Nexans Autoelectric Tunisia
Tunisie

Subject 10: Intelligent Real-Time OEE Monitoring System PFE

Industrial / ManufacturingData Science / AIIoT & Systems Integration

Publié il y a 14 jours

Stage
⏱️4-6 mois
💼Hybride
📅Expire dans environ 3 heures
Cohérence LinkedIn / CV vérifiée.

Description du poste

Overview:

  • Department: Engineering - Production - Maintenance. Profile: Industrial / Manufacturing / Data student with interest in AI and digitalization.
  • Context: OEE (Overall Equipment Effectiveness) is currently monitored manually and updated retrospectively; the project aims to enable real-time visibility and proactive reaction to production deviations.

Objectives & Tasks:

  • Develop a connected interface (e.g., Python + Power BI / IoT) to collect and display real-time OEE metrics.
  • Integrate an AI model that anticipates OEE drops based on production trends and provide automatic alerts to supervisors via a dashboard.
  • Implement real-time OEE monitoring and early detection of deviations before they impact production.

Required Skills & Technologies:

  • Data acquisition & system integration experience to connect PLCs/IoT sensors or existing production data sources.
  • Proficiency in Python and experience with Power BI for dashboarding; familiarity with basic AI/ML modeling for time-series or anomaly detection.

Expected Deliverables & Outcomes:

  • A working connected interface and dashboard (Power BI or equivalent) showing live OEE metrics and historical trends.
  • An AI/ML component that predicts imminent OEE drops and a notification/alert mechanism for supervisors.
  • Documentation of integration steps, data flows, model performance, and user instructions for the dashboard.

Project Details & Logistics:

  • Duration: 06 Months (listed) — 4-6 months expected for the internship.
  • Number of interns: 01; focus on production impact reduction through digitalization.

Application:

  • To apply, contact: G-TN-StagePFE@autoelectric.com
  • Use the provided email address and reference this specific project in your application to ensure proper routing.
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