• 제목/요약/키워드: Long-line method

검색결과 510건 처리시간 0.025초

Performance Comparison of Machine Learning Algorithms for Received Signal Strength-Based Indoor LOS/NLOS Classification of LTE Signals

  • Lee, Halim;Seo, Jiwon
    • Journal of Positioning, Navigation, and Timing
    • /
    • 제11권4호
    • /
    • pp.361-368
    • /
    • 2022
  • An indoor navigation system that utilizes long-term evolution (LTE) signals has the benefit of no additional infrastructure installation expenses and low base station database management costs. Among the LTE signal measurements, received signal strength (RSS) is particularly appealing because it can be easily obtained with mobile devices. Propagation channel models can be used to estimate the position of mobile devices with RSS. However, conventional channel models have a shortcoming in that they do not discriminate between line-of-sight (LOS) and non-line-of-sight (NLOS) conditions of the received signal. Accordingly, a previous study has suggested separated LOS and NLOS channel models. However, a method for determining LOS and NLOS conditions was not devised. In this study, a machine learning-based LOS/NLOS classification method using RSS measurements is developed. We suggest several machine-learning features and evaluate various machine-learning algorithms. As an indoor experimental result, up to 87.5% classification accuracy was achieved with an ensemble algorithm. Furthermore, the range estimation accuracy with an average error of 13.54 m was demonstrated, which is a 25.3% improvement over the conventional channel model.

A data-driven method for the reliability analysis of a transmission line under wind loads

  • Xing Fu;Wen-Long Du;Gang Li;Zhi-Qian Dong;Hong-Nan Li
    • Steel and Composite Structures
    • /
    • 제52권4호
    • /
    • pp.461-473
    • /
    • 2024
  • This study focuses on the reliability of a transmission line under wind excitation and evaluates the failure probability using explicit data resources. The data-driven framework for calculating the failure probability of a transmission line subjected to wind loading is presented, and a probabilistic method for estimating the yearly extreme wind speeds in each wind direction is provided to compensate for the incompleteness of meteorological data. Meteorological data from the Xuwen National Weather Station are used to analyze the distribution characteristics of wind speed and wind direction, fitted with the generalized extreme value distribution. Then, the most vulnerable tower is identified to obtain the fragility curves in all wind directions based on uncertainty analysis. Finally, the failure probabilities are calculated based on the presented method. The simulation results reveal that the failure probability of the employed tower increases over time and that the joint probability distribution of the wind speed and wind direction must be considered to avoid overestimating the failure probability. Additionally, the mixed wind climates (synoptic wind and typhoon) have great influence on the estimation of structural failure probability and should be considered.

철도 전차선의 보조전원을 위한 전력선 커플러 연구 (Study on Power Line Coupler for Auxiliary Power to Overhead Line)

  • 이건복;이경표;김명룡;이수길;창상훈
    • 한국전자파학회논문지
    • /
    • 제29권7호
    • /
    • pp.566-569
    • /
    • 2018
  • 철도 전차선 구조에 고주파 전력을 인가할 수 있는 전력선 커플러에 대해 분석하였다. 전차선 구조는 고압의 환경에서 보조전원을 공급하기가 어렵고, 먼 거리까지 전력을 전달하는 방법이 필요하다. 이를 위해 코어를 사용하지 않는 로고스키 코일에 공진을 활용하는 방법을 제안하였다. 조가선, 전차선, 드로퍼로 구성된 간이 전차선 구조를 제작하였고, 여러 사이즈의 커플러를 제작하여 조가선에 연결한 다음 일정 거리만큼 떨어진 두 커플러의 전달 특성을 비교하였다. 가장 성능이 좋은 커플러에 매칭 회로를 적용하여 측정한 결과, 2.5 m 거리에서 53 %의 전달 효율을 나타내었다. 제안하는 방법은 전차선과 같은 특수한 구조물에서 기존의 도선을 활용하여 보조전원을 인가할 수 있음을 보여준다.

초고압 피뢰기용 ZnO 소자의 장시간 방전내량 특성 평가 (Evaluation of Long Duration Current Impulse Withstand Characteristics of ZnO Blocks for High Voltage Surge Arresters)

  • 조한구;윤한수;김석수
    • 한국전기전자재료학회논문지
    • /
    • 제19권4호
    • /
    • pp.398-403
    • /
    • 2006
  • This paper describes the evaluation of the long duration current impulse withstand characteristics of ZnO blocks for high voltage surge arresters. Four ZnO varistors were manufactured with the general ceramic production method and the long duration current impulse withstand test, electrical uniformity evaluation test and microstructure observation were performed. All varistors exhibited high density, which was in the range of $5.42{\sim}5.46g/cm^3$. In the electrical properties, the reference voltage of samples was in the range of $5.11{\sim}5.25\;kV$ and the residual voltage was in the range of $8.314{\sim}8.523\;kV$. In the long duration current impulse withstand test, sample No.2 and No.3 failed at the 2nd and 4th shot of series impulse currents, respectively, but the rest survived 18 shots during the test. Before and after this test, the variation ratio of the residual voltage of samples survived was below 0.5 %, which was in the acceptance range of 5 %. According to the results of the test, it is thought that if the soldering method is improved, ZnO varistors would be possible to apply to the high voltage arresters like the station class and transmission line arresters in the near future.

