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Development of a Multitenant Drone-Based Power Infrastructure Inspection Platform
  1. case
  2. Development of a Multitenant Drone-Based Power Infrastructure Inspection Platform

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Development of a Multitenant Drone-Based Power Infrastructure Inspection Platform

dreamix.eu
Utilities

Challenges with Traditional Power Line Inspections

Midwest Energy Solutions currently relies on costly, time-consuming, and potentially hazardous methods for inspecting its power infrastructure. Traditional methods (onfoot technicians, helicopters, industrial climbers) result in insufficient data, increased operational expenses, and pose safety risks to personnel. The lack of automated data processing significantly hinders their ability to quickly identify and address potential issues, leading to service disruptions and increased maintenance costs.

About the Client

A regional energy provider responsible for the maintenance and inspection of a large power grid infrastructure across multiple states. They are seeking to improve the efficiency, safety, and accuracy of their power line inspections.

Project Goals

  • Develop a multitenant platform for automated power line inspection using drone imagery.
  • Reduce inspection time by 50% compared to traditional methods.
  • Increase the accuracy of issue detection by at least 30%.
  • Improve safety for inspection personnel.
  • Enable proactive maintenance and prevent service interruptions.

System Functionality

  • Automated drone image processing and analysis.
  • GPS-accurate power line route generation from drone imagery.
  • Advanced image filtering and clustering based on predefined criteria.
  • Comprehensive issue reporting and annotation tools.
  • User authentication and authorization.
  • Multitenant support for multiple energy providers.
  • Integration with existing GIS systems (future phase).

Technology Stack

Tensorflow AI
Python
PostgreSQL
Fast API
Keycloak
Angular

External System Integrations

  • GIS systems (e.g., Esri ArcGIS) - Future phase
  • Existing asset management systems - Future phase

Non-Functional Requirements

  • Scalability to handle a large volume of data and users.
  • High performance for rapid image processing and analysis.
  • Robust security to protect sensitive inspection data.
  • High availability to ensure continuous operation.
  • Data privacy compliance

Expected Business Impact

The successful implementation of this platform will significantly reduce operational costs by streamlining the inspection process, minimize service interruptions through proactive maintenance, improve the safety of inspection personnel, and provide enhanced visibility into the condition of the power grid infrastructure. This will lead to increased efficiency, improved reliability, and reduced risk for Midwest Energy Solutions.

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