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The oil and gas industry is undergoing a structural transformation driven by sustainability requirements, decarbonization policies, and the integration of alternative energy carriers such as hydrogen. In this context, ensuring the safety, reliability, and continuity of technological processes is critical, given the high-risk nature of hydrocarbon extraction, processing, and transport systems. Technological failures in oil and gas operations may generate cascading effects, including environmental pollution, greenho...