Managed pressure drilling (MPD) represents a sophisticated system for maintaining wellbore head during drilling . This allows operators to accurately manage the bottomhole pressure, reducing the risk of reservoir damage and wasted time. MPD usually utilizes various tools , including pressure control units, to balance the wellbore and avoid influxes

A real-time fluid monitoring system operates a crucial role in optimizing and ensuring the safety of various industrial processes. These systems employ advanced sensor technologies to continuously monitor key variables such as flow rate, pressure, temperature, and composition. The acquired data is then processed in real-time to generate valuable in

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