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Keywords: machine learning
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Proceedings Papers

Paper presented at the SPE International Health, Safety, Environment and Sustainability Conference and Exhibition, September 10–12, 2024
Paper Number: SPE-220463-MS
... management (APM) platform. The Digital Workshop application leverages machine learning and advanced vision analytics to identify and automatically report occurrences of non-compliance within the company's own maintenance and technology centers. Abstract Performing complex activities on industrial...
Proceedings Papers

Paper presented at the SPE International Health, Safety, Environment and Sustainability Conference and Exhibition, September 10–12, 2024
Paper Number: SPE-220474-MS
...&learn learning tool environmental golden rule machine learning hse culture information enhancing hse culture knowledge retention application process safety gamification retention environment golden rule Introduction and Background In response to a concerning rise of incidents...
Proceedings Papers

Paper presented at the SPE International Health, Safety, Environment and Sustainability Conference and Exhibition, September 10–12, 2024
Paper Number: SPE-220321-MS
... language natural language processing deep learning large language model artificial intelligence sentiment machine learning nlp dataset inconsistency operation monitoring sentiment opinion mining perception information sentiment analysis application petroleum engineer fine-tuning risk...
Proceedings Papers

Paper presented at the SPE International Health, Safety, Environment and Sustainability Conference and Exhibition, September 10–12, 2024
Paper Number: SPE-220366-MS
... the organization's shift towards a reliable safety-focused learning approach. artificial intelligence lfnw hsse reporting incident machine learning example tool investigation seamless synergy exploring learning team normal work interconnection petroleum engineer iogp normal work tool operator...
Proceedings Papers

Paper presented at the SPE International Health, Safety, Environment and Sustainability Conference and Exhibition, September 10–12, 2024
Paper Number: SPE-220431-MS
... by the VAWS must be dismissed or acknowledged by the HSE operators at site. Through monitoring and interaction with the HSE operators, the VAWS system progressively learns (Machine Learning) to recognize HSE e and actual or potential hazardous situations to which the workers are exposed voluntarily...
Proceedings Papers

Paper presented at the SPE International Health, Safety, Environment and Sustainability Conference and Exhibition, September 10–12, 2024
Paper Number: SPE-220429-MS
..., facilitated by a generic and adaptable data schema and model architecture. prediction artificial intelligence neural network explanation application interpretable explanation llm preprint arxiv healthcare provider machine learning dataset architecture deep learning natural language...
Proceedings Papers

Paper presented at the SPE International Health, Safety, Environment and Sustainability Conference and Exhibition, September 10–12, 2024
Paper Number: SPE-220519-MS
... misspelled. The company wants to use machine learning to improve the data quality, risk rank, identify patterns and trends, and enhance the decision-making process for HSE management. The aim is to do real-time intervention at the time of reporting an event based on AI tool, further analysis for these unsafe...
Proceedings Papers

Paper presented at the SPE International Conference and Exhibition on Health, Safety, Environment, and Sustainability, July 27–30, 2020
Paper Number: SPE-199393-MS
... that is not possible in individual companies. IOGP is in a unique industry position to encourage international upstream industry collaboration and sharing of industry best practices to prevent process safety incidents, and their potential impact on life, the environment and assets loss. machine learning subsea...
Proceedings Papers

Paper presented at the SPE International Conference and Exhibition on Health, Safety, Security, Environment, and Social Responsibility, April 16–18, 2018
Paper Number: SPE-190639-MS
... operations, especially during times of chaos. Health & Medicine safety culture Artificial Intelligence Hurricane Harvey machine learning contingency planning Resilience Engineering communication engagement adaptive resilience organizational culture eap wl information storm operation...
Proceedings Papers

Paper presented at the SPE International Conference and Exhibition on Health, Safety, Security, Environment, and Social Responsibility, April 16–18, 2018
Paper Number: SPE-190493-MS
... by an intelligent system by applying logic that a human would apply to search data. Provision of such intuitive data can make decision making faster and safer. Machine learning methods can be used to develop and continuously build such logic that makes information intelligent and intuitive. A combination...
Proceedings Papers

Paper presented at the SPE International Conference and Exhibition on Health, Safety, Security, Environment, and Social Responsibility, April 16–18, 2018
Paper Number: SPE-190527-MS
... whether learning is occurring. This study proposes a model that would allow companies to select appropriate metrics for various aspects of learning from incidents. educational software Upstream Oil & Gas Artificial Intelligence computer based training energy company information machine...
Proceedings Papers

Paper presented at the SPE International Conference and Exhibition on Health, Safety, Security, Environment, and Social Responsibility, April 16–18, 2018
Paper Number: SPE-190492-MS
... building quantity drilling contractor consumer workshop management system emission drawwork machine learning Drilling Equipment energy consumption baseline Energy Management consumption artificial intelligence Introduction Energy Management: The Standard that Saves The world has...
Proceedings Papers

Paper presented at the SPE International Conference and Exhibition on Health, Safety, Security, Environment, and Social Responsibility, April 16–18, 2018
Paper Number: SPE-190594-MS
... learning capabilities—and that van lead to implementing more effective actions. As such it can provide a sound basis for a further reduction of the number of incidents in the petrochemical industry to the ultimate goal: zero.
 Artificial Intelligence machine learning benchmarking Health...
Proceedings Papers

Paper presented at the SPE International Conference and Exhibition on Health, Safety, Security, Environment, and Social Responsibility, April 16–18, 2018
Paper Number: SPE-190579-MS
... interfaces (HMI) could help the company achieve this goal in developing systematic trends, predictive analytics and machine learning capabilities to help workers reduce incidents, injuries, and disease. This efactory team is focused on creating HSE innovations based on the human signal detection, real time...
Proceedings Papers

Paper presented at the SPE International Conference and Exhibition on Health, Safety, Security, Environment, and Social Responsibility, April 16–18, 2018
Paper Number: SPE-190634-MS
.... operational safety work planning Artificial Intelligence Upstream Oil & Gas incident machine learning contingency planning safety science performance indicator drilling operation assessment identification accident vehicle road traffic accident Indicator well control annular pressure...
Proceedings Papers

Paper presented at the SPE International Conference and Exhibition on Health, Safety, