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