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IOT Monitoring System for Ship Operation Management Based on YOLOv3 Algorithm

Jing Chen
2022 Journal of Control Science and Engineering  
System maintenance was completed, solving the problem of care and identifying the vessels in the water important for care.  ...  Add a penalty for fixing the boat to different parts of the system together.  ...  Shipping Research Collaborative Innovation Base" in 2020.  ... 
doi:10.1155/2022/2408550 doaj:d8d97d81612447639be2d89a72e4642b fatcat:f5bmpti5vbhafghjqw4jgubbte

Research on Digital Twin Construction and Safety Management Application of Inland Waterway Based on 3D Video Fusion (July 2021)

Zhaohui Wu, Changxing Ren, Xiaobo Wu, Liang Wang, Lin Zhu, Ziyi Lv
2021 IEEE Access  
The shipping information service system (DoRIS) [7] in Austria is used for shipping management, ship lock scheduling, ship navigation and water safety supervision.  ...  In 2006, the European Union fully implemented the European Inland Waterway Shipping Integrated Service System (RIS) [5] and formulated technical standards for transnational shipping data information  ... 
doi:10.1109/access.2021.3101653 fatcat:pazygucapng55ggdoo2zreekmq

Study on the Construction of Dynamic Monitoring System of Inland Shipping Market Operation in the Yangtze River

Chang LIU
2018 DEStech Transactions on Economics Business and Management  
The study is expected to enhance the information supervision management for inland shipping market in the Yangtze River, improve industrial information service and decision-making by the government, and  ...  Without a dynamic monitoring and evaluation system for shipping market, a large quantity statistics data lacks in-depth analysis and guidance on market information becomes insufficient.  ...  Tracking and evaluation method studies on supply-demand balance in shipping market will strengthen the role of market information and policy guidance, optimizing resource allocation, preventing from large-wide  ... 
doi:10.12783/dtem/icmed2017/19339 fatcat:3oy7pblqirdstb463dkhqksjka

Study on the Construction of Dynamic Monitoring System of Inland Shipping Market Operation in the Yangtze River

Chang LIU
2018 DEStech Transactions on Environment Energy and Earth Science  
The study is expected to enhance the information supervision management for inland shipping market in the Yangtze River, improve industrial information service and decision-making by the government, and  ...  Without a dynamic monitoring and evaluation system for shipping market, a large quantity statistics data lacks in-depth analysis and guidance on market information becomes insufficient.  ...  Tracking and evaluation method studies on supply-demand balance in shipping market will strengthen the role of market information and policy guidance, optimizing resource allocation, preventing from large-wide  ... 
doi:10.12783/dteees/2017/19788 fatcat:pqz3j4mdubfldjmyl5kks2oiz4

Real-Time Inland CCTV Ship Tracking

Lei Xiao, Minghai Xu, Zhongyi Hu
2018 Mathematical Problems in Engineering  
However, there are two major drawbacks of predator algorithm when applied to inland CCTV (closed-circuit television) ship tracking.  ...  The predator algorithm is a representative pioneering work that achieves state-of-the-art performance on several popular visual tracking benchmarks and with great success when commercially applied to real-time  ...  LZ15F030002 and LY16F020022).  ... 
doi:10.1155/2018/1205210 fatcat:4kzi44ywl5h4tgfl327yyrwibq

The BICS — Advanced Method of the Electronic Ship Reporting for the RIS Centre

Andrzej Lisaj, Andrzej Smacki, Janusz Uriasz
2017 Annual of Navigation  
The new standard of electronic reporting of ships was shown — system Barge Information and Communication System (BICS).  ...  The article presents principles of transmission and processing of the data in electronic reporting of river ships used in inland navigation.  ...  An example of information system applied for inland waterway shipping is a Dutch BICS system.  ... 
doi:10.1515/aon-2017-0017 fatcat:nxlqengoevcepntayle6h7nn5y

Thousand Ships and Thousands of Faces—Research on Navigation Evaluation Software of Curved Channel

Zhuohao Guo, Weijun Wang, Wanzheng Ai
2019 DEStech Transactions on Engineering and Technology Research  
The curved channel is the most common channel form in inland rivers. But limited by the circulation and wind of the bend, it is more difficult for ships to navigate accurately.  ...  So, the ship needs a standard operation when operating in the corners. So, the ship needs a standard operation when operating in the corners.  ...  In a sense, the electronic chart system is an integral part or an aspect of the geographic information system.  ... 
doi:10.12783/dtetr/icaen201/29036 fatcat:cl4ef3bjfbgvtdu45eqv6l57ue

DESIGN OPTIMAL CONTROL OF SHIP MANEUVER PATTERNS FOR COLLISION AVOIDANCE: A REVIEW

Chia-Hung Shih, Po-Hsuan Huang, Saburo Yamamura, Chen-Yuan Chen
2012 Journal of Marine Science and Technology  
Convenient navigation systems for ship maneuvering should allow quick avoidance of obstacle to find the shortest distance in the whole seaway is important.  ...  This study proposes a review model that will satisfy optimal turning maneuvering anywhere and be applicable to any type of ship.  ...  In practice, the captain should track the ship route and consider this when calculating the required turning rate. This is reference input for the inland ship autopilot serves [85] .  ... 
doi:10.51400/2709-6998.1829 fatcat:pzymya7e55hw3be2kotq6gt6pm

