Developing a Framework for Real-Time Seismic Data Monitoring and Analysis : Leveraging Technology for Better Decision-Making and Exploration Outcomes

Authors

  • Nyaknno Umoren  Independent Researcher, UK
  • Malvern Iheanyichukwu Odum  Shell Nigeria Exploration and Production Company (SNEPCo), Nigeria
  • Iduate Digitemie Jason  Mobo Energy Limited, Nigeria
  • Dazok Donald Jambol  D-Well Engineering Nig. Ltd. (Shell Petroleum Development Company of Nigeria), Nigeria

Keywords:

Real time seismic monitoring, Streaming acquisition systems, Edge computing, AI driven seismic analysis, Cloud based processing, Decision support framework.

Abstract

Realtime seismic data monitoring and analysis have emerged as pivotal enablers for informed decision making in hydrocarbon exploration and reservoir management. By integrating high frequency data acquisition systems, cloud based processing pipelines, and machine learning algorithms, operators can now detect subsurface anomalies, track drilling hazards, and optimize well placement with unprecedented speed and accuracy. This review synthesizes recent technological advancementsincluding streaming nodal arrays, edge computing architectures, and AI driven attribute extraction—that underpin real time seismic workflows. We evaluate the impact of continuous data streams on risk mitigation, operational efficiency, and exploration success, drawing insights from case studies across onshore and offshore environments. Additionally, we discuss challenges related to data volume, latency, and model validation, before proposing a unified framework that combines sensor networks, scalable processing platforms, and decision support tools. The proposed framework aims to standardize real time seismic operations, reduce exploration uncertainties, and accelerate value delivery in complex geological settings.

References

  1. Abayomi, A. A., Ajayi, O. O., Ogeawuchi, J. C., Daraojimba, A. I., Ubanadu, B. C., & Alozie, C. E. (2022). A conceptual framework for accelerating data-centric decision-making in agile business environments using cloud-based platforms. International Journal of Social Science Exceptional Research, 1(1), 270–276.
  2. Abayomi, A. A., Ubanadu, B. C., Daraojimba, A. I., Agboola, O. A., Ogbuefi, E., & Owoade, S. (2021). A conceptual framework for real-time data analytics and decision-making in cloud-optimized business intelligence systems. IRE Journals, 4(9), 271–272.
  3. Abayomi, A.A., Ogeawuchi, J.C., Onifade, A.Y., Agboola, O.A., Dosumu, R.E. and George, O.O. (2023) ‘Systematic Review of Marketing Attribution Techniques for Omnichannel Customer Acquisition Models’, International Journal of Advanced Multidisciplinary Research and Studies, 3(6), pp. 1621–1633.
  4. Abayomi, A.A., Sharma, A., Adekunle, B.I., Ogeawuchi, J.C. and Onifade, O. (2023). ‘Integrating Machine Learning Algorithms in Financial Modeling: Evaluating Accuracy and Market Impact’, International Journal of Management and Organizational Research, 2(2), pp.117-123. .
  5. Abdul, A.A Adekuajo, I.O Udeh, C.A Okonkwo, F.C Daraojimba, C. and Ogedengbe, D.E (2023) Educational Tourism: A Review of Global Trends and Opportunities For The U.S Market: Education & Learning in Developing Nations (ELDN), 2(1) 27-36
  6. Abdul, A.A Adekuajo, I.O Udeh, C.A Okonkwo, F.C Daraojimba, C. and Ogedengbe, D.E (2023) Climate Resilience in Tourism: A Synthesis  of Global  Strategies and Implications For U.S Destinations: Ecofeminism and Climate Change 4(2) 93-102
  7. Abiola-Adams, O., Azubuike, C., Sule, A.K. & Okon, R., 2023.Innovative Approaches to Structuring Sharia-Compliant Financial Products for Global Markets. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), pp.615-624. DOI: 10.54660/IJMRGE.2023.4.1.615-624.
  8. Abiola-Adams, O., Azubuike, C., Sule, A.K. & Okon, R., 2023.Risk Management and Hedging Techniques in Islamic Finance: Addressing Market Volatility without Conventional Derivatives. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), pp.625-634. DOI: 10.54660 /IJMRGE. 2023.4.1.625-634.
  9. Abiola-Adams, O., Nwani, S., Abiola-Adams, O., Otokiti, B. O., & Ogeawuchi, J. C. (2020). Building operational readiness assessment models for micro, small, and medium enterprises seeking government-backed financing. Journal of Frontiers in Multidisciplinary Research, 1(1), 38–43.
  10. Abisoye, A. (2023). AI Literacy in STEM Education: Policy Strategies for Preparing the Future Workforce.
  11. Abisoye, A., & Akerele, J. I. (2022). A practical framework for advancing cybersecurity, artificial intelligence and technological ecosystems to support regional economic development and innovation. International Journal of Multidisciplinary Research and Growth Evaluation, 3(1), 700–713.
  12. Adaga, E. M., Okorie, G. N., Egieya, Z. E., Ikwue, U., Udeh, C. A., DaraOjimba, D. O., & Oriekhoe, O. I. (2023). The role of big data in business strategy: A critical review. Computer Science & IT Research Journal, 4(3), 327-350.
  13. Adebisi, B., Aigbedion, E., Ayorinde, O. B., & Onukwulu, E. C. (2023). A conceptual model for optimizing asset lifecycle management using digital twin technology for predictive maintenance and performance enhancement in oil & gas. International Journal of Advances in Engineering and Management, 2(1), 32-41.
  14. Adekaujo, I.O Fakeyede, O.G Udeh, C.A and Daraojimba, C. (2023) The Digital Evolution in Hospitality: A Global Review and Its Potential Transformative Impact on U.S Tourism: International Journal of Applied Research in Social Sciences 5(10) 440-462
  15. Adekuajo, I.O Udeh, C.A Abdul, A.A Ihemereze, K.C Nnabugwu, O.C and Daraojimba, C. (2023) Crisis Marketing in The FMCG Sector: A Review of Strategies Nigerian Brands Employed During The Covid-19 Pandemic: International Journal of Management and Entrepreneurship Research 5(12) 952-977
  16. Adekunle, B. I., Chukwuma-Eke, E. C., Balogun, E. D., & Ogunsola, K. O. (2021). A predictive modeling approach to optimizing business operations: A case study on reducing operational inefficiencies through machine learning. International Journal of Multidisciplinary Research and Growth Evaluation, 2(1), 791–799.
  17. Adekunle, B. I., Chukwuma-Eke, E. C., Balogun, E. D., & Ogunsola, K. O. (2023). Integrating AI-driven risk assessment frameworks in financial operations: A model for enhanced corporate governance. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 9(6), 445–464.
  18. Adekunle, B. I., Chukwuma-Eke, E. C., Balogun, E. D., & Ogunsola, K. O. (2023). Improving customer retention through machine learning: A predictive approach to churn prevention and engagement strategies. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 9(4), 507-523.
  19. Adekunle, B. I., Chukwuma-Eke, E. C., Balogun, E. D., & Ogunsola, K. O. (2023). Developing a digital operations dashboard for real-time financial compliance monitoring in multinational corporations. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 9(3), 728-746.
  20. Adelusi, B.S., Uzoka, A.C., Hassan, Y.G. & Ojika, F.U., 2023.Reviewing Data Governance Strategies for Privacy and Compliance in AI-Powered Business Analytics Ecosystems. Gyanshauryam, International Scientific Refereed Research Journal, 6(4), pp.101-118.
  21. Adenuga, T., Ayobami, A. T., & Okolo, F. C. (2019). Laying the groundwork for predictive workforce planning through strategic data analytics and talent modeling. IRE Journals, 3(3), 159–161.
  22. Adepoju, A. H., Austin-Gabriel, B., Eweje, A., & Collins, A. (2022). Advancing monitoring and alert systems: A proactive approach to improving reliability in complex data ecosystems. IRE Journals, 5(11), 281–282.
  23. Adepoju, A. H., Eweje, A., Collins, A., & Hamza, O. (2023). Developing strategic roadmaps for data-driven organizations: A model for aligning projects with business goals. Int J Multidiscip Res Growth Eval, 4(6), 1128-1140.
  24. Adesemoye, O. E., Chukwuma-Eke, E. C., Lawal, C. I., Isibor, N. J., Akintobi, A. O., & Ezeh, F. S. (2022). A conceptual framework for integrating data visualization into financial decision-making for lending institutions. International Journal of Management and Organizational Research, 1(1), 171–183.
  25. Adesemoye, O. E., Chukwuma-Eke, E. C., Lawal, C. I., Isibor, N. J., Akintobi, A. O., & Ezeh, F. S. (2023). Valuing intangible assets in the digital economy: A conceptual advancement in financial analysis models. International Journal of Social Science Exceptional Research, 2(1), 277–291. https://doi.org/10.54660/IJSSER.2023.2.1.277-291
  26. Adesemoye, O. E., Chukwuma-Eke, E. C., Lawal, C. I., Isibor, N. J., Akintobi, A. O., & Ezeh, F. S. (2023). Optimizing SME banking with data analytics for economic growth and job creation. International Journal of Social Science Exceptional Research, 2(1), 262–276.
  27. Adewale, T. T., Ewim, C. P. M., Azubuike, C., Ajani, O. B., & Oyeniyi, L. D. (2022). Leveraging blockchain for enhanced risk management: Reducing operational and transactional risks in banking systems. GSC Advanced Research and Reviews, 10(1), 182–188.
  28. Adewale, T. T., Olorunyomi, T. D., & Odonkor, T. N. (2023). Big data-driven financial analysis: A new paradigm for strategic insights and decision-making.
  29. Adewale, T. T., Olorunyomi, T. D., & Odonkor, T. N. (2023). Valuing intangible assets in the digital economy: A conceptual advancement in financial analysis models. Int J Frontline Res Multidiscip Stud, 2(1), 027-046.
  30. Adewoyin, M. A., Ogunnowo, E. O., Fiemotongha, J. E., Igunma, T. O., & Adeleke, A. K. (2020). A conceptual framework for dynamic mechanical analysis in high-performance material selection. IRE Journals, 4(5), 137–144.
  31. Adewoyin, M. A., Ogunnowo, E. O., Fiemotongha, J. E., Igunma, T. O., & Adeleke, A. K. (2020). Advances in thermofluid simulation for heat transfer optimization in compact mechanical devices. IRE Journals, 4(6), 116–124.
  32. Adewoyin, M.A., Ogunnowo, E.O., Fiemotongha, J.E., Igunma, T.O. & Adeleke, A.K., 2023.Systematic Review of AI-Augmented Corrosion Modeling Techniques in Infrastructure and Manufacturing Systems. Journal of Frontiers in Multidisciplinary Research, 4(1), pp.362-380. DOI: 10.54660/.JFMR.2023.4.1.362-380.
  33. Adewumi, A., Nwaimo, C.S., Ajiga, D., Agho, M.O. & Iwe, K.A., 2023.  AI and data analytics for sustainability: A strategic framework for risk management in energy and business. International Journal of Science and Research Archive, 8(2), pp.767–773. DOI: 10.30574/ijsra.2023.8.2.0158.
  34. Adewuyi, A., Ajuwon, A., Oladuji, T.J. & Akintobi, A.O. (2023) ‘Advances in Financial Inclusion Models: Expanding Access to Credit through AI and Data Analytics’, International Journal of Advanced Multidisciplinary Research and Studies, 3(6), pp. 1827–1842. ISSN: 2583-049X
  35. Adewuyi, A., Oladuji, T. J., Ajuwon, A., & Nwangele, C. R. (2020). A conceptual framework for financial inclusion in emerging economies: Leveraging AI to expand access to credit. IRE Journals, 4(1), 222–236.