장거리 공중-지상 영상정보용 데이터링크의 수신 안테나 최적 고각 제어 방법 (Optimum Elevation Angle Control of the Receiving Antenna for the Long Distance Air-Ground Common Data Link)

  • 류영재;안재민
    • 한국통신학회논문지
    • /
    • 제41권11호
    • /
    • pp.1528-1538
    • /
    • 2016
  • 영상정보용 데이터링크는 장거리의 공중-지상 환경에서 영상과 신호정보를 전송하도록 설계된 통신 시스템이다. 본 논문은 장거리 공중-지상 채널환경의 신호 분석에 적합한 곡면지구 2-Ray 모델을 사용하여 영상정보용 데이터 링크의 통신거리에 따른 수신전력 변화 폭을 분석하고 지면 반사파에 의한 수신전력의 변화폭을 경감할 수 있는 수신 안테나의 최적 고각 제어방법을 제안한다. 제안된 방법은 추가적인 하드웨어 성능 향상 없이도 기존의 고각 제어 방법에 비하여 추가적인 링크마진을 확보할 수 있다.

송전선로의 고장점 검출방법에 관한 연구 (A Study on the Fault Location Algorithms on Transmission Line)

  • 송명곤;오용택
    • 조명전기설비학회논문지
    • /
    • 제28권4호
    • /
    • pp.36-41
    • /
    • 2014
  • Most faults that occur on transmission lines are caused by extreme weather with lightning storms in the distance. These are not only prolongs the time of removing and recovering, but also increases economical damages. If faults can be precisely located, maintenance crews can reach them quickly, and remove the faults in time. So, the precise locating of the faulted point on a transmission line is very important to improve the system reliability, and decreases economic damages as an inherent consequence of long term outages. Also, fault location methods are becoming of much importance for utilities and research. In this paper, two single-terminal impedance-based fault location techniques will be investigated to show the reliability and evaluated the performance of reactance and Takagi method by using MATHCAD program simulations.

The Design and Implementation of Electromotion Curtain System using PLC and CDM Controller

  • Choo, Yeon-Gyu;Kang, Sung-Soo;Kim, Bong-Gi
    • Journal of information and communication convergence engineering
    • /
    • 제8권4호
    • /
    • pp.443-448
    • /
    • 2010
  • The electrical curtain is an electronic product which is most suitable for the sphere of intelligent home network. It provides the basic feature of intelligent home network such as the followings; various functions, powerful control. It also becomes the ideal technology with inexpensive power-line protocol, energy saving and solar power generation. Generally it is a suitable motor for BLDC to move the electrical curtain, because it provides the maintenance without difficulty, long-lived use with good efficiency. On this paper, we proposed the BLDC motor controller designed by CDM(Coefficient Diagram Method) and evaluated its performance with a simulation of the plant, designed the electrical curtain using BLDC motor and powe-line protocol.

BLDC 모터를 이용한 전동커튼시스템 설계 및 구현 (The Design and Implementation of Electromotion Curtain System using BLDC Motor)

  • 추연규;김봉기
    • 한국정보통신학회:학술대회논문집
    • /
    • 한국해양정보통신학회 2009년도 춘계학술대회
    • /
    • pp.763-766
    • /
    • 2009
  • The electrical curtain is an electronic product which is most suitable for the sphere of intelligent home network. It provides the basic feature of intelligent home network such as the followings; various functions, powerful control. It also becomes the ideal technology with inexpensive power-line protocol, energy saving and solar power generation. Generally it is a suitable motor for BLDC to move the electrical curtain, because it provides the maintenance without difficulty, long-lived use with good efficiency. On this paper, we proposed the BLDC motor controller desinged by CDM(Coefficient Diagram Method) and evaluated its performance with a simulation of the plant, designed the electrical curtain using BLDC motor and powe-line protocol.

  • PDF

Numerical Simulation of Directional Spreading Characteristics in a Snake Type Wave Generator considering Side Wall Reflection

  • Lee, Jin-Ho;Hirayama, Tsugukiyo
    • Journal of Ship and Ocean Technology
    • /
    • 제4권1호
    • /
    • pp.28-36
    • /
    • 2000
  • Numerical simulation based on the superposition of ring waves generated by the linear periodic source distributions for the plunger type wave maker was accomplished. The characteristics of directional spreading function were investigated. Mirror images are also introduced to consider reflections of side-wall together with the reflection coefficient to account for the imperfect reflection from the real side wall in the long experimental towing tank. Unexpected spurious waves, resulting from the combined effect of finite breadth of segmented wave maker, wavelength and main wave maker, wavelength and main wave propagating direction, were observed in the line source method and also in the analysis of the directivity. The influence of spurious waves to the directional spreading function was also investigated.

  • PDF

초고압 지중 케이블 시스템에 대한 편단접지시의 보호대책 (A Protection Method with single-bonding system in EHV Underground Transmission Line)

  • 김장원;강덕환;박근룡;김영범
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 1998년도 하계학술대회 논문집 E
    • /
    • pp.1620-1622
    • /
    • 1998
  • The failure occurs in the system of the underground transmission line, the time of restoration is very long, the damage from stopping power supply is very serious and the cost of restoration is very great. because of these problems, the system and equipment must be protected from every electrical failure by installing protection unit. This study is summarized and compared the effects of configuration method of cable protection device with respect to surges in EHV (Extra High Voltage) underground transmission system.

  • PDF