Issues of building an intelligent water transport management system

Artem Butsanets, Evgeniy Ol'Khovik, Vladimir Karetnikov, Victor Senchenko, V.V. Maksarov, V.V. Gabov, N.V. Martyushev
2021 E3S Web of Conferences  
, which will serve as the basis for the development of software for the geographical information system.  ...  However, for the construction of the geographical information system and data processing, the authors justified the proposal to build the concept, methodological foundations, mathematical models and scenarios  ...  of geographical information systems and develop an assessment of the effectiveness of the proposed system.  ... 
doi:10.1051/e3sconf/202132600029 fatcat:kd6bjns7nzhmfnwp2vvbtmd7wy

Use of ITS Technologies for Multimodal Transport Operations – River Information Services (RIS) Transport Logistics Services

Gerhard Schilk, Lukas Seemann
2012 Procedia - Social and Behavioral Sciences  
Interoperable and interconnected solutions for the next generation of multimodal transport management and information systems are the ultimate objectives of both the European transport logistics operators  ...  In the field of Inland Navigation River Information Services (RIS) is the corresponding Intelligent Transport System (ITS) primarily addressing administrative services.  ...  RIS Transport Logistics Services (RIS TLS) being developed In the late 1990s, several countries worked on information systems for inland shipping.  ... 
doi:10.1016/j.sbspro.2012.06.1040 fatcat:a4pzqcjvenarnk5qsm4fhb7qke

Ship Detection and Tracking in Inland Waterways Using Improved YOLOv3 and Deep SORT

Yang Jie, LilianAsimwe Leonidas, Farhan Mumtaz, Munsif Ali
2021 Symmetry  
Ship detection and tracking is an important task in video surveillance in inland waterways. However, ships in inland navigation are faced with accidents such as collisions.  ...  For collision avoidance, we should strengthen the monitoring of navigation and the robustness of the entire system.  ...  on new technologies for ship detection and tracking in inland waterways.  ... 
doi:10.3390/sym13020308 fatcat:z6wcp5ljpfbv5dbv5z6qgehexm

A Novel Fitting Model for Practical AIS Abnormal Data Repair in Inland River

Wei He, Xinlong Liu, Xiumin Chu, Zhiyuan Wang, Pawel Fracz, Zhixiong Li
2021 Elektronika ir Elektrotechnika  
Affected by the environment of inland waterway, an Automatic Identification System (AIS) collects lots of abnormal data, which significantly reduces the inland river navigation performance using AIS data  ...  Finally, field experiments were carried out to validate the applicability of the proposed method, and it is shown that the fitting model can repair the AIS data with an accuracy of more than 90 %.  ...  for ship track prediction.  ... 
doi:10.5755/j02.eie.27661 fatcat:xktfkopbuvaxlosjiezvouyiki

Automatic Watercraft Recognition and Identification on Water Areas Covered by Video Monitoring as Extension for Sea and River Traffic Supervision Systems

Natalia Wawrzyniak, Andrzej Stateczny
2018 Polish Maritime Research  
The article presents the watercraft recognition and identification system as an extension for the presently used visual water area monitoring systems, such as VTS (Vessel Traffic Service) or RIS (River  ...  The watercraft identification systems (AIS - Automatic Identification Systems) which are presently used in both sea and inland navigation require purchase and installation of relatively expensive transceivers  ...  When the existing ship database exchanges the information with other systems (for instance between different RIS systems in the European network of inland waterways), the system will ensure an opportunity  ... 
doi:10.2478/pomr-2018-0016 fatcat:n3ss26vhczf7hdgfdj6dyjmgha

Multi-Sensor-Based Hierarchical Detection and Tracking Method for Inland Waterway Ship Chimneys

Fumin Wu, Qianqian Chen, Yuanqiao Wen, Changshi Xiao, Feier Zeng
2022 Journal of Marine Science and Engineering  
In the field of automatic detection of ship exhaust behavior, a deep learning-based multi-sensor hierarchical detection method for tracking inland river ship chimneys is proposed to locate the ship exhaust  ...  The results show that the multi-sensor-based hierarchical detection and tracking method can achieve real-time detection and tracking of ship chimneys, and can provide technical reference for the automatic  ...  semantic information for multi-scale ship detection [10] .  ... 
doi:10.3390/jmse10060809 fatcat:23equ47ubrblvdmvijk55u5ysy

The Development of Key Technologies in Applications of Vessels Connected to the Internet

Zhe Tian, Fushun Liu, Zhixiong Li, Reza Malekian, Yingchun Xie
2017 Symmetry  
With the development of science and technology, traffic perception, communication, information processing, artificial intelligence and the shipping information system have become important in supporting  ...  Finally, the main conclusions are drawn and future research priorities are provided for reference and as professional suggestions for future researchers in this field.  ...  Natural Sciences Foundation of China (NSFC) (51709244, 51522906, 51479184, 51606178), the Excellent Youth Foundation of Shandong Scientific Committee (JQ201512), Yingcai Project of CUMT (YC20170001) and  ... 
doi:10.3390/sym9100211 fatcat:oe5e2gqjfjdzxk7x63g3mwmkni
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