  36. Adewuyi, A., Oladuji, T. J., Ajuwon, A., & Onifade, O. (2021). A conceptual framework for predictive modeling in financial services: Applying AI to forecast market trends and business success. IRE Journals, 5(6), 426–439.
  37. Adewuyi, A., Onifade, O., Ajuwon, A., & Akintobi, A. O. (2022). A Conceptual Framework for integrating AI and predictive analytics into African financial market risk management. International Journal of Management and Organizational Research, 1(2), 117–126.
  38. Adikwu, F.E., Ozobu, C.O., Odujobi, O., Onyekwe, F.O. & Nwulu, E.O., 2023. Advances in EHS Compliance: A Conceptual Model for Standardizing Health, Safety, and Hygiene Programs Across Multinational Corporations. IRE Journals, 7(5). DOI: Not available.
  39. Afolabi, S. O., & Akinsooto, O. (2023). Conceptual framework for mitigating cracking in superalloy structures during wire arc additive manufacturing (WAAM). Int J Multidiscip Compr Res. Available from: https://www. allmultidisciplinaryjournal. com/uploads/archives/20250123172459_MGE-2025-1-190.1. pdf.
  40. Agboola, O.A., Ogbuefi, E., Abayomi, A.A., Ogeawuchi, J.C., Akpe, O.E. and Owoade, S. (2023) 'Systematic Review of AI-Driven Data Integration for Enabling Smarter E-Commerce Analytics and Consumer Insights', International Journal of Advanced Multidisciplinary Research and Studies, 3(6), pp. 1573-1581.
  41. Agboola, O.A., Ogeawuchi, J.C., Gbenle, T.P., Abayomi, A.A. and Uzoka, A.C., (2023) ‘Advances in Risk Assessment and Mitigation for Complex Cloud-Based Project Environments’, Journal of Frontiers in Multidisciplinary Research, 6(1), pp.309-320.
  42. Ajiga, D. I., Hamza, O., Eweje, A., Kokogho, E., & Odio, P. E. (2021). Machine learning in retail banking for financial forecasting and risk scoring. IJSRA, 2(4), 33–42.
  43. Ajuwon, A., Adewuyi, A., Oladuji, T.J. & Akintobi, A.O. (2023) ‘A Model for Strategic Investment in African Infrastructure: Using AI for Due Diligence and Portfolio Optimization’, International Journal of Advanced Multidisciplinary Research and Studies, 3(6), pp. 1811–1826. ISSN: 2756-452X
  44. Ajuwon, A., Onifade, O., Oladuji, T. J., & Akintobi, A. O. (2020). Blockchain-Based Models for Credit and Loan System Automation in Financial Institutions. IRE Journals, 3(10), 364–381.
  45. Akinbola, O. A., Otokiti, B. O., Akinbola, O. S., & Sanni, S. A. (2020). Nexus of Born Global Entrepreneurship firms and economic development in Nigeria. Ekonomicko-manazerske Spektrum, 14(1), 52–64.
  46. Akpe, O. E. E., Kisina, D., Owoade, S., Uzoka, A. C., Ubanadu, B. C., & Daraojimba, A. I. (2022). Systematic review of application modernization strategies using modular and service-oriented design principles. International Journal of Multidisciplinary Research and Growth Evaluation, 2(1), 995–1001.
  47. Akpe, O. E. E., Mgbame, A. C., Ogbuefi, E., Abayomi, A. A., & Adeyelu, O. O. (2020). Bridging the business intelligence gap in small enterprises: A conceptual framework for scalable adoption. IRE Journals, 4(2), 159–161.
  48. Ashiedu, B. I., Ogbuefi, E., Nwabekee, U. S., Ogeawuchi, J. C., & Abayomis, A. A. (2021). Leveraging real-time dashboards for strategic KPI tracking in multinational finance operations. IRE Journals, 4(8), 189–194.
  49. Atalor, S. I. (2023). Building a geo-analytic public health dashboard for tracking cancer drug deserts in U.S. counties, International Medical Science Research Journal Volume 4, Issue 11, Fair East Publishers DOI: 10.51594/imsrj.v4i11.1932
  50. Atalor, S. I., Ijiga, O. M., & Enyejo, J. O. (2023). Harnessing Quantum Molecular Simulation for Accelerated Cancer Drug Screening. International Journal of Scientific Research and Modern Technology, 2(1), 1–18. https://doi.org/10.38124/ijsrmt.v2i1.502
  51. Austin-Gabriel, B., Hussain, N. Y., Ige, A. B., Adepoju, P. A., Amoo, O. O., & Afolabi, A. I. (2021). Advancing zero trust architecture with AI and data science for enterprise cybersecurity frameworks. Open Access Research Journal of Engineering and Technology, 1(01), 047–055.
  52. Benson, C. E., Okolo, C. H., & Oke, O. (2022). Predicting and analyzing media consumption patterns: A conceptual approach using machine learning and big data analytics. IRE Journals, 6(3), 287–295.
  53. Benson, C. E., Okolo, C. H., & Oke, O. (2023). Enhancing Audience Engagement through Predictive Analytics: AI Models for Improving Content Interactions and Retention. Shodhshauryam, International Scientific Refereed Research Journal, 6(4), 121–134. https://doi.org/10.32628/SHISRRJ
  54. Bhola, R., Onyeka, U., & Clark, S. (2019). Integrated seismic workflow for complex carbonate reservoirs: A Western Desert case study. Journal of Petroleum Geoscience, 24(2), 122–135.
  55. Bihani, D., Ubamadu, B. C., Daraojimba, A. I., Osho, G. O., & Omisola, J. O. (2021). AI-enhanced blockchain solutions: Improving developer advocacy and community engagement through data-driven marketing strategies. Iconic Res Eng J, 4(9).
  56. Chianumba, E. C., Ikhalea, N. U. R. A., Mustapha, A. Y., Forkuo, A. Y., & Osamika, D. A. M. I. L. O. L. A. (2022). Developing a framework for using AI in personalized medicine to optimize treatment plans. Journal of Frontiers in Multidisciplinary Research, 3(1), 57–71.
