Digitally enhancing safety barrier management for the energy industry

What are the digital advancements transforming how safety barrier management prevents hazardous events? Safety barriers rely on a range of constantly evolving technologies—artificial intelligence, machine learning, and digital twin modeling, for example—to predict failures, enhance monitoring, and optimize maintenance. And as these digital tools improve their ability to provide real-time data, test accurately, and manage deferrals, more and more operators are addressing safety risks before they even occur.