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Fundamentals of Building Digital Oilfield Systems
CHAPTER 1 - INDUSTRY CHALLENGES AND DOF DRIVERS
SECTION 1- OIL AND GAS INDUSTRY CHALLENGES (7:32)
SECTION 2 - THE CASE FOR DIGITIZATION IN O&G (7:50)
SECTION 3- DOF DEFINITION AND VALUE (6:16)
SECTION 4- CASE STUDIES OF VARIOUS DOF INITIATIVES (2:41)
CHAPTER 2 - REQUIREMENTS DEFINITION AND SYSTEM ARCHITECTURE
SECTION 1- ASSET CHALLENGES AND GOALS DEFINITION (6:31)
SECTION 2- SYSTEM INFRASTRUCTURE REQUIREMENTS DEFINITION (9:53)
SECTION 3 AND 4 - SYSTEM ARCHITECTURE AND CASE STUDY (7:34)
CHAPTER 3 - INSTRUMENTATION AND AUTOMATION
SECTION 1 - INSTRUMENTATION AND DATA SOURCES IN DOF (11:24)
SECTION 2 - WIRELESS SENSORS (7:32)
SECTION 3 - COMMUNICATION NETWORK (10:47)
SECTION 4 - SCADA REMOTE TERMINAL UNITS (RTU) (9:48)
SECTION 5 - SCADA SOFTWARE (12:39)
CHAPTER 4 - DATA MANAGEMENT
SECTION 1 - DATA MANAGEMENT ARCHITECTURE (12:01)
SECTION 2 - DATA INTEGRATION (7:58)
SECTION 3 AND 4 - DATA MODELS, DATA LAKES, VIRTUALIZATION AND BPM (12:37)
CHAPTER 5 - MODELING
SECTION 1 AND 2 - INTEGRATED ASSET MODELS AND RESERVOIR MODELS (6:44)
SECTION 3 - WELL MODELING (10:22)
SECTION 4 - PIPELINE NETWORK MODELING (5:18)
CHAPTER 6 - DASHBOARDS AND WORKFLOWS
SECTION 1 - DASHBOARDS DESIGN (15:21)
SECTION 2 - WORKFLOWS DESIGN (8:36)
SECTION 3- PRODUCTION MANAGEMENT WORKFLOW (6:15)
SECTION 4 - WELL PERFORMANCE EVALUATION WORKFLOW (2:32)
SECTION 5 - ELECTERICAL SUBMERSIBLE PUMP (ESP) WORKFLOW (12:45)
SECTION 6 - WATER MANAGEMENT WORKFLOW (7:39)
SECTION 7 - BUSINESS WORKFLOWS (6:22)
CHAPTER 7 - ANALYTICS
SECTION 1 - ANALYTICS AND BIG DATA (15:22)
SECTION 2- STATISTICAL ANALYTICS (8:37)
SECTION 3- VISUAL ANALYTICS (6:32)
SECTION 4 AND 5 - ANALYTICS TOOLS AND SOFTWARE DEMO (10:48)
CHAPTER 8 - INTERNET OF THINGS (IOT)
SECTION 1 - IOT AND INDUSTRIAL IOT (IIOT) (9:10)
SECTION 2- COMMUNICATION TECHNOLOGY AND IOT (7:07)
SECTION 3 AND 4 - IIOT IN OIL & GAS AND CASE STUDIES (5:43)
CHAPTER 9 - ARTIFICIAL INTELLIGENCE
SECTION 1 - AI IN OIL AND GAS (12:00)
SECTION 2 - MACHINE LEARNING (20:02)
SECTION 3 - AI APPLICATIONS IN OIL AND GAS INDUSTRY (11:12)
SECTION 4 - EXPERT SYSTEMS (9:18)
SECTION 5 - AI IN OIL AND GAS CASE STUDIES (2:23)
CHAPTER 10 - CHANGE MANAGEMENT
SECTION 1 - BARRIERS TO CHANGE (9:03)
SECTION 2 - DIGITAL CULTURE (11:01)
SECTION 3 - CASE STUDY IN CHANGE MANAGEMENT (10:52)
CHAPTER 11 - EMERGING DIGITAL TECHNOLOGIES
SECTION 1 - CLOUD (13:07)
SECTION 2-3-4 - ROBOTICS, DRONES, AR, WEARABLES, MACHINE VISION, LOW-CODE & HPC (13:17)
SECTION 3- PRODUCTION MANAGEMENT WORKFLOW
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