Design and Implementation of a Digital Twin‑Enabled Predictive Maintenance Strategy for Subsea Control and Distribution Units
Keywords:
Digital Twin, Predictive Maintenance, Subsea Control Systems, Offshore Oil and Gas, Condition Monitoring, Failure Mode and Effects Analysis (FMEA)Abstract
This paper presents a comprehensive framework for the design and implementation of a digital twin-enabled predictive maintenance strategy for subsea control and distribution units, critical components in offshore oil and gas production systems. Traditional time-based and reactive maintenance approaches are increasingly inadequate due to the complex, remote, and high-cost nature of subsea interventions. The proposed strategy integrates layered system architecture, real-time sensor data acquisition, and advanced predictive modeling to identify asset degradation and optimize maintenance planning proactively. A detailed conceptual framework is developed, encompassing the physical asset layer, analytics engines, and operator-facing visualization interfaces. Emphasis is placed on integrating the digital twin with existing legacy infrastructure, highlighting solutions for sensor retrofitting, data protocol harmonization, and model compatibility. Secure, low-latency data flow infrastructure is also explored, ensuring reliable transmission of operational intelligence from subsea to topside systems. The strategy further incorporates failure mode and effects analysis (FMEA) to prioritize assets based on criticality and guide predictive trigger configuration. A structured deployment workflow, coupled with a human-machine interface designed for usability and decision support, ensures operational adoption. Finally, a closed-loop feedback mechanism supports continuous model refinement based on real-world system responses and operator insights. The digital twin approach enables significant operational benefits, including improved system uptime, reduced intervention costs, and extended asset life. The paper concludes by outlining implementation considerations and future opportunities, including the integration of AI for autonomous diagnostics and enterprise-wide connectivity.
Downloads
References
O. O. Ajayi, N. Chukwurah, and A. S. Adebayo, "Securing 5G Network Infrastructure From Protocol-Based Attacks and Network Slicing Exploits in Advanced Telecommunications."
J. O. Olajide, B. O. Otokiti, S. Nwani, A. S. Ogunmokun, B. I. Adekunle, and J. E. Fiemotongha, "Standardizing Cost Reduction Models Across SAP-Based Financial Planning Systems in Multinational Operations," 2022.
F. C. Okolo, E. A. Etukudoh, O. Ogunwole, G. O. Osho, and J. O. Basiru, "Strategic approaches to building digital workforce capacity for cybersecure transportation operations and policy compliance," Journal Name Missing, 2023.
O.-E. E. Akpe, B. C. Ubanadu, A. I. Daraojimba, O. A. Agboola, and E. Ogbuefi, "A Strategic Framework for Aligning Fulfillment Speed, Customer Satisfaction, and Warehouse Team Efficiency."
A. A. Abayomi, J. C. Ogeawuchi, A. Y. Onifade, and O. Aderemi, "Systematic Review of Marketing Attribution Techniques for Omnichannel Customer Acquisition Models."
E. C. Chianumba, A. Y. Forkuo, A. Y. Mustapha, D. Osamika, and L. S. Komi, "Systematic Review of Maternal Mortality Reduction Strategies Using Technology-Enabled Interventions in Rural Clinics," Int. J. Sci. Res. Comput. Sci. Eng. Inf. Technol, 2023.
O. M. Oluoha, A. Odeshina, O. Reis, F. Okpeke, V. Attipoe, and O. H. Orieno, "A Strategic Fraud Risk Mitigation Framework for Corporate Finance Cost Optimization and Loss Prevention," 2022.
O. Orieno, O. Oluoha, A. Odeshina, O. Reis, F. Okpeke, and V. Attipoe, "A strategic fraud risk mitigation framework for corporate finance cost optimization and loss prevention," Open Access Research Journal of Multidisciplinary Studies, vol. 5, no. 10, pp. 354-368, 2022.
F. C. Okolo, E. A. Etukudoh, O. Ogunwole, G. O. Osho, and J. O. Basiru, "Systematic review of cyber threats and resilience strategies across global supply chains and transportation networks," Journal name missing, 2021.
A. Y. Onifade, J. C. Ogeawuchi, A. A. Abayomi, and O. Aderemi, "Systematic Review of Data-Driven GTM Execution Models across High-Growth Startups and Fortune 500 Firms," 2022.
J. O. Omisola, E. A. Etukudoh, E. C. Onukwulu, and G. O. Osho, "Sustainability and Efficiency in Global Supply Chain Operations Using Data-Driven Strategies and Advanced Business Analytics."