  57. Chima, O. K., Ojonugwa, B. M., & Ezeilo, O. J. (2022). Integrating ethical AI into smart retail ecosystems for predictive personalization. International Journal of Scientific Research in Engineering and Technology, 9(9), 68–85.
  58. Collins, A., Hamza, O., & Eweje, A. (2022). CI/CD pipelines and BI tools for automating cloud migration in telecom core networks: A conceptual framework. IRE Journals, 5(10), 323–324.
  59. Daraojimba, A. I., Ubamadu, B. C., Ojika, F. U., Owobu, O., Abieba, O. A., & Esan, O. J. (2021). Optimizing AI models for crossfunctional collaboration: A framework for improving product roadmap execution in agile teams. IRE Journals, 5(1), 14.
  60. Dienagha, I. N., Onyeke, F. O., Digitemie, W. N., & Adekunle, M. (2021). Strategic reviews of greenfield gas projects in Africa: Lessons learned for expanding regional energy infrastructure and security. Open Access Research Journal of Multidisciplinary Studies, 1(2), 117–131.
  61. Egbuhuzor, N. S., Ajayi, A. J., Akhigbe, E. E., Ewim, C. P. M., & Ajiga, D. I. (2021). Cloud-based CRM systems: Revolutionizing customer engagement in the financial sector with artificial intelligence. International Journal of Science and Research Archive, 3(1), 215–234.
  62. Funmi Ogunwole, Ogunwole, O., Onukwulu, E. C., Sam-Bulya, N. J., Joel, M. O., & Achumie, G. O. (2022). Optimizing automated pipelines for real-time data processing in digital media and eCommerce. International Journal of Multidisciplinary Research and Growth Evaluation, 3(1), 112–120.
  63. Gbabo, E. Y., Okenwa, O. K., Adeoye, O., Ubendu, O. N., & Obi, I. (2022). Production restoration following long-term community crisis: A case study of Well X in ABC Field, onshore Nigeria. SPE Conference Paper SPE-212039-MS.
  64. Gil-Ozoudeh, I., Iwuanyanwu, O., Okwandu, A. C., & Ike, C. S. (2022). The role of passive design strategies in enhancing energy efficiency in green buildings. Engineering and Technology Journal, 3(2), 71–91.
  65. Hassan, Y. G., Collins, A., Babatunde, G. O., Alabi, A. A., & Mustapha, S. D. (2021). AI-driven intrusion detection and threat modeling to prevent unauthorized access in smart manufacturing networks. Artificial Intelligence (AI), 16.
  66. Hassan, Y. G., Collins, A., Babatunde, G. O., Alabi, A. A., & Mustapha, S. D. (2023). Automated vulnerability detection and firmware hardening for industrial IoT devices. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), 697-703.
  67. Hussain, N. Y., Austin-Gabriel, B., Ige, A. B., Adepoju, P. A., Amoo, O. O., & Afolabi, A. I. (2021). AI-driven predictive analytics for proactive security and optimization in critical infrastructure systems. Open Access Research Journal of Science and Technology, 2(02), 006–015.
  68. ILORI, O., Lawal, C. I., Friday, S. C., Isibor, N. J., & Chukwuma-Eke, E. C. (2020). Blockchain-based assurance systems: Opportunities and limitations in modern audit engagements. Unknown Journal.
  69. Ilori, O., Lawal, C. I., Friday, S. C., Isibor, N. J., & Chukwuma-Eke, E. C. (2023). A framework for Environmental, Social, and Governance (ESG) auditing: Bridging gaps in global reporting standards. International Journal of Social Science Exceptional Research, 2(1), 231-248.
  70. Isibor, N. J., Ewim, C. P. M., Ibeh, A. I., Achumie, G. O., Adaga, E. M., & Sam-Bulya, N. J. (2023). A business continuity and risk management framework for SMEs: Strengthening crisis preparedness and financial stability. International Journal of Social Science Exceptional Research, 2(1), 164-171.
  71. Isong, D. E., Daramola, G. O., Ezeh, M. O., Agho, M. O., & Iwe, K. A. (2023). Sustainability and carbon capture in the energy sector: A holistic framework for environmental innovation.
  72. Iwe, K. A., Daramola, G. O., Isong, D. E., Agho, M. O., & Ezeh, M. O. (2023). Real-time monitoring and risk management in geothermal energy production: ensuring safe and efficient operations. Journal Name Missing.
  73. Izuka, U., Ojo, G. G., Ayodeji, S. A., Ndiwe, T. C., & Ehiaguina, V. E. (2023). Powering rural healthcare with sustainable energy: a global review of solar solutions. Engineering Science & Technology Journal, 4(4), P-No.
  74. KELVIN-AGWU, M. C., MUSTAPHA, A. Y., MBATA, A. O., TOMOH, B. O., YEBOAH, A., & FORKUO, T. O. K. (2023). A policy framework for strengthening public health surveillance systems in emerging economies. Journal Name Missing.
  75. Kisina, D., Akpe, O. E. E., Owoade, S., Ubanadu, B. C., Gbenle, T. P., & Adanigbo, O. S. (2022). Advances in continuous integration and deployment workflows across multi-team development pipelines. International Journal of Multidisciplinary Research and Growth Evaluation, 2(1), 990–994.
  76. Kisina, D., Akpe, O.E., Owoade, S., Ubanadu, B.C., Gbenle, T.P. & Adanigbo, O.S., 2023.Advances in CI/CD Pipeline Resilience for Airline Reservation and Customer Experience Systems. International Journal of Multidisciplinary Research and Growth Evaluation, 4(2), pp.656–663. DOI: .
  77. Kisina, D., Ochuba, N. A., Owoade, S., Uzoka, A. C., Gbenle, T. P., & Adanigbo, O. S. (2023). A conceptual framework for scalable microservices in real-time airline operations platforms. IRE Journals, 6(8), 344–349. https://irejournals.com/paper-details/1708125
  78. Kokogho, E., Adeniji, I. E., Olorunfemi, T. A., Nwaozomudoh, M. O., Odio, P. E., & Sobowale, A. (2023). Framework for effective risk management strategies to mitigate financial fraud in Nigeria's currency operations. International Journal of Management and Organizational Research, 2(6), 209-222.
