The oil and gas industry is generating huge amounts of records from drilling, extraction, and distribution. Utilizing such big data can unlock significant value. Firms are growing utilizing complex data processing and data science approaches to optimize processes, minimize outlays, and maximize performance. From proactive upkeep of vital machinery

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Maintaining wellbore integrity is crucial for the reliable operation of oil and gas wells. As wells age or encounter harsh environmental conditions, they can become susceptible to failure, potentially leading to production loss, reservoir contamination, and safety hazards. Reinforcement techniques offer a proven means of reducing these risks by str