O. T. Uzozie, E. C. Onukwulu, I. A. Olaleye, C. O. Makata, P. O. Paul, and O. J. Esan, "Sustainable Investing in Asset Management: A Review of Current Trends and Future Directions," International Journal of Multidisciplinary Research and Growth Evaluation, vol. 4, 2023.
F. C. Okolo, E. A. Etukudoh, O. Ogunwole, G. O. Osho, and J. O. Basiru, "Systematic review of business analytics platforms in enhancing operational efficiency in transportation and supply chain sectors," Int. J. Multidiscip. Res. Growth Eval, vol. 4, no. 1, pp. 1199-1208, 2023.
B. S. Adelusi, F. U. Ojika, and A. C. Uzoka, "Systematic Review of Cloud-Native Data Modeling Techniques Using dbt, Snowflake, and Redshift Platforms," International Journal of Scientific Research in Civil Engineering, vol. 6, no. 6, pp. 177-204, 2022.
M. A. Adewoyin, E. O. Ogunnowo, J. E. Fiemotongha, and T. Odion, "Systematic Review of AI-Augmented Corrosion Modeling Techniques in Infrastructure and Manufacturing Systems," 2023.
O. A. Agboola, E. Ogbuefi, A. A. Abayomi, J. C. Ogeawuchi, O.-e. E. Akpe, and S. Owoade, "Systematic Review of AI-Driven Data Integration for Enabling Smarter E-Commerce Analytics and Consumer Insights," International Journal of Advanced Multidisciplinary Research and Studies, vol. 3, no. 6, pp. 1573-1581, 2023.
G. P. Ifenatuora, O. Awoyemi, and F. A. Atobatele, "Systematic Review of Accessibility Compliance in LMS Platforms for Inclusive Online Learning," 2023.
J. C. Ogeawuchi, O. Akpe, A. A. Abayomi, O. A. Agboola, E. Ogbuefi, and S. Owoade, "Systematic review of advanced data governance strategies for securing cloud-based data warehouses and pipelines," Iconic Research and Engineering Journals, vol. 6, no. 1, pp. 784-794, 2022.
A. ODETUNDE, B. I. ADEKUNLE, and J. C. OGEAWUCHI, "A Systems Approach to Managing Financial Compliance and External Auditor Relationships in Growing Enterprises," 2021.
J. O. Omisola, J. O. Shiyanbola, and G. O. Osho, "A Systems-Based Framework for ISO 9000 Compliance: Applying Statistical Quality Control and Continuous Improvement Tools in US Manufacturing," Unknown Journal, 2020.
E. O. OGUNNOWO, M. A. ADEWOYIN, J. E. FIEMOTONGHA, T. O. IGUNMA, and A. K. ADELEKE, "Systematic Review of Non-Destructive Testing Methods for Predictive Failure Analysis in Mechanical Systems," 2020.
J. C. Ogeawuchi, A. Y. Onifade, A. Abayomi, O. Agoola, R. E. Dosumu, and O. O. George, "Systematic Review of Predictive Modeling for Marketing Funnel Optimization in B2B and B2C Systems," Iconic Research And Engineering Journals, vol. 6, no. 3, pp. 267-286, 2022.
F. U. Ojika, W. O. Owobu, O. A. Abieba, O. J. Esan, B. C. Ubamadu, and A. I. Daraojimba, "Transforming cloud computing education: Leveraging AI and data science for enhanced access and collaboration in academic environments," Journal name and details missing, 2023.
O. T. Uzozie, O. Onaghinor, O. J. Esan, G. O. Osho, and E. A. Etukudoh, "Transforming Procurement Practices with Automation: A Review of Blockchain and RPA Integration for Enhanced Supplier Risk Management," 2023.
O. M. Oluoha, A. Odeshina, O. Reis, F. Okpeke, V. Attipoe, and O. H. Orieno, "A Unified Framework for Risk-Based Access Control and Identity Management in Compliance-Critical Environments," 2022.
O. Orieno, O. Oluoha, A. Odeshina, O. Reis, F. Okpeke, and V. Attipoe, "A unified framework for risk-based access control and identity management in compliance-critical environments," Open Access Research Journal of Multidisciplinary Studies, vol. 3, no. 1, pp. 23-34, 2022.
O. K. Chima, S. O. Idemudia, O. J. Ezeilo, B. M. Ojonugwa, and A. O. M. O. Adesuyi, "Advanced Review of SME Regulatory Compliance Models Across US State-Level Jurisdictions," 2022.