  79. Kolawole, T. O., Mustapha, A. Y., Mbata, A. O., Tomoh, B. O., Forkuo, A. Y., & Kelvin-Agwu, M. C. (2023). Innovative strategies for reducing antimicrobial resistance: A review of global policy and practice. Journal Name Missing.
  80. Komi, L. S., Mustapha, A. Y., Forkuo, A. Y., & Osamika, D. (2023). Assessing the impact of digital health records on rural clinic efficiency in Nigeria. GABR Journal of Advanced Health Informatics, 3(2), 98–104.
  81. Komi, L. S., Mustapha, A. Y., Forkuo, A. Y., & Osamika, D. (2023). Exploring the socio-economic implications of health data privacy violations in low-income communities. Computer Science and IT Research Journal, 12(6), 85–93.
  82. Kufile, O.T., Otokiti, B.O., Onifade, A.Y., Ogunwale, B. & Okolo, C.H., 2023. Modeling Customer Retention Probability Using Integrated CRM and Email Analytics. International Scientific Refereed Research Journal, 6(4), pp.78-100.
  83. Kufile, O.T., Otokiti, B.O., Onifade, A.Y., Ogunwale, B. & Okolo, C.H., 2023. Leveraging Cross-Platform Consumer Intelligence for Insight-Driven Creative Strategy. International Scientific Refereed Research Journal, 6(2), pp.116-133. DOI:
  84. Lottu, O. A., Ehiaguina, V. E., Ayodeji, S. A., Ndiwe, T. C., & Izuka, U. (2023). Global review of solar power in education: initiatives, challenges, and benefits. Engineering Science & Technology Journal, 4(4), 209-221.
  85. Nwabekee, U.S., Ogeawuchi, J.C., Abayomi, A.A., Agboola, O.A. and George, O.O., (2023) ‘A Conceptual Framework for Data-Informed Gig Economy Infrastructure Development in Last-Mile Delivery Systems’, Journal of Frontiers in Multidisciplinary Research, 4(2), pp.82-97.
  86. Nwangele, C. R., Adewuyi, A., Ajuwon, A., & Akintobi, A. O. (2021). Advances in sustainable investment models: Leveraging AI for social impact projects in Africa. International Journal of Multidisciplinary Research and Growth Evaluation, 2(2), 307–318.
  87. Nwangele, C.R., Adewuyi, A., Oladuji, T.J. & Ajuwon, A. (2023) ‘A Model for Scalable Financial Systems in Africa: Integrating AI and Automation in Financial Services’, International Journal of Social Science Exceptional Research, 2(2), pp. 70–87. ISSN: 2583-8261. DOI:
  88. Nwani, S., Abiola-Adams, O., Otokiti, B.O. & Ogeawuchi, J.C. (2023) Developing Capital Expansion and Fundraising Models for Strengthening National Development Banks in African Markets, International Journal of Scientific Research in Science and Technology, 10(4), pp. 741-751.
  89. Nwani, S., Abiola-Adams, O., Otokiti, B.O., & Ogeawuchi, J.C., 2023.Constructing Revenue Growth Acceleration Frameworks through Strategic Fintech Partnerships in Digital E-Commerce Ecosystems. International Journal of Advanced Multidisciplinary Research and Studies, 3(6), pp.1780–1785.
  90. Ochuba, N.A., Kisina, D., Adanigbo, O.S., Uzoka, A.C., Akpe, O.E. & Gbenle, T.P., 2023.Systematic Review of Infrastructure as Code (IaC) and GitOps for Cloud Automation and Governance. International Journal of Multidisciplinary Research and Growth Evaluation, 4(2), pp.664–670. DOI: .
  91. Odofin, O.T., Adekunle, B.I., Ogbuefi, E., Ogeawuchi, J.C., Adanigbo, O.S. and Gbenle, T.P. (2023) ‘Improving Healthcare Data Intelligence through Custom NLP Pipelines and Fast API Micro services’, Journal of Frontiers in Multidisciplinary Research, 4(1), pp.390-397.
  92. Odogwu, R., Ogeawuchi, J.C., Abayomi, A.A., Agboola, O.A. and Owoade, S. (2023) 'Optimizing Business Process Automation with AI: A Framework for Maximizing Strategic ROI', International Journal of Management and Organizational Research, 2(3), pp. 44-54.
  93. Odogwu, R., Ogeawuchi, J.C., Abayomi, A.A., Agboola, O.A. and Owoade, S. (2023) ‘Bridging the Gap between Data Science and Decision Makers: A Review of Augmented Analytics in Business Intelligence.’ International Journal of Management and Organizational Research, 2(3), pp.61-69. DOI:
  94. Odogwu, R., Ogeawuchi, J.C., Abayomi, A.A., Agboola, O.A. and Owoade, S. (2023) ‘Real-Time Streaming Analytics for Instant Business Decision-Making: Technologies, Use Cases, and Future Prospects’, Journal of Frontiers in Multidisciplinary Research, 4(1), pp.381-389. DOI:
  95. Ogbuefi, E., Mgbame, A. C., Akpe, O. E. E., Abayomi, A. A., & Adeyelu, O. O. (2023). Data literacy and BI tool adoption among small business owners in rural markets. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 9(4), 537–563.
  96. Ogbuefi, E., Ogeawuchi, J.C., Ubanadu, B.C., Agboola, O.A. & Akpe, O.E., 2023.Systematic Review of Integration Techniques in Hybrid Cloud Infrastructure Projects. International Journal of Advanced Multidisciplinary Research and Studies, 3(6), pp.1634–1643. DOI: 10.5281/zenodo.10908482.
