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Artificial Intelligence (AI) for Process Optimization

An Interactive 5-Day Training Course

Artificial Intelligence (AI) for Process Optimization

Use of AI for Data Analysis in Maintenance Management

NASBA
Classroom Schedule
Date Venue Fees
02 - 06 Feb 2026 Dubai $ 5,950
04 - 08 May 2026 London $ 5,950
10 - 14 Aug 2026 Amsterdam $ 5,950
05 - 09 Oct 2026 Dubai $ 5,950
14 - 18 Dec 2026 Barcelona $ 5,950
01 - 05 Feb 2027 Dubai $ 5,950

Course Summary

This training course on Artificial Intelligence (AI) for Process Optimization covers essential aspects of process modelling and optimization and applications of AI techniques. It covers an overview of process optimization and fundamentals of Artificial Intelligence (AI). This includes data acquisition for process optimization, supervised learning for optimization, ERP and SCADA systems. It also includes introduction to machine learning (ML) and AI techniques such as Artificial Neural Networks (ANN), Fuzzy Logic Control (FLC), classification models and random forests..

Practical case studies will be presented to demonstrate the use of AI related techniques in order to utilize the data that exists in Enterprise Resource Planning (ERP), and Computerized Maintenance Management Systems (CMMS) and provide decision support for selection of the most appropriate maintenance strategies.

 This GLOMACS Artificial Intelligence (AI) for Process Optimization training course will highlight:

  • Traditional maintenance vs. process optimization
  • The role of AI in process optimization
  • Integration with existing maintenance systems (CMMS, ERP)
  • Learning from Failures.
  • Challenges, Ethical Considerations, and Future Trends
Course Outline
Day 1

Introduction to Process Optimization and AI Fundamentals

  • Overview of Process Optimization
  • What is process optimization?
  • Key optimization objectives: efficiency, cost reduction, quality improvement
  • Traditional vs. AI-powered process optimization
  • Introduction to AI, machine learning (ML), and deep learning (DL)
  • Overview of supervised, unsupervised, and reinforcement learning
  • Key AI algorithms for optimization problems (e.g., genetic algorithms, simulated annealing)
  • AI's role in real-time decision-making and dynamic process optimization
Day 2

Data Collection, Preprocessing, and Exploratory Data Analysis (EDA)

  • Data Acquisition for Process Optimization
  • Types of data in process optimization (sensor data, operational logs, performance metrics, etc.)
  • Data sources: IoT devices, enterprise systems (ERP, MES), historical process data
  • Data storage and integration (cloud, edge computing, databases)
  • Data Preprocessing and Exploratory Data Analysis (EDA)
  • Techniques for feature extraction and dimensionality reduction
  • Visualizing data for insights (correlation heatmaps, time-series plots)
  • Statistical methods to identify trends, anomalies, and patterns in process data
Day 3

Machine Learning Models for Process Optimization

  • Supervised Learning for Optimization
  • Classification models for defect detection and process anomalies (SVM, k-NN, random forests)
  • Key performance indicators (KPIs) and objective functions in optimization problems
  • Model evaluation: metrics, cross-validation, and bias-variance tradeoff
  • Unsupervised Learning and Clustering
  • Clustering methods for process optimization (k-means, hierarchical clustering)
  • Anomaly detection in unsupervised settings (Isolation Forest, DBSCAN)
  • Case study: Cluster analysis to identify process inefficiencies
Day 4

Advanced AI Techniques for Process Optimization

  • Reinforcement Learning for Dynamic Optimization
  • Introduction to reinforcement learning (RL) and its components (agents, environments, rewards)
  • Applications of RL in dynamic process optimization (supply chain, scheduling, energy systems)
  • Evolutionary and Swarm Algorithms
  • Genetic algorithms for optimization (crossover, mutation, selection)
  • Simulated annealing for solving global optimization problems
  • Particle swarm optimization (PSO) for complex process optimization tasks
  • Case study: Solving a complex multi-variable optimization problem using these algorithms
Day 5

Deployment, Monitoring, and Future of AI in Process Optimization

  • Deploying AI Models in real-world processes
  • Integration with existing process control and monitoring systems (SCADA, ERP, MES)
  • Real-time monitoring, feedback loops, and model updates
  • Scaling AI for industrial applications (cloud vs. edge deployment)
  • Challenges, ethics, and the future of AI in Process Optimization
  • Data privacy, security, and ethical considerations in process optimization
  • Common challenges: data quality, model interpretability, and implementation cost
  • The future of AI in process optimization: Industry 4.0, digital twins, and autonomous systems
Certificates
  • On successful completion of this training course, GLOMACS Certificate will be awarded to the delegates.
  • Continuing Professional Education credits (CPE): In accordance with the standards of the National Registry of CPE Sponsors, one CPE credit is granted per 50 minutes of attendance.
Providers

Endorsed Education Provider

NASBA
Options & Brochure

Why Choose Saudi GLOMACS?

Saudi GLOMACS is the official Saudi Arabian division of GLOMACS International (glomacs.com), delivering internationally recognised training courses both within Saudi Arabia and across international locations. Our training courses are aligned with the highest professional and institutional standards, supported by a strong understanding of the professional landscape in Saudi Arabia and access to global expertise.

Saudi GLOMACS enables professionals and organisations to strengthen leadership, capability, and long-term excellence through consistently high-quality learning experiences.

Official Saudi Presence

Official Saudi Arabian division of GLOMACS with established global credibility.

International Benchmarks

Internationally benchmarked training courses aligned with professional best practices.

Trusted Across Sectors

Trusted by professionals and institutions across public and private sectors.

Flexible Delivery

Training courses delivered within Saudi Arabia and across international locations.

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No. Saudi GLOMACS delivers courses in Saudi Arabia and internationally, including delivery across Europe and Asia. This allows organisations and professionals to access training both locally and abroad.

No. While governance and leadership are part of the portfolio, Saudi GLOMACS delivers training across the entire business and professional lifecycle, including administrative, technical, legal, regulatory, and sector-specific training.

No. Our training courses are delivered globally through international locations and online platforms, enabling participants from Saudi Arabia and around the world to learn together. This global delivery approach ensures exposure to diverse perspectives, international best practices, and cross-cultural insights while maintaining strong relevance to regional and organisational needs.

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For further details or to discuss customisation requirements, you may call or WhatsApp +966 (54) 286 8546 or email info@glomacs.sa . You can also submit a detailed enquiry through our in-house training page at: https://sa.glomacs.com/in-house-seminars

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For personalised assistance or detailed enquiries, please contact our team on +966 (54) 286 8546 or email us at info@glomacs.sa

Courses delivered in Saudi Arabia are adapted to reflect local regulatory frameworks, organisational structures, sector conditions, and professional expectations. This ensures training is relevant, practical, and aligned with Saudi workplace realities.

GLOMACS has been delivering professional training for over thirty years, with courses delivered across Europe, the Middle East, Asia, and other international markets.

Saudi GLOMACS combines three decades of global training experience with a clear focus on Saudi market relevance. This allows it to deliver training that is both internationally credible and locally applicable, across a broader range of disciplines than niche or single-focus providers.

Saudi GLOMACS is a Saudi-based professional training provider delivering courses tailored to the Saudi market and applicable internationally. It operates within the global GLOMACS framework and draws on more than three decades of international training experience.

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Training supports professionals across all career stages, from operational roles to specialist and senior responsibilities.

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