G. P. Ifenatuora, O. Awoyemi, and F. A. Atobatele, "Advances in Accessible and Culturally Relevant eLearning Strategies for US Corporate and Government Workforce Training."
A. Y. Onifade, R. E. Dosumu, A. A. Abayomi, O. A. Agboola, and O. O. George, "Advances in Campaign Performance Measurement Using Multi-Variable Regression Analysis Techniques," 2023.
M. A. ADEWOYIN, E. O. OGUNNOWO, J. E. FIEMOTONGHA, T. O. IGUNMA, and A. K. ADELEKE, "Advances in CFD-Driven Design for Fluid-Particle Separation and Filtration Systems in Engineering Applications," 2021.
L. S. KOMI, E. C. CHIANUMBA, A. YEBOAH, D. O. FORKUO, and A. Y. MUSTAPHA, "Advances in Community-Led Digital Health Strategies for Expanding Access in Rural and Underserved Populations," ed, 2021.
A. Y. Onifade, J. C. Ogeawuchi, A. A. Abayomi, and O. Aderemi, "Advances in CRM-Driven Marketing Intelligence for Enhancing Conversion Rates and Lifetime Value Models."
B. S. Adelusi, F. U. Ojika, and A. C. Uzoka, "Advances in Cybersecurity Strategy and Cloud Infrastructure Protection for SMEs in Emerging Markets," 2022.
B. S. Adelusi, F. U. Ojika, and A. C. Uzoka, "Advances in Data Lineage, Auditing, and Governance in Distributed Cloud Data Ecosystems," 2022.
A. Y. Onifade, R. E. Dosumu, A. A. Abayomi, and O. Aderemi, "Advances in Cross-Industry Application of Predictive Marketing Intelligence for Revenue Uplift."
F. C. Okolo, E. A. Etukudoh, O. Ogunwole, G. O. Osho, and J. O. Basiru, "Advances in cyber-physical resilience of transportation infrastructure in emerging economies and coastal regions," Journal Name Missing, 2023.
G. P. Ifenatuora, O. Awoyemi, and F. A. Atobatele, "Advances in Instructional Design for Experiential Mobile Classrooms in Resource-Constrained Environments."
F. C. Okolo, E. A. Etukudoh, O. Ogunwole, G. O. Osho, and J. O. Basiru, "Advances in integrated geographic information systems and AI surveillance for real-time transportation threat monitoring," Journal name missing, 2022.
A. Y. Forkuo, E. C. Chianumba, A. Y. Mustapha, D. Osamika, and L. S. Komi, "Advances in digital diagnostics and virtual care platforms for primary healthcare delivery in West Africa," Methodology, vol. 96, no. 71, p. 48, 2022.
G. Omoegun, J. E. Fiemotongha, J. O. Omisola, O. K. Okenwa, and O. Onaghinor, "Advances in ERP-Integrated Logistics Management for Reducing Delivery Delays and Enhancing Project Delivery."
A. Y. ONIFADE, J. C. OGEAWUCHI, A. Abayomi, O. Agboola, and O. George, "Advances in Multi-Channel Attribution Modeling for Enhancing Marketing ROI in Emerging Economies," Iconic Research And Engineering Journals, vol. 5, no. 6, pp. 360-376, 2021.
E. O. Ogunnowo, M. A. Adewoyin, J. E. Fiemotongha, and T. Odion, "Advances in Predicting Microstructural Evolution in Superalloys Using Directed Energy Deposition Data," 2022.
M. A. ADEWOYIN, E. O. OGUNNOWO, J. E. FIEMOTONGHA, T. O. IGUNMA, and A. K. ADELEKE, "Advances in Thermofluid Simulation for Heat Transfer Optimization in Compact Mechanical Devices," 2020.
O. J. Esan, O. T. Uzozie, and O. Onaghinor, "Agile Procurement Management in the Digital Age: A Framework for Data-Driven Vendor Risk and Compliance Assessment," Journal of Frontiers in Multidisciplinary Research, vol. 4, no. 1, pp. 118-125, 2023.
E. C. Chianumba, A. Y. Forkuo, A. Y. Mustapha, D. Osamika, and L. S. Komi, "Advances in Preventive Care Delivery through WhatsApp, SMS, and IVR Messaging in High-Need Populations."
C. R. Nwangele, A. Adewuyi, A. Ajuwon, and A. O. Akintobi, "Advances in Sustainable Investment Models: Leveraging AI for Social Impact Projects in Africa."