  97. Ogeawuchi, J.C., Abayomi, A.A., Uzoka, A.C., Odofin, O.T., Adanigbo, O.S. and Gbenle, T.P.  (2023) ‘Designing Full-Stack Healthcare ERP Systems with Integrated Clinical, Financial, and Reporting Modules’, Journal of Frontiers in Multidisciplinary Research, 4(1), pp.406-414. Available at:
  98. Ogeawuchi, J.C., Ajayi, O.O., Daraojimba, A.I., Agboola, O.A., Alozie, C.E. and Owoade, S. (2023) 'A Conceptual Framework for Building Robust Data Governance and Quality Assurance Models in Multi-Cloud Analytics Ecosystems', International Journal of Advanced Multidisciplinary Research and Studies, 3(6), pp. 1589-1595.
  99. Ogeawuchi, J.C., Akpe, O.E., Abayomi, A.A. and Agboola, O.A., (2023) ‘Systematic Review of Sentiment Analysis and Market Research Applications in Digital Platform Strategy’, Journal of Frontiers in Multidisciplinary Research, 4(1), pp.269-274.
  100. Ogunnowo, E., Awodele, D., Parajuli, V., & Zhang, N. (2023, October). CFD Simulation and Optimization of a Cake Filtration System. In ASME International Mechanical Engineering Congress and Exposition (Vol. 87660, p. V009T10A009). American Society of Mechanical Engineers.
  101. Ogunnowo, E.O., Adewoyin, M.A., Fiemotongha, J.E., Igunma, T.O. & Adeleke, A.K., 2023.Conceptual Framework for Reliability-Centered Design of Mechanical Components Using FEA and DFMEA Integration. Journal of Frontiers in Multidisciplinary Research, 4(1) , pp.342-361. DOI : 10.54660/.JFMR.2023.4.1.342-361
  102. Ogunwole, O., Onukwulu, E. C., Joel, M. O., Adaga, E. M., & Ibeh, A. I. (2023). Modernizing legacy systems: A scalable approach to next-generation data architectures and seamless integration. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), 901-909.
  103. Ogunwole, O., Onukwulu, E. C., Joel, M. O., Ibeh, A. I., & Ewin, C. P. M. (2023). Advanced data governance strategies: Ensuring compliance, security, and quality at enterprise scale. International Journal of Social Science Exceptional Research, 2(1), 156-163.
  104. Ogunwole, O., Onukwulu, E.C., Joel, M.O., Adaga, E.M. & Achumie, G.O., 2023.  Strategic Roadmaps for AI-Driven Data Governance: Aligning Business Intelligence with Organizational Goals. International Journal of Management and Organizational Research, 2(1), pp.151-160. DOI: .
  105. Oke, O., Awoyemi, O., & Atobatele, F. A. (2023). The Digital Communication and Media Empowerment Framework: A Pathway for Youth Economic and Social Inclusion. International Journal of Scientific Research in Science and Technology, 10(4), 752–772. https://doi.org/10.32628/IJSRST
  106. Oke, O., Awoyemi, O., & Atobatele, F. A. (2023). The Public Relations and Perception Management Model for Youth-Centered Criminal Justice Reform. International Journal of Multidisciplinary Research and Growth Evaluation, 4(2), 792–801. https://doi.org/10.54660/.IJMRGE.2023.4.2.792-801
  107. Oke, O., Awoyemi, O., & Atobatele, F. A. (2023). The Rehabilitation through Media and Communication (RMC) Model: A Strategy for Correctional Education and Reintegration. International Journal of Advanced Multidisciplinary Research and Studies, 3(6), 1786–1795.
  108. Oladuji, T.J., Adewuyi, A., Nwangele, C.R. & Ajuwon, A. (2023) ‘AI-Driven Solutions for Payment System Automation: Transforming Credit Scoring and Underwriting Models’, Gyanshauryam International Scientific Refereed Research Journal, 6(5), pp. 67–100. ISSN: 2582-0095.
  109. Oladuji, T.J., Akintobi, A.O., Nwangele, C.R. & Ajuwon, A. (2023) ‘A Model for Leveraging AI and Big Data to Predict and Mitigate Financial Risk in African Markets’, International Journal of Advanced Multidisciplinary Research and Studies, 3(6), pp. 1843–1859. ISSN: 2583-049X
  110. Olajide, J.O., Otokiti, B.O., Nwani, S., Ogunmokun, A.S., Adekunle, B.I. & Fiemotongha, J.E., 2023.Real-Time Financial Variance Analysis Models for Procurement and Material Cost Monitoring. Gyanshauryam, International Scientific Refereed Research Journal, 6(5), pp.115-125. DOI:
  111. Olajide, J.O., Otokiti, B.O., Nwani, S., Ogunmokun, A.S., Adekunle, B.I. & Fiemotongha, J.E., 2023.Cross-Functional Finance Partnership Models for Strategic P&L and Forecast Ownership in Multinational Supply Chains. Gyanshauryam, International Scientific Refereed Research Journal, 6(5), pp.101-114. DOI:
  112. Olasunbo Olajumoke Fagbore, Jeffrey Chidera Ogeawuchi, Oluwatosin Ilori, Ngozi Joan Isibor, Azeez Odetunde and Bolaji Iyanu Adekunle, (2023) ‘Designing Scalable Regulatory Reporting Architecture for FINRA and SEC-Registered Firms’, International Journal of Management and Organizational Research, 2(2), pp.165-182.
  113. Olawale, H.O., Isibor, N.J. & Fiemotongha, J.E., 2023.Predictive Compliance Analytics Framework Using AI and Business Intelligence for Early Risk Detection. International Journal of Management and Organizational Research, 2(2), pp.190-195. DOI: 10.54660/IJMOR.2023.2.2.183-189.
  114. Oluoha, O.M., Odeshina, A., Reis, O., Okpeke, F., Attipoe, V. & Orieno, O.H., 2023.  A Privacy-First Framework for Data Protection and Compliance Assurance in Digital Ecosystems. IRE Journals, 7(4), pp.620-622.
