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Renewable Energy IOT

Leaf Business Consulting Services
Business Requirement

The client required a centralized dashboard to monitor operations at remotely located wind farms. The solution would provide the management with a bird’s-eye view into power generated as well as operational and conditional aspects of turbines, wind masts, and key components at substations and farms.

Leaf Business Consulting Services
LBCS Solution

We developed a cloud-based Industrial IoT solution to monitor wind turbines (including blades, gearbox, bearings, and generator), wind masts, and other critical components at the client’s wind farms spread across multiple locations. The collected data is consolidated by the analytical engine and insights are presented via a centralized dashboard.

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Key Features

01.

Monitor turbine parameters

Monitor turbine parameters such as generator and rotor speed, nacelle and gearbox oil temperature, yaw deviation, pitch angle, nacelle position, and power.

02.

Detect underperformance

Detect underperformance by comparing the power curve provided by the turbine manufacturer with actual power output.

03.

Track average power production time 

Track average power production time relative to wind speeds on a visually intuitive time-series graph.

04.

View farm and turbine data

View farm and turbine data by navigating the tree view with drill-down facility to view status of each turbine/substation.

05.

Intuitive warning alerts

Intuitive warning alerts to help detect asset performance issues with easily recognizable color codes for timely maintenance and corrective action.

06.

CMMS plug-in module

CMMS plug-in module supports alerts and calendar-based maintenance management system with push notifications. View and manage maintenance/service records.

Leaf Business Consulting Services

Technologies

  • Apache Kafka

  • Apache Spark

  • HDFS

  • MongoDB

  • Scala

  • Python

  • OPC