O. T. Uzozie, O. Onaghinor, O. J. Esan, G. O. Osho, and J. Olatunde, "AI-Driven Supply Chain Resilience: A Framework for Predictive Analytics and Risk Mitigation in Emerging Markets," 2023.
T. Adenuga, A. T. Ayobami, and F. C. Okolo, "AI-Driven Workforce Forecasting for Peak Planning and Disruption Resilience in Global Logistics and Supply Networks."
J. O. Shiyanbola, J. O. Omisola, and G. O. Osho, "An Agile Workflow Management Framework for Industrial Operations: Migrating from Email-Based Systems to Visual JIRA-Kanban Platforms," 2023.
F. U. Ojika, W. O. Owobu, O. A. Abieba, O. J. Esan, B. C. Ubamadu, and A. I. Daraojimba, "AI-Driven Models for Data Governance: Improving Accuracy and Compliance through Automation and Machine Learning," ed: vol, 2022.
J. Huttunen, J. Jauhiainen, L. Lehti, A. Nylund, M. Martikainen, and O. M. Lehner, "Big data, cloud computing and data science applications in finance and accounting," ACRN Journal of Finance and Risk Perspectives, vol. 8, pp. 16-30, 2019.
J. O. Omisola, D. Bihani, A. I. Daraojimba, G. O. Osho, B. C. Ubamadu, and E. A. Etukudoh, "Blockchain in Supply Chain Transparency: A Conceptual Framework for Real-Time Data Tracking and Reporting Using Blockchain and AI," International Journal of Multidisciplinary Research and Growth Evaluation, vol. 4, 2023.
O.-e. E. Akpe, A. A. Azubike Collins Mgbame, E. O. Abayomi, and O. O. Adeyelu, "AI-Enabled Dashboards for Micro-Enterprise Profitability Optimization: A Pilot Implementation Study."
O. M. Oluoha, A. Odeshina, O. Reis, F. Okpeke, V. Attipoe, and O. H. Orieno, "Artificial Intelligence Integration in Regulatory Compliance: A Strategic Model for Cybersecurity Enhancement," 2022.
A. Ajuwon, A. Adewuyi, C. R. Nwangele, and A. O. Akintobi, "Blockchain Technology and its Role in Transforming Financial Services: The Future of Smart Contracts in Lending."
B. S. Adelusi, A. C. Uzoka, Y. G. Hassan, and F. U. Ojika, "Blockchain-Integrated Software Bill of Materials (SBOM) for Real-Time Vulnerability Detection in Decentralized Package Repositories," International Journal of Scientific Research in Civil Engineering, vol. 7, no. 3, pp. 102-116, 2023.
G. O. Osho, J. O. Omisola, and J. O. Shiyanbola, "A Conceptual Framework for AI-Driven Predictive Optimization in Industrial Engineering: Leveraging Machine Learning for Smart Manufacturing Decisions," Unknown Journal, 2020.
E. O. Ogunnowo, "A Conceptual Framework for Digital Twin Deployment in Real-Time Monitoring of Mechanical Systems."
B. I. Okoli et al., "Characterization of Nigerian zircon sand and its suitability for different industrial applications," Minerals, vol. 13, no. 6, p. 711, 2023.
L. S. Komi, E. C. Chianumba, A. Y. Forkuo, D. Osamika, and A. Y. Mustapha, "A Conceptual Framework for Addressing Digital Health Literacy and Access Gaps in US Underrepresented Communities."
A. Y. Onifade, J. C. Ogeawuchi, A. Abayomi, O. Agboola, R. E. Dosumu, and O. O. George, "A conceptual framework for integrating customer intelligence into regional market expansion strategies," Iconic Res Eng J, vol. 5, no. 2, pp. 189-94, 2021.
G. P. Ifenatuora, O. Awoyemi, and F. A. Atobatele, "A Conceptual Framework for Professional Upskilling Using Accessible Animated E-Learning Modules."
M. A. Adewoyin, E. O. Ogunnowo, J. E. Fiemotongha, T. O. Igunma, and A. K. Adeleke, "A Conceptual Framework for Dynamic Mechanical Analysis in High-Performance Material Selection," 2020.
B. O. Otokiti, A. N. Igwe, C. P.-M. Ewim, A. I. Ibeh, and Z. S. Nwokediegwu, "A conceptual framework for financial control and performance management in Nigerian SMEs," Journal of Advance Multidisciplinary Research, vol. 2, no. 1, pp. 57-76, 2023.