  115. Oluoha, O.M., Odeshina, A., Reis, O., Okpeke, F., Attipoe, V. & Orieno, O.H., 2023.Developing Compliance-Oriented Social Media Risk Management Models to Combat Identity Fraud and Cyber Threats. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), pp.1055-1073. DOI: .
  116. Oluoha, O.M., Odeshina, A., Reis, O., Okpeke, F., Attipoe, V. & Orieno, O.H., 2023.Optimizing Business Decision-Making Using AI-Driven Financial Intelligence Systems. IRE Journals, 6(7), pp.260-263.
  117. Olurin, J. O., Gidiagba, J. O., Ehiaguina, V. E., Ndiwe, T. C., Ojo, G. G., & Ogunjobi, O. A. (2023). Safety, quality control, and sustainability in construction: Exploring the nexus–a review. Engineering Heritage Journal, 7(1), 72-93.
  118. Olurin, J. O., Gidigba, J. O., Ehiaguina, V. E., Ndiwe, T. C., Ayodeji, S. A., Banso, A. A., ... & Ojo, G. G. (2023). Engineering Innovations And Sustainable Entrepreneurship: A Comprehensive Literature Review. Materials & Corrosion Engineering Management (MACEM), 4(2), 62-71.
  119. Omisola, J. O., Bihani, D., Daraojimba, A. I., Osho, G. O., Ubamadu, B. C., & Etukudoh, E. A. (2023). 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, 4.
  120. Omisola, J. O., Etukudoh, E. A., Okenwa, O. K., & Tokunbo, G. I. (2020). Innovating project delivery and piping design for sustainability in the oil and gas industry: A conceptual framework. Perception, 24, 28–35.
  121. Omisola, J. O., Etukudoh, E. A., Okenwa, O. K., & Tokunbo, G. I. (2020). Geosteering real-time geosteering optimization using deep learning algorithms: Integration of deep reinforcement learning in real-time well trajectory adjustment to maximize. Unknown Journal.
  122. Omisola, J. O., Etukudoh, E. A., Okenwa, O. K., Olugbemi, G. I. T., & Ogu, E. (2020). 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.
  123. Omisola, J. O., Shiyanbola, J. O., & Osho, G. O. (2020). A predictive quality assurance model using Lean Six Sigma: Integrating FMEA, SPC, and root cause analysis for zero-defect production systems. SPC.
  124. Omisola, J. O., Shiyanbola, J. O., & Osho, G. O. (2023). A KPI-Driven Decision Intelligence Model: Using Integrated Dashboards to Enhance Strategic Operational Control in Advanced Manufacturing.
  125. Omisola, J. O., Shiyanbola, J. O., & Osho, G. O. (2023). A Process Automation Framework for Smart Inventory Control: Reducing Operational Waste through JIRA-Driven Workflow and Lean Practices.
  126. Onaghinor, O., Uzozie, O. T., Esan, O. J., Etukudoh, E. A., & Omisola, J. O. (2021). Predictive modeling in procurement: A framework for using spend analytics and forecasting to optimize inventory control. IRE Journals, 5(6), 312–314.
  127. Onaghinor, O., Uzozie, O. T., Esan, O. J., Osho, G. O., & Omisola, J. O. (2021). Resilient supply chains in crisis situations: A framework for cross-sector strategy in healthcare, tech, and consumer goods. IRE Journals, 4(11), 334–335.
  128. Onalaja, A. E., & Otokiti, B. O. (2023). The Power of Media Sponsorships in Entertainment Marketing: Enhancing Brand Recognition and Consumer Engagement.
  129. Onifade, A.Y., Dosumu, R.E., Abayomi, A.A., Agboola, O.A. & George, O.O., 2023.Advances in Campaign Performance Measurement Using Multi-Variable Regression Analysis Techniques. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), pp.1289–1299. DOI:
  130. Onifade, A.Y., Ogeawuchi, J.C. & Abayomi, A.A. (2023) 'Advances in Digital Transformation Strategy Through IT-Business Alignment in Growth Enterprises', International Journal of Management and Organizational Research, 2(2), pp. 151-164.
  131. Ononiwu, M., Azonuche, T. I., & Enyejo, J. O. (2023). Exploring Influencer Marketing Among Women Entrepreneurs using Encrypted CRM Analytics and Adaptive Progressive Web App Development. International Journal of Scientific Research and Modern Technology, 2(6), 1–13. https://doi.org/10.38124/ijsrmt.v2i6.562
  132. Ononiwu, M., Azonuche, T. I., Imoh, P. O. &  Enyejo, J. O. (2023). Exploring SAFe Framework Adoption for Autism-Centered Remote Engineering with Secure CI/CD and Containerized Microservices Deployment International Journal of Scientific Research in Science and Technology Volume 10, Issue 6 doi : https://doi.org/10.32628/IJSRST
  133. Ononiwu, M., Azonuche, T. I., Okoh, O. F., & Enyejo, J. O. (2023). AI-Driven Predictive Analytics for Customer Retention in E-Commerce Platforms using Real-Time Behavioral Tracking. International Journal of Scientific Research and Modern Technology, 2(8), 17–31. https://doi.org/10.38124/ijsrmt.v2i8.561
  134. Ononiwu, M., Azonuche, T. I., Okoh, O. F.. &  Enyejo, J. O. (2023). Machine Learning Approaches for Fraud Detection and Risk Assessment in Mobile Banking Applications and Fintech Solutions International Journal of Scientific Research in Science, Engineering and Technology Volume 10, Issue 4 doi : https://doi.org/10.32628/IJSRSET
  135. Onukwulu, E. C., Fiemotongha, J. E., Igwe, A. N., & Ewim, C. P. M. (2023). Mitigating market volatility: Advanced techniques for enhancing stability and profitability in energy commodities trading. International Journal of Management and Organizational Research, 3(1), 131-148.
  136. Onukwulu, E. C., Fiemotongha, J. E., Igwe, A. N., & Paul-Mikki, C. (2023). The Role of Blockchain and AI in the Future of Energy Trading: A Technological Perspective on Transforming the Oil & Gas Industry by 2025. Methodology, 173.
