Real‑Time Subsea Control System Compatibility Modeling for IWOCS and ROCS Integration in Multi‑Vendor Deepwater Operations

Authors

  • Malvern Iheanyichukwu Odum Shell Nigeria Exploration and Production Company (SNEPCo), Nigeria Author
  • Iduate Digitemie Jason Iduate Digitemie Jason, Nigeria Author
  • Dazok Donald Jambol D-Well Engineering Nig. Ltd. (Shell Petroleum Development Company of Nigeria) Author

Keywords:

Subsea Control Systems, IWOCS-ROCS Integration, Multi-Vendor Compatibility, Real-Time Validation, Offshore Automation, Functional Equivalence Mapping

Abstract

In multi-vendor deepwater operations, the integration of Intervention Workover Control Systems (IWOCS) and Remote Operated Control Systems (ROCS) presents a significant challenge due to variations in hardware configurations, communication protocols, and control logic across equipment manufacturers. This paper proposes a real-time compatibility modeling framework designed to address these integration barriers by enabling proactive validation and operational synchronization between IWOCS and ROCS systems. The model is structured around a layered architecture encompassing hardware abstraction, protocol bridging, signal timing validation, and real-time logic mapping. The model standardizes control commands, feedback signals, and failure responses through functional equivalence mapping, ensuring operational consistency across disparate systems. A real-time validation engine continuously monitors system behavior to detect command mismatches, communication anomalies, and timing discrepancies during joint operations. Implementation guidance is provided for offshore integration with SCADA and DCS systems, HMI alignment for operator clarity, and early-phase testing during FAT and SIT. Drawing from recurring industry integration challenges, the paper underscores the value of pre-deployment calibration and cross-vendor coordination. Future research directions include integration with digital twins, development of automatic protocol conversion engines, and advancement toward standardized control system interfaces. The proposed framework enhances subsea system reliability, reduces non-productive time, and fosters greater interoperability in complex offshore environments.

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References

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."

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.

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. 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."

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.

O. A. Agboola, J. C. Ogeawuchi, A. A. Abayomi, A. Onifade, O. George, and R. Dosumu, "Advances in Lead Generation and Marketing Efficiency through Predictive Campaign Analytics," Int J Multidiscip Res Growth Eval, vol. 3, no. 1, pp. 1143-54, 2022.

C. R. Nwangele, A. Adewuyi, A. Ajuwon, and A. O. Akintobi, "Advances in Sustainable Investment Models: Leveraging AI for Social Impact Projects in Africa."

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.

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.

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."

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.

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.

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.

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.

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.

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.

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."

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."

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.

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.

E. Y. Gbabo, O. K. Okenwa, and P. E. Chima, "Building Business Continuity Planning Frameworks for Technology-Driven Infrastructure Projects," 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."

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.

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."

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, and T. Odion, "A Conceptual Framework for Reliability-Centered Design of Mechanical Components Using FEA and DFMEA Integration," 2023.

L. S. KOMI, E. C. CHIANUMBA, A. YEBOAH, D. O. FORKUO, and A. Y. MUSTAPHA, "A Conceptual Framework for Telehealth Integration in Conflict Zones and Post-Disaster Public Health Responses," 2021.

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.

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."

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.

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.

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.

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.

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.

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.

E. Y. Gbabo, O. K. Okenwa, and P. E. Chima, "Designing Value Realization Models for Stakeholder Benefits in Long-Term Energy Projects," 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."

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.

G. I. T. Olugbemi, L. R. Isi, E. Ogu, and O. A. Owulade, "Development of Safety-First Engineering Models for High-Consequence Infrastructure and Marine Operations," 2022.

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.

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.

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, 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.

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.

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.

J. C. OGEAWUCHI, A. C. UZOKA, A. Abayomi, O. Agboola, T. P. Gbenle, and O. O. Ajayi, "Innovations in Data Modeling and Transformation for Scalable Business Intelligence on Modern Cloud Platforms," Iconic Res. Eng. J, vol. 5, no. 5, pp. 406-415, 2021.

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.

A. M. Monebi and S. Z. Iliya, "An Improved Mathematical Modelling of Directivity for Radial Line Slot Array Antenna," 2020.

K. S. Adeyemo, A. O. Mbata, and O. D. Balogun, "Improving Access to Essential Medications in Rural and Low-Income US Communities: Supply Chain Innovations for Health Equity," 2023.

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.

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.

G. I. T. Olugbemi, L. R. Isi, E. Ogu, and O. A. Owulade, "Integrated Team Management Approaches for Large-Scale Engineering Projects in High-Risk Construction Zones," 2022.

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.

T. J. Oladuji, A. O. Akintobi, C. R. Nwangele, and A. Ajuwon, "A Model for Leveraging AI and Big Data to Predict and Mitigate Financial Risk in African Markets."

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."

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.

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.

B. S. Adelusi, A. C. Uzoka, Y. G. Hassan, and F. U. Ojika, "Optimizing Scope 3 Carbon Emission Reduction Strategies in Tier-2 Supplier Networks Using Lifecycle Assessment and Multi-Objective Genetic Algorithms," 2023.

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.

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. 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.

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. U. Ojika, W. O. Owobu, O. A. Abieba, O. J. Esan, B. C. Ubamadu, and A. I. Daraojimba, "The Role of AI in Cybersecurity: A Cross-Industry Model for Integrating Machine Learning and Data Analysis for Improved Threat Detection."

F. U. Ojika, W. O. Owobu, O. A. Abieba, O. J. Esan, B. C. Ubamadu, and A. I. Daraojimba, "The Role of Artificial Intelligence in Business Process Automation: A Model for Reducing Operational Costs and Enhancing Efficiency," 2022.

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Published

11-05-2023

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Section

Research Articles

How to Cite

[1]
Malvern Iheanyichukwu Odum, Iduate Digitemie Jason, and Dazok Donald Jambol, “Real‑Time Subsea Control System Compatibility Modeling for IWOCS and ROCS Integration in Multi‑Vendor Deepwater Operations”, Int J Sci Res Civil Engg, vol. 7, no. 3, pp. 180–195, May 2023, Accessed: Jul. 31, 2025. [Online]. Available: https://ijsrce.com/index.php/home/article/view/IJSRCE237319