O.-e. E. Akpe, J. C. Ogeawuchi, A. A. Abayomi, and O. A. Agboola, "A Conceptual Model for Analyzing Web3 Technology Adoption in Competitive Gaming Ecosystems," 2023.
F. C. Okolo, E. A. Etukudoh, O. Ogunwole, G. O. Osho, and J. O. Basiru, "A Conceptual Model for Balancing Automation, Human Oversight, and Security in Next-Generation Transport Systems," J. Front. Multidiscip. Res, vol. 4, no. 1, pp. 188-198, 2023.
B. S. Adelusi, F. U. Ojika, and A. C. Uzoka, "A Conceptual Model for Cost-Efficient Data Warehouse Management in AWS, GCP, and Azure Environments," 2022.
E. O. Ogunnowo, M. A. Adewoyin, J. E. Fiemotongha, T. O. Igunma, and A. K. Adeleke, "A Conceptual Model for Simulation-Based Optimization of HVAC Systems Using Heat Flow Analytics," 2021.
E. Y. Gbabo, O. K. Okenwa, and P. E. Chima, "Constructing AI-Enabled Compliance Automation Models for Real-Time Regulatory Reporting in Energy Systems."
O. T. Kufile, B. O. Otokiti, A. Y. Onifade, B. Ogunwale, and C. Harriet, "Constructing KPI-Driven Reporting Systems for High-Growth Marketing Campaigns," integration, vol. 47, p. 49, 2022.
A. M. Monebi, C.-S. Lee, B.-C. Ahn, and S.-G. Choi, "Design of a Ku-Band Monopulse Antenna with a truncated reflector and an Open-Ended Waveguide feed," Sensors, vol. 23, no. 1, p. 118, 2022.
F. O. Onyeke, W. N. Digitemie, M. Adekunle, and I. N. D. Adewoyin, "Design thinking for SaaS product development in energy and technology: Aligning usercentric solutions with dynamic market demands," 2023.
J. O. Olajide, B. O. Otokiti, S. Nwani, A. Samuel, B. I. A. Ogunmokun, and J. E. Fiemotongha, "Cross-Functional Finance Partnership Models for Strategic P&L and Forecast Ownership in Multinational Supply Chains," 2023.
A. Y. Onifade, J. C. Ogeawuchi, and A. A. Abayomi, "Data-Driven Engagement Framework: Optimizing Client Relationships and Retention in the Aviation Sector."
O. M. Oluoha, A. Odeshina, O. Reis, F. Okpeke, V. Attipoe, and O. H. Orieno, "Designing Advanced Digital Solutions for Privileged Access Management and Continuous Compliance Monitoring."
J. O. Olajide, B. O. Otokiti, S. Nwani, A. S. Ogunmokun, B. I. Adekunle, and J. E. Fiemotongha, "Designing Cash Flow Governance Models for Public and Private Sector Treasury Operations," International Journal of Scientific Research in Civil Engineering, vol. 7, no. 6, pp. 45-54, 2023.
E. Y. Gbabo, O. K. Okenwa, and P. E. Chima, "Designing Communication and Escalation Models for Risk Coordination in Infrastructure Programs," 2022.
E. Y. Gbabo, O. K. Okenwa, and P. E. Chima, "Designing ERP Integration Frameworks for Operational Compliance in Insurance and Utility Sectors," 2022.
B. I. Ashiedu, E. Ogbuefi, U. S. Nwabekee, J. C. Ogeawuchi, and A. A. Abayomi, "Designing Financial Intelligence Systems for Real-Time Decision-Making in African Corporates," 2023.
J. C. Ogeawuchi, A. A. Abayomi, A. C. Uzoka, O. T. Odofin, O. S. Adanigbo, and T. P. Gbenle, "Designing Full-Stack Healthcare ERP Systems with Integrated Clinical, Financial, and Reporting Modules," management, vol. 10, p. 11, 2023.
O. O. FAGBORE, J. C. OGEAWUCHI, O. ILORI, N. J. ISIBOR, A. ODETUNDE, and B. I. ADEKUNLE, "Developing a Conceptual Framework for Financial Data Validation in Private Equity Fund Operations," 2020.
D. Bolarinwa, M. Egemba, and M. Ogundipe, "Developing a Predictive Analytics Model for Cost-Effective Healthcare Delivery: A Conceptual Framework for Enhancing Patient Outcomes and Reducing Operational Costs."
O. T. Kufile, B. O. Otokiti, A. Y. Onifade, B. Ogunwale, and C. Harriet, "Developing Client Portfolio Management Frameworks for Media Performance Forecasting," 2022.
