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Industrial Digital Twins for Rotating Equipment

Combine vibration, process and physics models into a live twin that predicts failure in pumps, compressors and turbines.

Overview

Who should attend

Engineers, data scientists, digital-transformation leads and reliability teams moving AI from pilot to production.

What you will be able to do
  • Frame an industrial problem as a measurable AI use case
  • Choose data, models and validation suited to the risk
  • Deploy, monitor and govern models in operation
  • Present a business case with clear value and limits

5-day programme

Day 1Twin architecture: data, model and decision layers
Day 2Sensor strategy and data quality for machinery
Day 3Hybrid physics–ML degradation models
Day 4Remaining useful life and maintenance optimisation
Day 5Scaling a twin across a fleet: ISO 23247 and value tracking

10-day programme

Days 1–5 as in the 5-day programme, then:

Day 6Advanced methods and standards deep-dive
Day 7Hands-on lab or software simulation
Day 8Industry case clinic with your own data
Day 9Team capstone project
Day 10Capstone presentations, assessment and certification

Schedule 2027–2030

DateLocationFormatFee
11–15 Jan 2027Cape Town, South AfricaClassroom · 5 days$5,000
5–9 Apr 2027Live onlineLive online · 5 days$2,500
28 Jun – 9 Jul 2027Casablanca, MoroccoClassroom · 10 days$9,000
20–24 Sep 2027Barcelona, SpainClassroom · 5 days$5,000
14–18 Feb 2028Istanbul, TürkiyeClassroom · 5 days$5,000
8–12 May 2028Live onlineLive online · 5 days$2,500
31 Jul – 11 Aug 2028Toronto, CanadaClassroom · 10 days$9,000
23–27 Oct 2028Sydney, AustraliaClassroom · 5 days$5,000
19–23 Mar 2029Singapore, SingaporeClassroom · 5 days$5,000
11–15 Jun 2029Live onlineLive online · 5 days$2,500
2–13 Sep 2029Riyadh, Saudi ArabiaClassroom · 10 days$9,000
25–29 Nov 2029Kuwait City, KuwaitClassroom · 5 days$5,000
27–31 Jan 2030Jeddah, Saudi ArabiaClassroom · 5 days$5,000
22–26 Apr 2030Live onlineLive online · 5 days$2,500
15–26 Jul 2030Amsterdam, NetherlandsClassroom · 10 days$9,000
7–11 Oct 2030New York, USAClassroom · 5 days$5,000

See the full training plan 2027–2030 →

Register for this course

WhatsApp+971 56 209 8437
Emailinfo@nawadirtraining.com
Delivery29 cities worldwide · live online · in-house

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