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INTRODUCTION TO PETROLEUM MASTER DATA MANAGEMENT (MDM)

Ensure Data Consistency, Accuracy, and Reliability in Petroleum Operations with Robust Master Data Management.

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Course Schedule

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Course Introduction

This course introduces professionals to the principles, processes, and tools of Master Data Management (MDM) in the petroleum industry. With data increasingly seen as a critical asset, managing petroleum master data—covering wells, equipment, locations, and operations—is key to enabling digital transformation, reducing operational risk, and supporting decision-making across upstream, midstream, and downstream sectors.

Course Objectives

By the end of this training, participants will be able to:

  • Understand the fundamentals and importance of MDM in petroleum operations
  • Identify types of petroleum master data (well, equipment, facility, etc.)
  • Implement data governance and data quality frameworks
  • Explore petroleum data standards and taxonomies
  • Manage master data lifecycles and integration with enterprise systems

Key Benefits of Attending

This course is vital for data professionals, engineers, and decision-makers in petroleum operations who aim to reduce data redundancy, eliminate inconsistencies, and drive efficiency through centralized and standardized data practices.

Intended Audience

  • Petroleum Data Managers & Data Stewards
  • Geoscientists, Reservoir & Production Engineers
  • IT & Data Governance Teams
  • Asset & Operations Managers
  • ERP & Digital Transformation Leads

Individual Benefits

  • Gain a foundational understanding of petroleum MDM practices
  • Improve your data quality and management skills
  • Learn to bridge the gap between technical and data teams
  • Position yourself for roles in data governance and digital enablement

Organization Benefits

  • Reduce errors and inefficiencies due to poor-quality data
  • Enable integrated asset management and field operations
  • Support compliance with industry standards (PPDM, ISO)
  • Accelerate digital transformation and analytics initiatives

Instructional Methdology

  • Case studies from real-world oil & gas projects
  • Interactive sessions and group discussions
  • Practical MDM exercises and role-based simulations
  • Live demonstrations of petroleum data tools

Course Outline

DETAILED 5-DAY COURSE OUTLINE (Customizable)
Training Hours: 07:30 AM – 03:30 PM
Daily Format: 3–4 Modules | Coffee breaks: 09:30 & 11:15 | Lunch Buffet: 01:00 – 02:00

DAY 1 – INTRODUCTION TO MDM IN PETROLEUM

  • Module 1: Overview of Master Data Management & Key Concepts (07:30 – 09:30)
  • Module 2: Introduction to Petroleum Data Types & Challenges (09:45 – 11:15)
  • Module 3: Business Case for MDM in Upstream, Midstream & Downstream (11:30 – 01:00)
  • Module 4: Data Governance Frameworks (02:00 – 03:30)

DAY 2 – PETROLEUM MASTER DATA DOMAINS

  • Module 1: Well Master Data (Naming, ID, Classification) (07:30 – 09:30)
  • Module 2: Equipment, Asset & Facility Data Structures (09:45 – 11:15)
  • Module 3: Reference Data & Technical Standards (PPDM, ISO 15926) (11:30 – 01:00)
  • Module 4: Hierarchies & Relationships in Petroleum MDM (02:00 – 03:30)

DAY 3 – MDM PROCESSES & GOVERNANCE

  • Module 1: Master Data Lifecycle – Create, Read, Update, Delete (CRUD) (07:30 – 09:30)
  • Module 2: Data Quality Dimensions: Accuracy, Consistency, Completeness (09:45 – 11:15)
  • Module 3: Data Stewardship Roles & Responsibilities (11:30 – 01:00)
  • Module 4: MDM Policies, Controls & Compliance (02:00 – 03:30)

DAY 4 – TOOLS, INTEGRATION & MIGRATION

  • Module 1: Overview of MDM Platforms & Petroleum Data Tools (07:30 – 09:30)
  • Module 2: Integrating MDM with ERP, GIS, SCADA & PI Systems (09:45 – 11:15)
  • Module 3: Data Cleansing & Master Data Migration (11:30 – 01:00)
  • Module 4: Metadata Management & Data Lineage (02:00 – 03:30)

DAY 5 – IMPLEMENTATION & CASE STUDIES

  • Module 1: Designing a Petroleum MDM Roadmap (07:30 – 09:30)
  • Module 2: Real-world Case Studies: Upstream & Midstream Projects (09:45 – 11:15)
  • Module 3: Group Workshop – Data Quality Audit Simulation (11:30 – 01:00)
  • Module 4: Final Assessment, Action Plan & Certification (02:00 – 03:30)

Certification

Upon successful participation and completion, attendees will receive a Certificate of Completion in Petroleum Master Data Management (MDM). This course prepares professionals to contribute effectively to enterprise-wide data initiatives in the petroleum sector.

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