O. M. Oluoha, A. Odeshina, O. Reis, F. Okpeke, V. Attipoe, and O. H. Orieno, "Developing Compliance-Oriented Social Media Risk Management Models to Combat Identity Fraud and Cyber Threats," 2023.
A. ODETUNDE, B. I. ADEKUNLE, and J. C. OGEAWUCHI, "Developing Integrated Internal Control and Audit Systems for Insurance and Banking Sector Compliance Assurance," 2021.
A. C. Mgbame, O.-e. E. Akpe, A. A. Abayomi, E. Ogbuefi, and O. O. Adeyelu, "Developing low-cost dashboards for business process optimization in SMEs," International Journal of Management and Organizational Research, vol. 1, no. 1, pp. 214-230, 2022.
B. S. Adelusi, A. C. Uzoka, Y. G. Hassan, and F. U. Ojika, "Developing Predictive Technographic Clustering Models Using Multi-Modal Consumer Behavior Data for Precision Targeting in Omnichannel Marketing," 2023.
J. O. Olajide, B. O. Otokiti, S. Nwani, A. S. Ogunmokun, B. I. Adekunle, and J. E. Fiemotongha, "Developing Tender Optimization Models for Freight Rate Negotiations Using Finance-Operations Collaboration," 2022.
F. U. Ojika, W. O. Owobu, O. A. Abieba, O. J. Esan, B. C. Ubamadu, and A. I. Daraojimba, "Enhancing User Interaction through Deep Learning Models: A Data-Driven Approach to Improving Consumer Experience in E-Commerce," 2023.
B. M. O. S. O. Idemudia, O. K. Chima, O. J. Ezeilo, and A. Ochefu, "Entrepreneurship Resilience Models in Resource-Constrained Settings: Cross-national Framework," World, vol. 2579, p. 0544.
O. Oluoha, A. Odeshina, O. Reis, F. Okpeke, V. Attipoe, and O. Orieno, "Development of a Compliance-Driven Identity Governance Model for Enhancing Enterprise Information Security," Iconic Research and Engineering Journals, vol. 4, no. 11, pp. 310-324, 2021.
S. O. Idemudia, O. K. Chima, O. J. Ezeilo, B. M. Ojonugwa, and A. O. M. O. Adesuyi, "Digital Infrastructure Barriers Faced by SMEs in Transitioning to Smart Business Models," 2023.
I. O. Evans-Uzosike, C. G. Okatta, B. O. Otokiti, O. G. Ejike, and O. T. Kufile, "Extended Reality in Human Capital Development: A Review of VR/AR-Based Immersive Learning Architectures for Enterprise-Scale Employee Training," 2022.
D. I. Ajiga, O. Hamza, A. Eweje, E. Kokogho, and P. E. Odio, "Forecasting IT Financial Planning Trends and Analyzing Impacts on Industry Standards."
O. T. Kufile, B. O. Otokiti, A. Y. Onifade, B. Ogunwale, and C. Harriet, "A Framework for Integrating Social Listening Data into Brand Sentiment Analytics," 2022.
J. O. Omisola, E. A. Etukudoh, O. K. Okenwa, G. I. T. Olugbemi, and E. Ogu, "Future Directions in Advanced Instrumentation for the Oil and Gas Industry: A Conceptual Analysis."
J. O. Omisola, E. A. Etukudoh, O. K. Okenwa, G. I. T. Olugbemi, and E. Ogu, "Geomechanical Modeling for Safe and Efficient Horizontal Well Placement Analysis of Stress Distribution and Rock Mechanics to Optimize Well Placement and Minimize Drilling," Unknown Journal, 2020.
J. O. Omisola, E. A. Etukudoh, O. K. Okenwa, and G. I. Tokunbo, "Geosteering Real-Time Geosteering Optimization Using Deep Learning Algorithms Integration of Deep Reinforcement Learning in Real-time Well Trajectory Adjustment to Maximize," Unknown Journal, 2020.
O. T. Uzozie, O. Onaghinor, O. J. Esan, G. O. Osho, and J. Olatunde, "Global Supply Chain Strategy: Framework for Managing Cross-Continental Efficiency and Performance in Multinational Operations," Int. J. Multidiscip. Res. Growth Eval, vol. 3, no. 1, pp. 938-943, 2022.
O. T. Uzozie, E. C. Onukwulu, I. A. Olaleye, C. O. Makata, P. O. Paul, and O. J. Esan, "Global talent management in multinational corporations: Challenges and strategies–A systematic review," International Journal of Multidisciplinary Research and Growth Evaluation, vol. 4, no. 1, pp. 1095-1101, 2023.
