• 제목/요약/키워드: maritime network

검색결과 713건 처리시간 0.022초

유전 알고리즘을 이용한 비선형 시스템의 최적 신경 회로망 구조에 관한 연구 (A Study on Optimal Neural Network Structure of Nonlinear System using Genetic Algorithm)

  • 김홍복;김정근;김민정;황승욱
    • 한국항해항만학회지
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    • 제28권3호
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    • pp.221-225
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    • 2004
  • 본 논문은 신경 회로망과 유전 알고리즘을 이용한 비선형 시스템 모델링을 다룬다. 비선형 함수의 근사성 때문에 시스템을 식별하고 제어하기 위해서 신경 회로망을 응용한 연구가 실제로 많이 이루어지고 있다. 빠른 응답시간과 최소의 오차를 위해서는 최적구조 신경 회로망을 설계하는 것이 중요하다. 유선 알고리즘은 최근에 단순성과 견고성 때문에 점점 많이 이용되는 추세이다. 따라서 본 논문에서는 유선알고리즘을 이용하여 신경회로망을 최적화한다. 오차와 응답시간을 최소화하는 신경 회로망 구조를 위해서 유전알고리즘의 유전자로 이진 코딩하여 최적 신경회로망을 탐색하고자 한다. 시뮬레이션을 통해서, 최적 신경회로망 구조가 비선형 시스템 식별에 효과적인 것을 입증하고자 한다.

Marine Incidents Management and Information Exchange Technologies in the Process of Safe Ship Operation

  • Oleksiy, Melnyk;Yana, Volianska;Oleg, Onishchenko;Svitlana, Onyshchenko;Alla, Bondar;Andrii, Golovan;Nataliia, Cheredarchuk;Iryna, Honcharuk;Tetyana, Obnyavko
    • International Journal of Computer Science & Network Security
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    • 제23권1호
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    • pp.64-70
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    • 2023
  • Maritime transport is dominant in the overall volume of all international transportation. Existence and overcoming of problems, which cause pressure on shipping safety, remain actual and fully concern both maritime and inland transport. Increasing speed and cargo capacity of the ships along with the reduction of crew members lead to the automation of a growing number of work processes, which indicates the need to actively introduce appropriate measures in the security system of sea-going ships and commercial ports and to develop modern approaches to minimize negative events and incidents in the process of ship operation. Advantages in use of modern methods of monitoring the safety of ship operations, management of possible events and incidents, including investigation of accidents, first, aimed at prevention of negative occurrences and ways of prevention on this basis. Considering statistics on incidents increase, this work presents analysis of general ship accident rate, study of major accidental events growth annually, and investigation of causes of incidents, which most frequently occur in port waters and at open sea. A survey of current approaches to ensuring the safety of shipping by implementing effective tools, such as event and incident management, has been conducted.

이동 다중 홉 무선망 모델에 기반한 해양통신망을 위한 경로배정 보안 연구 (A Study on Secure Routing for a Maritime Network Based on Mobile Multi-hop Wireless Networks)

  • 문성미;손주영
    • Journal of Advanced Marine Engineering and Technology
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    • 제33권1호
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    • pp.120-130
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    • 2009
  • In recent years, many mobile wireless communication devices and applications have been deployed on the planet. The mobile multi-hop wireless network models appeared to provide means to access to networks where few infrastructure exists. However, the mobile multi-hop wireless networks have weaker points in attacks and intrusions than the wired and one-hop wireless networks. In this paper, the secure routing issues in most mobile multi-hop wireless network models are surveyed in depth. The state-of-the-art technologies and research activities are explained. Finally, the issues and technologies for the secure routing specific to a maritime network model are sufficiently discussed as conclusions.

