttle vectors, pHT1K and pHT261, in which 2.9 kb of replication origin of Bt were shortened to 1 kb and 261 bp, respectively as previously reported. Whereas the pHT1K could efficiently transform Bt into the antibiotic resistant, no transformants were obtained with pHT261. Furthermore, pHT1K showed higher transformation efficiency compared to that of parent vector, pHT3101. Therefore, pHT1K might be a very useful Bt-E. coli shuttle vector carrying minimal replication origin of Bt.

Molecular Shuttle Memory System Based on Boron-Nitride Nanopeapod (질화붕소 나노피포드에 기반한 나노분자 메모리 시스템에 관한 연구)

  • Byun Ki Ryang;Kang Jeong Won;Choi Won Young;Hwang Ho Jung
    • Journal of the Korean Vacuum Society
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    • v.14 no.1
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    • pp.40-48
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    • 2005
  • Bucky shuttle memory systems were investigated by the classical molecular dynamics(MD) simulations. Energetics and operating response of the shuttle-memory-elements u?ere examined by MD simulations of the C/sub 60/ shuttle in the nanomemory systems under various external force fields. Single-nanopeapod type was consisting of three fullerenes encapsulated in (10, 10) boron-nitride nanotube and filled Cu electrode. Studied systems could be applied to nonvolatile memory. MD simulation results showed that the stable bit flops could be achieved from the external force fields of 0.1 eV/Å for single-nanopeapod type.

Effect of Design Parameters of Modulating Valve and Hydraulic Clutch on Shift Quality of a Power Shuttle Transmission (모듈레이팅 밸브 및 유압 클러치의 설계 변수가 전후진 파워시프트 변속기의 변속 품질에 미치는 영향)

  • 김경욱;정병학;박영준
    • Journal of Biosystems Engineering
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    • v.28 no.3
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    • pp.187-198
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    • 2003
  • This study was conducted to investigate the effect of design parameters of modulating valve and hydraulic clutch on the shift quality of a power shuttle transmission using a computer simulation. Computer simulation models of a hydraulic control system and a power shuttle drive train were developed and verified by an experimental power train in a laboratory. The software EASY5 was used for the modeling and simulation of the power shuttle transmission. Results of the study were summarized as follows: For a good shift quality. it is required to reduce the transient torque transmitted to the output shaft of the transmission as much as possible. This may be achieved by reducing the modulating time and clutch pressure. It was found that the design parameters most significantly affecting the modulating time and clutch pressure were the spring constant and displacement of a load piston of the modulating valve, and the spring constant and damping of the clutch piston. The modulating time decreased as the spring constant increased and increased as the displacement of the load piston decreased. The transient torque decreased as the modulating time increased. However their relationships were not always linear. As the damping decreased, both the modulating pressure and time decreased, which also resulted in a decrease in the transient torque. The spring constant of the clutch piston affected the modulating time and the peak transient torque. As the spring constant of the clutch increased, the peak transient torque decreased.

Improvement of a Sulfolobus-E. coli Shuttle Vector for Heterologous Gene Expression in Sulfolobus acidocaldarius

  • Hwang, Sungmin;Choi, Kyoung-Hwa;Yoon, Naeun;Cha, Jaeho
    • Journal of Microbiology and Biotechnology
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    • v.25 no.2
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    • pp.196-205
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    • 2015
  • A Sulfolobus-E. coli shuttle vector for an efficient expression of the target gene in S. acidocaldarius strain was constructed. The plasmid-based vector pSM21 and its derivative pSM21N were generated based on the pUC18 and Sulfolobus cryptic plasmid pRN1. They carried the S. solfataricus P2 pyrEF gene for the selection marker, a multiple cloning site (MCS) with C-terminal histidine tag, and a constitutive promoter of the S. acidocaldarius gdhA gene for strong expression of the target gene, as well as the pBR322 origin and ampicillin-resistant gene for E. coli propagation. The advantage of pSM21 over other Sulfolobus shuttle vectors is that it contains a MCS and a histidine tag for the simple and easy cloning of a target gene as well as one-step purification by histidine affinity chromatography. For successful expression of the foreign genes, two genes from archaeal origins (PH0193 and Ta0298) were cloned into pSM21N and the functional expression was examined by enzyme activity assay. The recombinant PH0193 was successfully expressed under the control of the gdhA promoter and purified from the cultures by His-tag affinity chromatography. The yield was approximately 1 mg of protein per liter of cultures. The enzyme activity measurements of PH0913 and Ta0298 revealed that both proteins were expressed as an active form in S. acidocaldarius. These results indicate that the pSM21N shuttle vector can be used for the functional expression of foreign archaeal genes that form insoluble aggregates in the E. coli system.

Analysis of Power Shuttle Characteristics of Agricultural Tractor (농업용 트랙터의 전후진 파워시프트 변속 특성 해석)

  • 김대철;이호상;정병학;김경욱
    • Journal of Biosystems Engineering
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    • v.27 no.6
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    • pp.479-490
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    • 2002
  • A dynamic model of a power shuttle transmission was developed and its validity was verified using the experimental data obtained from a transmission test bench. A 40㎾, 4WD tractor was also modeled using an application software EASY5 to investigate parameters and their effects on the power shifting performance. For a tractor model, the manual reverse gear was replaced by a power shuttle transmission. The tractor model also included an engine, main-gears for transmission, wheels, differentials and planet gears. Using the tractor model, the effects of the parameters such as modulating pressure and time, engine speed, tractor speed. tractor weight. reverse to forward speed ratio and torsional damper on the transient characteristics at starting and shuttle shifting were investigated by the computer simulation. The transient characteristics were represented by variations in clutch pressure, torque transmitted to input shaft and driving wheels, and power transmission capacity of the clutch. It was found that the modulating pressure and time affected most significantly the torque transmission and shifting time. The input torque, axle torque, power transmission capacity of the clutch and transmission time all increased with increase in engine speed, tractor speed. tractor weight and ratio of reverse to forward speeds. However, the axle torque decreased with tractor speed. Both the axle torque and power transmission capacity of the clutch also decreased with the ratio of reverse to forward speeds.

Routing and Collision Avoidance of Linear Motor based Transfer Systems using Online Dynamic Programming

  • Kim, Jeong-Tae;Cho, Hyun-Cheol;Lee, Kwon-Soon
    • Journal of Navigation and Port Research
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    • v.30 no.9
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    • pp.773-777
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    • 2006
  • Significant increase of container flows in the marine terminals requires more efficient port equipments such as logistic and transfer systems. This paper presents collision avoidance and routing approach based on dynamic programming (DP) algorithm for a linear motor based shuttle car which is considered as a new transfer system in the port terminals. Most of routing problems are focused on automatic guided vehicle (AGV) systems, but its solutions are hardly utilized for LM based shuttle cars since both are mechanically different. Our proposed DP is implemented for real-time searching of an optimal path for each shuttle car in the Agile port terminal located at California in USA.

A Study about Finding Optimal Path Using HAS Dynamic Programming (RAS Dynamic Programming을 이용한 최적 경로 탐색에 관한 연구)

  • Kim, Jeong-Tae;Cho, Hyun-Chul;Lee, Kwon-Soon
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2007.12a
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    • pp.226-227
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    • 2007
  • Significant increase of container flows in marine terminals requires more efficient automatic port systems. This paper presents a novel routing and collision avoidance algorithm of linear motor based shuttle cars using random access sequence dynamic programming (RAS DP). The proposed RAS DP is accomplished online for determining optimal paths for each shuttle car.

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