A. SHARMA, B. I. ADEKUNLE, J. C. OGEAWUCHI, A. A. ABAYOMI, and O. ONIFADE, "Governance Challenges in Cross-Border Fintech Operations: Policy, Compliance, and Cyber Risk Management in the Digital Age," 2021.
J. O. Omisola, P. E. Chima, O. K. Okenwa, and G. I. Tokunbo, "Green Financing and Investment Trends in Sustainable LNG Projects A Comprehensive Review," Unknown Journal, 2020.
C.-S. Lee, A. M. Monebi, D. Bayarsaikhan, S. Xu, B.-C. Ahn, and I.-S. Lee, "High-Performance Charge Pump Regulator with Integrated CMOS Voltage Sensing Control Circuit," Energies, vol. 16, no. 12, p. 4577, 2023.
C. Lee, A. Monebi, D. Bayarsaikhan, S. Xu, B. Ahn, and I. Lee, "High-Performance Charge Pump Regulator with Integrated CMOS Voltage Sensing Control Circuit. Energies 2023, 16, 4577," ed, 2023.
D. B. Bassey et al., "The impact of Worms and Ladders, an innovative health educational board game on Soil-Transmitted Helminthiasis control in Abeokuta, Southwest Nigeria," PLoS neglected tropical diseases, vol. 14, no. 9, p. e0008486, 2020.
A. M. Monebi and S. Z. Iliya, "An Improved Mathematical Modelling of Directivity for Radial Line Slot Array Antenna," 2020.
G. I. T. Olugbemi, L. R. Isi, E. Ogu, and O. A. Owulade, "Inspection-Driven Quality Control Strategies for High-Tolerance Fabrication and Welding in Industrial Systems," 2022.
G. O. Osho, J. O. Omisola, and J. O. Shiyanbola, "An Integrated AI-Power BI Model for Real-Time Supply Chain Visibility and Forecasting: A Data-Intelligence Approach to Operational Excellence," Unknown Journal, 2020.
E. Y. Gbabo, O. K. Okenwa, and P. E. Chima, "Integrating CDM Regulations into Role-Based Compliance Models for Energy Infrastructure Projects."
F. U. Ojika, W. O. Owobu, O. A. Abieba, O. J. Esan, B. C. Ubamadu, and A. I. Daraojimba, "Integrating TensorFlow with Cloud-Based Solutions: A Scalable Model for Real-Time Decision-Making in AI-Powered Retail Systems," Journal Name Missing, 2022.
J. O. Omisola, J. O. Shiyanbola, and G. O. Osho, "A KPI-Driven Decision Intelligence Model: Using Integrated Dashboards to Enhance Strategic Operational Control in Advanced Manufacturing," 2023.
O. J. Esan, O. T. Uzozie, O. Onaghinor, G. O. Osho, and J. Olatunde, "Leading with Lean Six Sigma and RPA in High-Volume Distribution: A Comprehensive Framework for Operational Excellence," Int. J. Multidiscip. Res. Growth Eval, vol. 4, no. 1, pp. 1158-1164, 2023.
T. J. Oladuji, A. Adewuyi, O. Onifade, and A. Ajuwon, "A Model for AI-Powered Financial Risk Forecasting in African Investment Markets: Optimizing Returns and Managing Risk," 2022.
A. Ajuwon, A. Adewuyi, T. J. Oladuji, and A. O. Akintobi, "A Model for Strategic Investment in African Infrastructure: Using AI for Due Diligence and Portfolio Optimization."
A. K. Adeleke, T. O. Igunma, and Z. S. Nwokediegwu, "Modeling advanced numerical control systems to enhance precision in next-generation coordinate measuring machine," International Journal of Multidisciplinary Research and Growth Evaluation, vol. 2, no. 1, pp. 638-649, 2021.
Z. S. Nwokediegwu, A. K. Adeleke, and T. O. Igunma, "Modeling nanofabrication processes and implementing noise reduction strategies in metrological measurements," International Journal of Multidisciplinary Research and Growth Evaluation, vol. 4, no. 1, pp. 870-884, 2023.
O. T. Kufile, B. O. Otokiti, A. Y. Onifade, B. Ogunwale, and C. H. Okolo, "Modelling Attribution-Driven Budgeting Systems for High-Intent Consumer Acquisition."
