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Big Data for Maintenance Strategies Course
Sector:
Sector:
Technical Focus Area:
Technical Focus Area:
About the Course
Modern maintenance is a data discipline. This course builds the architecture—assets modeled to ISO 14224, telemetry via IoT, data secured by ISO 27001—then layers analytics/AI to predict failures, optimize interventions, and cut cost without risking reliability. You’ll learn how to choose and deploy PdM, CBM, and RCM within an ISO 55000 asset management framework, integrated to a cloud CMMS for planning, scheduling, and governance.
We translate buzzwords into practice: from streaming sensor data and feature engineering to KPIs and dashboards that drive decisions. You’ll quantify benefits through lifecycle costing, align roles and workflows to ISO 9001, and institute continuous improvement per ISO 9000—so gains persist beyond the pilot.
Objectives
By the end of this course, participants will be able to:
- Reduce maintenance cost and downtime using cloud-based Big Data, IoT, and CMMS.
- Map enterprise maintenance strategy to ISO frameworks (55000, 14224, 27001, 9001, 14001, 9000).
- Design PdM/CBM/RCM programs that target true failure modes and risk.
- Build high-quality master data and telemetry pipelines for analytics and AI models.
- Prioritize work with data-driven planning/scheduling and role clarity across teams.
- Implement KPI suites for performance, reliability, and cost (incl. alert thresholds).
- Perform lifecycle and economic evaluation (LCC, payback, NPV) for initiatives.
- Integrate RCFA with analytics to accelerate learning and prevent recurrence.
- Establish a continuous improvement loop that refines PPM/PdM frequencies automatically.
Who Should Attend
- Maintenance Managers & Planners, Supervisors, Technicians
- Maintenance & Reliability Engineers, Materials/Stores Management
- CMMS/EAM Power Users and Data Owners
- Operations Leaders partnering with Maintenance
- Stakeholders in Maintenance Support (Finance, IT, Procurement)
Course Program
Strategy & Standards—Building the Data Backbone
- Asset management context (What/Why of maintenance) aligned to **ISO 55000/1/2**
- Asset & failure data taxonomy to **ISO 14224** (classes, failure codes, object codes)
- Cloud CMMS architecture; data ownership, master data quality, and governance
- Information security for maintenance data (**ISO 27001**) and access control
- Maintenance strategies landscape: PM, CBM, PdM, RCM—selection criteria
- **Activity/Workshop:** Define an asset class schema and failure coding to ISO 14224
Course Dates & Prices
Picture | Location | Starting Date | Price | Enrollment |
|---|---|---|---|---|
Online | 19/10/2025 | 1799 $ | ||
Dubai (UAE) | 20/10/2025 | 2549 $ | ||
Dubai (UAE) | 20/10/2025 | 2799$ | ||
Cairo (Egypt) | 27/10/2025 | 2549 $ | ||
Online | 27/10/2025 | 1799 $ | ||
Online | 03/11/2025 | 1799 $ | ||
Dubai (UAE) | 10/11/2025 | 2799 $ | ||
Muscat (Oman) | 10/11/2025 | 2799 $ | ||
Dubai (UAE) | 17/11/2025 | 2799 $ | ||
Online | 17/11/2025 | 1799 $ | ||
Muscat (Oman) | 24/11/2025 | 2799 $ | ||
Online | 24/11/2025 | 1799 $ | ||
Online | 24/11/2025 | 1799 $ | ||
Dubai (UAE) | 01/12/2025 | 2799 $ | ||
Online | 01/12/2025 | 1799 $ | ||
Online | 01/12/2025 | 1799 $ | ||
London (UK) | 01/12/2025 | 3299 $ | ||
Dubai (UAE) | 08/12/2025 | 2799$ | ||
Online | 08/12/2025 | 1699 $ | ||
Istanbul (Turkey) | 15/12/2025 | 2799 $ | ||
Dubai (UAE) | 15/12/2025 | 2799 $ | ||
Online | 15/12/2025 | 1799 $ | ||
Kuala Lumpur (Malaysia) | 22/12/2025 | 3899$ | ||
Doha (Qatar) | 22/12/2025 | 2799 $ | ||
Kuala Lumpur (Malaysia) | 22/12/2025 | 3899$ | ||
Online | 29/12/2025 | 1799 $ | ||
Dubai (UAE) | 29/12/2025 | 2799$ | ||
Istanbul | 29/12/2025 | 2549 $ | ||
Online | 29/12/2025 | 1799 $ |
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