퍼지-뉴로를 이용한 화주의 항만선택 행동 분석 (An Analysis on an Action about Port Choice of Shipper using Fuzzy-Neural Network)

  • 장운재;금종수
    • 한국항해항만학회지
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    • 제31권8호
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    • pp.725-731
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    • 2007
  • 본 연구의 목적은 인접한 2항만 간 화주의 항만선택에 관한 행동을 분석하기 위한 것이다. 이를 위해 본 연구에서는 퍼지추론법과 뉴럴네트웍 모델을 이용하여 항만선택 행동모델, 즉 퍼지-뉴로 행동모델을 구축하고 부산항과 광양항을 대상으로 화주의 항만선택 행동을 분석하였다. 또한 로짓모델과 비교하여 퍼지-뉴로 모델의 판별 우수성을 검정하였고, 서비스 수준과 화물량 등의 파라미터를 변경한 항만선택 행동을 분석하였다.

Performance Analysis of Local Network PPP-RTK using GPS Measurements in Korea

  • Jeon, TaeHyeong;Park, Sang Hyun;Park, Sul Gee
    • Journal of Positioning, Navigation, and Timing
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    • 제11권4호
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    • pp.263-268
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    • 2022
  • Precise Point Positioning-Real Time Kinematic (PPP-RTK) is a high accuracy positioning method that combines RTK and PPP to overcome the limitations on service coverage of RTK and convergence time of PPP. PPP-RTK provides correction data in the form of State Space Representation (SSR), unlike RTK, which provides measurement-based Observation Space Representation (OSR). Due to this, PPP-RTK has an advantage that it can transmit less data than RTK. So, recently, several techniques for PPP-RTK have been proposed. However, in order to utilize PPP-RTK techniques, performance analysis of these in a real environment is essential. In this paper, we implement the local network PPP-RTK and analyze the positioning performance according to the distance within 100 km from the reference station in Korea. As results of experiment, the horizontal and vertical 95% errors of local network PPP-RTK were 6.25 cm and 5.86 cm or less, respectively.

A Study on the Revitalization of Intermodal Transport for Increasing Intra-trade at North-east Asia

  • Kim, Sung-Soo;Jeon, Chan-Yong;Kim, Tae-Won;Kwak, Kyu-Seok;Nam, Ki-Chan
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2006년도 International Symposium on GPS/GNSS Vol.1
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    • pp.471-475
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    • 2006
  • For years, Korea, China and Japan have been continuously increasing intra-trade. In addition, by concluding FTA (Free Trade Agreement) among Korea, Japan and China, the trade capacity will be increased. In this way, the increasing trade capacity will induce to change north-east Asian economy. This paper researches which method is more economical and efficient in the aspect of the transportation time and distance, after comparing the existing marine transportation network with new intermodal transportation network considering TKR.

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가스절연개폐기에서 용량성 전압프로브를 이용한 부분방전 측정 (Partial Discharge Measurement by a Capacitive Voltage Probe in a Gas Insulated Switch)

  • 최수연;박찬용;박대원;김일권;길경석
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2007년도 추계학술대회 논문집
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    • pp.476-477
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    • 2007
  • This paper described the partial discharge (PD) measurement techniques for diagnosing gas-insulated switches in overhead power distribution system. A capacitive voltage probe to detect PD pulse was designed and fixed on the surface of a bushing. We also designed a coupling network to attenuate AC voltage by 270 dB, and a low-noise amplifier having the gain of 40 dB and 500 kHz~20 MHz 3 dB. From the calibration, it was calculated that the sensitivity of the measurement system was 0.94mV/pC. In the application experiment, we could measure a PD pulse of 45 pC.

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해양환경 모니터링을 위한 순환 신경망 기반의 돌고래 클릭 신호 분류 알고리즘 개발 (Development of Dolphin Click Signal Classification Algorithm Based on Recurrent Neural Network for Marine Environment Monitoring)