O. O. Fagbore, J. C. Ogeawuchi, O. Ilori, N. J. Isibor, A. Odetunde, and B. I. Adekunle, "Optimizing Client Onboarding Efficiency Using Document Automation and Data-Driven Risk Profiling Models," 2022.
O. Onaghinor, O. T. Uzozie, and O. J. Esan, "Optimizing Project Management in Multinational Supply Chains: A Framework for Data-Driven Decision-Making and Performance Tracking," 2022.
F. U. Ojika, W. O. Owobu, O. A. Abieba, O. J. Esan, B. C. Ubamadu, and A. Ifesinachi, "Optimizing AI Models for Cross-Functional Collaboration: A Framework for Improving Product Roadmap Execution in Agile Teams," Journal name and details missing–please provide, 2021.
O. Oluoha, A. Odeshina, O. Reis, F. Okpeke, V. Attipoe, and O. Orieno, "Optimizing Business Decision-Making with Advanced Data Analytics Techniques. Iconic Res Eng J. 2022; 6 (5): 184-203," ed.
B. C. Ubamadu, D. Bihani, A. I. Daraojimba, G. O. Osho, J. O. Omisola, and E. A. Etukudoh, "Optimizing Smart Contract Development: A Practical Model for Gasless Transactions via Facial Recognition in Blockchain," 2022.
O. J. Esan, O. T. Uzozie, O. Onaghinor, G. Osho, and J. Omisola, "Policy and operational synergies: Strategic supply chain optimization for national economic growth," Int. J. Soc. Sci. Except. Res, vol. 1, no. 1, pp. 239-245, 2022.
O. O. Fagbore, J. C. Ogeawuchi, O. Ilori, N. J. Isibor, A. Odetunde, and B. I. Adekunle, "Predictive Analytics for Portfolio Risk Using Historical Fund Data and ETL-Driven Processing Models," 2022.
F. U. Ojika, O. ONAGHINOR, O. J. ESAN, A. I. DARAOJIMBA, and B. C. UBAMADU, "A predictive analytics model for strategic business decision-making: A framework for financial risk minimization and resource optimization," IRE Journals, vol. 7, no. 2, pp. 764-766, 2023.
B. S. Adelusi, A. C. Uzoka, Y. G. Hassan, and F. U. Ojika, "Predictive Analytics-Driven Decision Support System for Earned Value Management Using Ensemble Learning in Megaprojects," International Journal of Scientific Research in Civil Engineering, vol. 7, no. 3, pp. 131-143, 2023.
J. O. Omisola, J. O. Shiyanbola, and G. O. Osho, "A Predictive Quality Assurance Model Using Lean Six Sigma: Integrating FMEA, SPC, and Root Cause Analysis for Zero-Defect Production Systems," Unknown Journal, 2020.
G. I. T. Olugbemi, L. R. Isi, E. Ogu, and O. A. Owulade, "Pressure Vessel Optimization and Separator Internals Redesign Based on Fluid Dynamics and Structural Simulation," 2023.
O. Oluoha, A. Odeshina, O. Reis, F. Okpeke, V. Attipoe, and O. Orieno, "A Privacy-First Framework for Data Protection and Compliance Assurance in Digital Ecosystems," Iconic Research and Engineering Journals, vol. 7, no. 4, pp. 620-646, 2023.
O. J. Esan, O. T. Uzozie, O. Onaghinor, G. O. Osho, and E. A. Etukudoh, "Procurement 4.0: Revolutionizing supplier relationships through blockchain, AI, and automation: A comprehensive framework," Journal of Frontiers in Multidisciplinary Research, vol. 3, no. 1, pp. 117-123, 2022.
J. O. Olajide, B. O. Otokiti, S. Nwani, A. S. Ogunmokun, B. I. Adekunle, and J. E. Fiemotongha, "Real-Time Financial Variance Analysis Models for Procurement and Material Cost Monitoring," 2023.
A. S. Adebayo, N. Chukwurah, and O. O. Ajayi, "Proactive Ransomware Defense Frameworks Using Predictive Analytics and Early Detection Systems for Modern Enterprises," Journal of Information Security and Applications, vol. 18, no. 2, pp. 45-58, 2022.
J. O. Omisola, J. O. Shiyanbola, and G. O. Osho, "A Process Automation Framework for Smart Inventory Control: Reducing Operational Waste through JIRA-Driven Workflow and Lean Practices," 2023.
Downloads
Published
Issue
Section
License
This work is licensed under a Creative Commons Attribution 4.0 International License.
https://creativecommons.org/licenses/by/4.0
