• Title/Summary/Keyword: 최적주행

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Correction of Traveling Error for a Mobile Robot Using a Genetic Algorithm (유전 알고리즘을 이용한 이동로봇의 주행 오차 보정)

  • 박병규;이기성
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1997.10a
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    • pp.283-286
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    • 1997
  • 일반적으로 직진 경로를 주행하는 이동로봇의 오차 보정을 위해서는 PI 제어기의 계수 보정이 필요하다. 본 논문에서는 직진 경로를 주행하는 이동로봇의 양쪽 바퀴에서 얻어진 엔코더의 값으로 측정하고, 측정되어진 엔코더의 값을 이용하여 방향과 움직임의 오차를 보정해주는 알고리즘을 PI제어기와 유전알고리즘을 사용하여 최적의 파라미터를 구할 수 있는 방법을 제안하였다.

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Modeling of the Optimal Operation Pattern for Energy Saving of The Trains (전동열차의 운행에너지 절감을 위한 최적 운행 패턴 모델링)

  • Kim, Jung-Hyun;Lee, Se-Hoon;Jun, Sang-Pyo
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.12
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    • pp.187-196
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    • 2014
  • In this paper, Minimize driving energy for operation within a defined distance yeokgan fixed time-resolved and determine the nature of the train is traveling, and to model mathematically. Urban rail car cruise in general by the PID controller is used instead of automatically tracking a target value while traveling in energy consumption to be minimized by using optimal control model railroad charyangreul was designed under real operating conditions the same. The actual track conditions apply to the minimum value or a separate listing of cars around the track facility without a driving energy of the automatic operation and to reduce the driving energy. Therefore, actual route chosen straight line 8 / gradient segment / curve for the measured data analysis, such as sections within the city-minute drive each section and presented how the trains to save energy, depending on the pattern of the train station in the region.

비디오 주행계의 안정성 향상을 위한 조립공차 선정에 관한 사례연구

  • Lee, Yeong-Hae;Kim, Jeong
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 1992.04b
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    • pp.615-624
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    • 1992
  • 비디오의 주행계의 안정성은 비디오 품질의 중요한 요소로서 이에 영향을 주는 인자들은 다양하며 여러 인자들이 복합적으로 작용하여 비디오 테이프의 주행상에 영향을 준다. 본 연구에서는 D전자회사의 비디오 주행경로의 변동을 최소화하기 위하여 어떠한 인자를 제어하는 것이 필요한지 주요 인자의 선정문제를 회귀분석을 이용하여 결정하는법, 선정된 인자의 최적수준 조합을 결정하는 문제를 해결하는 절차와 부품의 조립허용공차의 선정절차를 제시한다.

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The Road condition-based Braking Strength Calculation System for a fully autonomous driving vehicle (완전 자율주행을 위한 도로 상태 기반 제동 강도 계산 시스템)

  • Son, Su-Rak;Jeong, Yi-Na
    • Journal of Internet Computing and Services
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    • v.23 no.2
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    • pp.53-59
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    • 2022
  • After the 3rd level autonomous driving vehicle, the 4th and 5th level of autonomous driving technology is trying to maintain the optimal condition of the passengers as well as the perfect driving of the vehicle. However current autonomous driving technology is too dependent on visual information such as LiDAR and front camera, so it is difficult to fully autonomously drive on roads other than designated roads. Therefore this paper proposes a Braking Strength Calculation System (BSCS), in which a vehicle classifies road conditions using data other than visual information and calculates optimal braking strength according to road conditions and driving conditions. The BSCS consists of RCDM (Road Condition Definition Module), which classifies road conditions based on KNN algorithm, and BSCM (Braking Strength Calculation Module), which calculates optimal braking strength while driving based on current driving conditions and road conditions. As a result of the experiment in this paper, it was possible to find the most suitable number of Ks for the KNN algorithm, and it was proved that the RCDM proposed in this paper is more accurate than the unsupervised K-means algorithm. By using not only visual information but also vibration data applied to the suspension, the BSCS of the paper can make the braking of autonomous vehicles smoother in various environments where visual information is limited.

A Study on Optimal Horizontal Alignment Design for PRT Vehicle (PRT 주행선로 최적평면선형 설계에 관한 연구)

  • Um, Ju-Hwan;Kim, Baek-Hyun;Jeong, Rag-Gyo;Kang, Seok-Won;Byun, Yeun-Sub
    • Journal of Digital Convergence
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    • v.12 no.10
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    • pp.283-289
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    • 2014
  • Personal rapid transit(PRT) systems have been highlighted in future transportation developments as a result of their potential as sustainable and eco-friendly transport solutions that provide demand-responsive mobility services. One of the most important characteristics of the personal rapid transit system(PRT) is that it can be constructed and operated at a low cost. A fundamental study on the alignment of the PRT guideway considering running stability was conducted in the present study. In addition, a parameter analysis of the major alignment design variables such as curve radius, transition curve length and cant was performed by vehicle dynamic analysis and optimum guideway alignments were proposed. The analysis results suggested that the theoretical values were satisfied and also confirmed the possibility of reducing the standard.

