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@FloatingMetrics

Floating Metrics

Floating Metrics is a cloud-based, event-driven system enabling real-time wind turbine sensor data processing and visualization.

Floating Metrics

Background and Motivation

Offshore wind energy is rapidly developing to accelerate the green transition. Each wind turbine is a massive autonomous structure containing high-tech and mission-critical systems that need real-time monitoring. One of the central challenges in this context is the efficient collection, real-time visualisation, and analysis of sensor data from these turbines.

Project Description

This project involved the efficient real-time handling of sensor and weather data enabling continuous integrity monitoring of offshore wind turbines. We utilised Kafka, an event-driven, distributed, asynchronous messaging service, for streaming and real-time data processing.

The project is structured using containerised microservices, packaging Zookeeper, Kafka brokers, Kafka producers, and a Kafka consumer using Docker. Additionally, weather and wave data is retrieved from external REST APIs. The acquired data is stored in a cloud-based SQL database and visualised using Grafana.

More to come

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  1. fowu-consumer fowu-consumer Public

    Kafka consumer using VertX. Consumes sensor data for a floating offshore wind unit.

    Java

  2. fowu-producer-spring fowu-producer-spring Public

    Java

Repositories

Showing 4 of 4 repositories
  • floatingmetrics.github.io Public

    Floating Metrics' public-facing website

    FloatingMetrics/floatingmetrics.github.io’s past year of commit activity
    HTML 0 0 0 0 Updated Oct 17, 2023
  • .github Public

    Floating Metrics is a cloud-based, event-driven system enabling real-time wind turbine sensor data processing and visualization.

    FloatingMetrics/.github’s past year of commit activity
    0 0 0 0 Updated Oct 14, 2023
  • FloatingMetrics/fowu-producer-spring’s past year of commit activity
    Java 0 0 0 0 Updated Sep 19, 2023
  • fowu-consumer Public

    Kafka consumer using VertX. Consumes sensor data for a floating offshore wind unit.

    FloatingMetrics/fowu-consumer’s past year of commit activity
    Java 0 0 0 0 Updated Apr 24, 2023

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