SmartPort: A Platform for Sensor Data Monitoring in a Seaport Based on FIWARE

被引:42
|
作者
Fernandez, Pablo [1 ]
Miguel Santana, Jose [2 ]
Ortega, Sebastian [1 ]
Trujillo, Agustin [2 ]
Pablo Suarez, Jose [1 ]
Dominguez, Conrado [3 ]
Santana, Jaisiel [1 ]
Sanchez, Alejandro [1 ]
机构
[1] Univ Las Palmas Gran Canaria, IUMA Informat & Commun Syst, Div Math Graph & Computat MAGiC, Las Palmas Gran Canaria 35017, Canary Islands, Spain
[2] Univ Las Palmas Gran Canaria, Imaging Technol Ctr CTIM, Las Palmas Gran Canaria 35017, Canary Islands, Spain
[3] Univ Las Palmas Gran Canaria, Gen Adm, Las Palmas Gran Canaria 35017, Canary Islands, Spain
关键词
big data; FIWARE; seaport; GIS; 3D visualization; DECISION-SUPPORT-SYSTEM; BIG DATA;
D O I
10.3390/s16030417
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Seaport monitoring and management is a significant research area, in which infrastructure automatically collects big data sets that lead the organization in its multiple activities. Thus, this problem is heavily related to the fields of data acquisition, transfer, storage, big data analysis and information visualization. Las Palmas de Gran Canaria port is a good example of how a seaport generates big data volumes through a network of sensors. They are placed on meteorological stations and maritime buoys, registering environmental parameters. Likewise, the Automatic Identification System (AIS) registers several dynamic parameters about the tracked vessels. However, such an amount of data is useless without a system that enables a meaningful visualization and helps make decisions. In this work, we present SmartPort, a platform that offers a distributed architecture for the collection of the port sensors' data and a rich Internet application that allows the user to explore the geolocated data. The presented SmartPort tool is a representative, promising and inspiring approach to manage and develop a smart system. It covers a demanding need for big data analysis and visualization utilities for managing complex infrastructures, such as a seaport.
引用
收藏
页数:24
相关论文
共 50 条
  • [1] 3D-Monitoring Big Geo Data on a seaport infrastructure based on FIWARE
    Pablo Fernández
    José Pablo Suárez
    Agustín Trujillo
    Conrado Domínguez
    José Miguel Santana
    [J]. Journal of Geographical Systems, 2018, 20 : 139 - 157
  • [2] 3D-Monitoring Big Geo Data on a seaport infrastructure based on FIWARE
    Fernandez, Pablo
    Pablo Suarez, Jose
    Trujillo, Agustin
    Dominguez, Conrado
    Miguel Santana, Jose
    [J]. JOURNAL OF GEOGRAPHICAL SYSTEMS, 2018, 20 (02) : 139 - 157
  • [3] Monitoring and Data Processing Architecture using the FIWARE Platform for a Renewable Energy Systems
    Velasquez, Washington
    Tobar-Andrade, Luis
    Cedeno-Campoverde, Ivan
    [J]. 2021 IEEE 11TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC), 2021, : 1383 - 1387
  • [4] Personalized Motion Sensor Driven Gesture Recognition in the FIWARE Cloud Platform
    Preventis, Alexandros
    Stravoskoufos, Kostas
    Sotiriadis, Stelios
    Petrakis, Euripides G. M.
    [J]. 2015 14TH INTERNATIONAL SYMPOSIUM ON PARALLEL AND DISTRIBUTED COMPUTING (ISPDC), 2015, : 19 - 26
  • [5] Improving Security on IoT Applications based on the FIWARE Platform
    Oliveira, Caio Thomas
    Moreira, Rodrigo
    Silva, Flavio de Oliveira
    Miani, Rodrigo Sanches
    Rosa, Pedro Frosi
    [J]. PROCEEDINGS 2018 IEEE 32ND INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2018, : 686 - 693
  • [6] Exploiting the FIWARE Cloud Platform to Develop a Remote Patient Monitoring System
    Fazio, Maria
    Celesti, Antonio
    Marquez, Fermin Galan
    Glikson, Alex
    Villari, Massimo
    [J]. 2015 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATION (ISCC), 2015, : 264 - 270
  • [7] FIWARE based low-cost wireless acoustic sensor network for monitoring and classification of urban soundscape
    Arce, Pau
    Salvo, David
    Pinero, Gema
    Gonzalez, Alberto
    [J]. COMPUTER NETWORKS, 2021, 196
  • [8] Attribute-Based Encryption with Authentication Provider in FIWARE Platform
    Ponomarev, K. Y.
    Nissenbaum, O. V.
    [J]. 2018 12TH INTERNATIONAL IEEE SCIENTIFIC AND TECHNICAL CONFERENCE ON DYNAMICS OF SYSTEMS, MECHANISMS AND MACHINES (DYNAMICS), 2018,
  • [9] A Standard-Based Open Source IoT Platform: FIWARE
    Cirillo, Flavio
    Solmaz, Gurkan
    Berz, Everton Luis
    Bauer, Martin
    Cheng, Bin
    Kovacs, Erno
    [J]. IEEE Internet of Things Magazine, 2019, 2 (03): : 12 - 18
  • [10] Environmental Monitoring Based on FIWARE: A Medical Case Study
    Alberto Ruiz, M.
    Francisco Rodriguez, J.
    Villanueva, D.
    Estrada, H.
    Carlos Tellez, J.
    [J]. 2018 IEEE INTERNATIONAL AUTUMN MEETING ON POWER, ELECTRONICS AND COMPUTING (ROPEC), 2018,