Leveraging machine learning to enhance instrumentation accuracy in oil and gas extraction

Computer Science & IT Research Journal, Journal Year: 2024, Volume and Issue: 5(6), P. 1335 - 1357

Published: June 7, 2024

The review explores the application of machine learning (ML) to improve accuracy instrumentation in oil and gas industry. paper discusses challenges faced how ML can be utilized address these challenges. It highlights benefits using ML, such as improved data accuracy, reduced maintenance costs, enhanced operational efficiency. also covers future prospects industry concludes with a call action for companies adopt technologies accuracy. In industry, accurate is crucial ensuring safe efficient operations. However, maintaining high levels challenging due factors environmental conditions, equipment aging, human error. Machine offers promising solution enhance by leveraging data-driven insights monitoring control systems. algorithms analyze large volumes from various sensors identify patterns anomalies that may indicate potential issues. By continuously new data, models adapt changing conditions their over time. This proactive approach help prevent failures, minimize downtime, optimize production processes. Furthermore, reduce costs enabling predictive strategies. analyzing performance predict when likely needed, allowing operators schedule activities proactively. avoid costly unplanned downtime need unnecessary checks. Overall, extraction significant benefits. efficiency, safety. As continue advance, enhancing look promising. Companies embrace stand gain competitive edge improving reducing risks. Keywords: Leveraging, Enhance, Instrumentation Accuracy, Oil Gas Extraction.

Language: Английский

Dedicated HVAC Technology in the Renovation of Historic Buildings on the Example of the Marshal Pilsudski Manor in Sulejówek

Energies, Journal Year: 2024, Volume and Issue: 17(23), P. 5946 - 5946

Published: Nov. 26, 2024

The article investigates HVAC (heating, ventilation, and air conditioning) technologies aimed at mitigating Primary Energy (PE) consumption in renovated buildings. This research is part of a broader initiative focused on enhancing quality reducing the carbon footprint within fields architecture urban planning. Conducted since 2018 by team from Institute Architectural Design Department Contemporary Architecture, Faculty Civil Engineering University Technology Lublin, study exemplifies application these historic Marshal Piłsudski’s “Milusin” Manor House Sulejówek, near Warsaw. primary objective this to present solutions, particularly free cooling heating system, which are specifically tailored for renovation structures. technology effectively recovers thermal energy groundwater, achieving low levels while simultaneously minimizing CO2 emissions.

Language: Английский