  137. Onyeke, F. O., Digitemie, W. N., Adekunle, M. U. S. A., & Adewoyin, I. N. D. (2023). Design thinking for SaaS product development in energy and technology: Aligning usercentric solutions with dynamic market demands.
  138. Orieno, O. H., Oluoha, O. M., Odeshina, A., Reis, O., Okpeke, F., & Attipoe, V. (2021). Project management innovations for strengthening cybersecurity compliance across complex enterprises. Open Access Research Journal of Multidisciplinary Studies, 2(1), 871–881.
  139. Osho, G. O., Omisola, J. O., & Shiyanbola, J. O. (2020). An Integrated AI-Power BI Model for real-time supply chain visibility and forecasting: A data-intelligence approach to operational excellence. Unknown Journal.
  140. Otokiti, B. O. (2023). Descriptive analysis of market segmentation and profit optimization through data visualization. International Journal of Entrepreneurship and Business, 5(2), 7-20.
  141. Otokiti, B. O., Igwe, A. N., Ewim, C. P. M., Ibeh, A. I., & Nwokediegwu, Z. S. (2023). A conceptual framework for financial control and performance management in Nigerian SMEs. Journal of Advance Multidisciplinary Research, 2(1), 57-76.
  142. Oyedokun, O. O. (2019). Green Human Resource Management Practices (GHRM) and Its Effect on Sustainable Competitive Edge in the Nigerian Manufacturing Industry: A Study of Dangote Nigeria Plc. MBA Dissertation, Dublin Business School.
  143. Oyeyipo, I., Attipoe, V., Mayienga, B. A., Onwuzulike, O. C., Ayodeji, D. C., Nwaozomudoh, M. O., ... & Ahmadu, J. (2023). A conceptual framework for transforming corporate finance through strategic growth, profitability, and risk optimization. International Journal of Advanced Multidisciplinary Research and Studies, 3(5), 1527-1538.
  144. Ozobu, C.O., Adikwu, F.E., Odujobi, O., Onyekwe, F.O., Nwulu, E.O. & Daraojimba, A.I., 2023. Leveraging AI and Machine Learning to Predict Occupational Diseases: A Conceptual Framework for Proactive Health Risk Management in High-Risk Industries. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), pp.928–938. DOI: 10.54660/.IJMRGE.2023.4.1.928-938.
  145. Ozobu, C.O., Onyekwe, F.O., Adikwu, F.E., Odujobi, O. & Nwulu, E.O., 2023. Developing a National Strategy for Integrating Wellness Programs into Occupational Safety and Health Management Systems in Nigeria: A Conceptual Framework. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), pp.914–927. DOI: 10.54660/.IJMRGE.2023.4.1.914-927.
  146. Sharma, A., Adekunle, B. I., Ogeawuchi, J. C., Abayomi, A. A., & Onifade, O. (2019). IoT-enabled Predictive Maintenance for Mechanical Systems: Innovations in real-time monitoring and operational excellence. IRE Journals, 2(12), 1–10.
  147. Sharma, A., Adekunle, B.I., Ogeawuchi, J.C., Abayomi, A.A. and Onifade, O., (2023) ‘AI-Driven Patient Risk Stratification Models in Public Health: Improving Preventive Care Outcomes through Predictive Analytics’. International Journal of Multidisciplinary Research and Growth Evaluation, 4(3), pp.1123-1130.
  148. Shiyanbola, J. O., Omisola, J. O., & Osho, G. O. (2023). An Agile Workflow Management Framework for Industrial Operations: Migrating from Email-Based Systems to Visual JIRA-Kanban Platforms.
  149. Tula, O. A., Babayeju, O., & Aigbedion, E. (2023). Implementing AI and ML to Strengthen Energy Sector Competence Verification. Future and Emerging Technologies in AI & ML, 2(2), 71-77.
  150. Ubamadu, B. C., Bihani, D., Daraojimba, A. I., Osho, G. O., Omisola, J. O., & Etukudoh, E. A. (2022). Optimizing smart contract development: A practical model for gasless transactions via facial recognition in blockchain. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), 978–989.
  151. Uzozie, O. T., Onaghinor, O., Esan, O. J., Osho, G. O., & Omisola, J. O. (2022). Global Supply Chain Strategy: Framework for managing cross-continental efficiency and performance in multinational operations. International Journal of Multidisciplinary Research and Growth Evaluation, 3(1), 938–943.
  152. Uzozie, O.T., Onaghinor, O., Esan, O.J., Osho, G.O., & Etukudoh, E.A., 2023.Transforming Procurement Practices with Automation: A Review of Blockchain and RPA Integration for Enhanced Supplier Risk Management. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), pp.1151-1157. DOI: 10.54660 /.IJMRGE. 2023.4.1.1151-1157
  153. Uzozie, O.T., Onaghinor, O., Esan, O.J., Osho, G.O., & Omisola, J.O., 2023.AI-Driven Supply Chain Resilience: A Framework for Predictive Analytics and Risk Mitigation in Emerging Markets. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), pp.1141-1150. DOI: 10.54660/.IJMRGE.2023.4.1.1141-1150
  154. Uzozie, O.T., Onukwulu, E.C., Olaleye, I.A., Makata, C.O., Paul, P.O. & Esan, O.J., 2023. Sustainable Investing in Asset Management: A Review of Current Trends and Future Directions. Engineering and Technology Journal, 4(1), pp.1049-1054. DOI: 10.54660/.IJMRGE.2023.4.1.1049-1054.

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2023-10-30

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Volume 9, Issue 5, September-October-2023

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Research Articles

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Nyaknno Umoren, Malvern Iheanyichukwu Odum, Iduate Digitemie Jason, Dazok Donald Jambol, " Developing a Framework for Real-Time Seismic Data Monitoring and Analysis : Leveraging Technology for Better Decision-Making and Exploration Outcomes" International Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 9, Issue 5, pp.574-597, September-October-2023.