An Optimal Route Algorithm for Automated Vehicle in Monitoring Road Infrastructure (도로 인프라 모니터링을 위한 자율주행 차량 최적경로 알고리즘)

  • Kyuok Kim;SunA Cho
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.22 no.1
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    • pp.265-275
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    • 2023
  • The purpose of this paper is to devise an optimal route allocation algorithm for automated vehicle(AV) in monitoring quality of road infrastructure to support the road safety. The tasks of an AV in this paper include visiting node-links at least once during its operation and checking status of road infrastructure, and coming back to its depot.. In selecting optimal route, its priority goal is visiting the node-links with higher risks while reducing costs caused by operation. To deal with the problem, authors devised reward maximizing algorithm for AVs. To check its validity, the authors developed simple toy network that mimic node-link networks and assigned costs and rewards for each node-link. With the toy network, the reward maximizing algorithm worked well as it visited the node-link with higher risks earlier then chinese postman route algorithm (Eiselt, Gendreau, Laporte, 1995). For further research, the reward maximizing algorithm should be tested its validity in a more complex network that mimic the real-life.

Optimal Design of a Mobile Robot Based upon Mobility (이동로보트의 주행특성을 고려한 최적설계)

  • Jin, Tae-Seok;Lee, Jang-Myung
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.38 no.6
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    • pp.9-21
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    • 2001
  • This paper defines the mobility and rotatability, and a desired mobility and rotatability that can be achieved by adjusting the distance between two wheels of a mobile robot dynamically. The radii of wheels are assumed to be constant in this paper. If a mobile robot has a fixed axis connecting the two wheels, it may not be able to avoid a sudden obstacle because of the constraint of mobility and rotatability. The focus of this paper is on the instant rotatability with high and stable mobility. That is, by dynamically changing the distance between the two wheels, the mobile robot could get the high rotatability instantly and high mobility with high stability. Supposed that the mobility and rotatability that are defined in this paper are supplied to the design of a mobile robot, it will suggest a theoretical basis on the optimal design of the mobile robot with a given route condition and its states. The experimental data support the validity of the aforementioned mobility and rotatability.

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A Methodology on System Implementation for Road Monitoring and Management Based on Automated Driving Hazard Levels (위험도 기반 도로 모니터링 및 관리 시스템 구축 방안)

  • Kyuok Kim;Sang Soo Lee;SunA Cho
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.21 no.6
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    • pp.299-310
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    • 2022
  • The ability of an automated driving system is based on vehicle sensors, judgment and control algorithms, etc. The safety of automated driving system is highly related to the operational status of the road network and compliant road infrastructure. The safe operation of automated driving necessitates continuous monitoring to determine if the road and traffic conditions are suitable and safe. This paper presents a node and link system to build a road monitoring system by considering the ODD(Operational Design Domain) characteristics. Considering scalability, the design is based on the existing ITS standard node-link system, and a method for expressing the monitoring target as a node and a link is presented. We further present a technique to classify and manage hazard risk into five levels, and a method to utilize node and link information when searching for and controlling the optimal route. Furthermore, we introduce an example of system implementation based on the proposed node and link system for Sejong City.

자율운항 선박 도입에 따른 수로정보 대응 방안

  • 송현호;김이지;오세웅;이주영
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2022.06a
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    • pp.299-300
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    • 2022
  • 4차 산업혁명으로 자율화·지능화됨에 따라 육·해상의 교통수단에 ICT 기술을 활용한 자율운행차 자율운항선박 등 신기술 및 서비스 개발이 점차 확대되고 있다. 본 연구에서는 해상분야의 자율운항선박 자율주행에 필요한 기술 도출을 위한 방법으로 육상분야의 자율주행차량의 핵심기술인 센서기술과 AI기술에 대해 알아보고 비교 분석하고자 한다. 자율주행차 주행을 위한 기술개발은 센서와 정밀도로정보(지도) 2트랙으로 개발이 진행되고 있으나, 최근 센서 오류 등으로 인한 사고발생이 잦아 정밀도로정보(지도) 중요성이 증가하고 있어 정밀도로 정보 구축을 서두르고 있다. 반면 자율운항선박의 경우 충돌회피 기술, 최적항로 개발, 정보보안 등 기술개발이 이루어지고 있으나 AI용 수로정보에 한 대비는 진행되고 있지 않고 있다. 따라서, 자율운항선박의 안전한 자율주행을 위한 방법으로 AI 알고리즘 연산과정에서 기계적으로 이용 가능하고 목적에 적합한 수로정보 구축이 필요하며 우리나라 선박의 안전운항을 위해 국가차원에서 수로정보 수집 및 생산을 담당해야 하므로 국가에서 주도하에 연구개발이 진행되어야 할 것이다.

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Design and Implementation of Vehicle Traffic Simulation System (차량 트래픽 시뮬레이션 시스템의 설계 및 구현)

  • 노기석;조형제
    • Proceedings of the Korea Multimedia Society Conference
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    • 2002.11b
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    • pp.470-473
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    • 2002
  • 기존 차량 트래픽 시스템 관련 연구들은 신호등체계 보다 차선변경을 중요시하고, 차량의 목적지 없이 랜덤으로 주행함으로 사실성이 저하된다. 본 논문에서는 차량 트래픽의 사실성을 높이기 위해 신호등체계를 도입하고 출발지와 목적지 등을 부여한다. 또한 출발지점과 목적지점의 차량 트래픽률을 제어하고, 출발지점에서 목적지점까지의 최적경로를 찾아 주행하는 방법에 대해 설계하고 구현한다.

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