  • 정서제;정우근;신성렬;김동현;김재수;변기훈;이다운
    • 지구물리와물리탐사
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    • 제26권3호
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    • pp.126-137
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    • 2023
  • 본 연구에서는 해양 모니터링 중에 기록된 돌고래 클릭 신호를 분류하기 위해 순환 신경망(RNN)을 적용하는 방법을 검토했다. 클릭 신호 분류의 정확도를 높이기 위해 단일 시계열 자료를 분수 푸리에 변환을 사용하여 분수 영역으로 변환하여 특징을 확장했으며, 분류를 위한 최적의 네트워크를 결정하기 위해 세 가지 순환 신경망 모델(LSTM, GRU, BiLSTM)을 비교 분석하였다. 순환 신경망 모델의 입력 자료로써 이용된 분수 영역 자료의 경우, 분수 푸리에 변환 시 회전 각도에 따라 다른 특성을 가지므로, 각 네트워크 모델에 따라 우수한 성능을 가지는 회전 각도 범위를 분석했다. 이때 네트워크 성능 분석을 위해 정확도, 정밀도, 재현율, F1-점수와 같은 성능 평가 지표를 도입했다. 수치실험 결과, 세 가지 네트워크 모두 높은 성능을 보였으며, BiLSTM 네트워크가 LSTM, GRU에 비해 뛰어난 학습 결과를 제공했다. 마지막으로, 현장 자료 적용 가능성 측면에서 BiLSTM 네트워크가 다른 네트워크에 비해 낮은 오탐지 결과를 제공하였다.

컨테이너물동량 예측에 있어 유전알고리즘을 이용한 인공신경망 적용에 관한 연구 (A Study on Application of Neural Network using Genetic Algorithm in Container Traffic Prediction)

  • 신창훈;박수남;정동훈;정수현
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2009년도 추계학술대회
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    • pp.187-188
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    • 2009
  • 본 연구에서는 비선형예측기법으로서 현재 많은 관심을 받고 있는 인공신경망을 사용하여 컨테이너 물동량 예측을 수행하여 ARIMA모형과 비교하였다. 인공신경망의 예측성과에 많은 영향을 주는 네트워크 구조설계에 있어 기존의 선행연구들은 경험에 바탕을 둔 방법론을 사용하였다. 하지만 본 연구에서 그 대안으로 구조설계 문제에 있어 방대하며 복잡한 탐색공간에서 효과적으로 알려진 유전알고리즘을 사용하였다.

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Ancient Seaports on the Western Coast of India: The Hub of the Maritime Silk Route Network

  • DAYALAN, DURAISWAMY
    • Acta Via Serica
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    • 제3권2호
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    • pp.49-72
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    • 2018
  • The extensive maritime trade network between the Harappan and Mesopotamian civilizations as early as the $3^{rd}$ millennium BCE is a testimony to the long maritime trade history of India. From the dawn of the historical epoch, the maritime trade network of India expanded extensively. The findings of a large number of coins, pottery, amphorae and other materials from Italy and various other European countries, west Asia, China, Korea, Africa, the Arabian Peninsula, Sri Lanka, Southeast Asia and Far-East countries in India, particularly in the coastal regions, are a testimony to the dynamic maritime trade of India with other countries in the early period. Similarly, pottery, sculptures, inscriptions and other materials of Indian origin are also found in those countries. The depiction of different types of ships on the coins, paintings, sculptures, seals and sealing, exhibit the variety of vessels used for navigation and other purposes in the early period. The over 7500 km-long coastline of India is well known for its seaports located at river mouths or outlets to the sea. The Periplus Maris Erythraei, Ptolemy, and Indian literary sources mention many seaports on the western coast of India. Interestingly, archaeological investigations in many of these port towns have yielded material evidence exhibiting their dominant role in transoceanic trade and commerce with many countries in the early period. This paper discusses in detail all the major ancient seaports on the western coast of India and their maritime trade activities. At the outset, the paper briefly deals with the Harappan's maritime network, their seaports and the type of ships of that period. Following this, the maritime trade network of India during the historical period with various countries in the east and west, the traces of Indian influence and materials abroad and foreign materials found in India, the products exported from India, the trade winds and navigational devices and the depiction of ships on the coins, paintings, and sculptures of the period are discussed in detail. After briefly highlighting the coastline of India and its favourable nature for safe anchorage of ships and the strategic position of the seaports of western India, an extensive account of the major ancient seaports of western India like Barygaza, Ashtacampra, Gundigar, Kammoni, Khambhat, Bardaxema, Suparaka, Calliena, Semylla, Sanjan, Naura, Tyndis, Muziris, Nelcynda and other seaports, and their maritime trade activities are given based on archaeological excavations and explorations, literature, epigraphy, foreign accounts, and numismatic evidence.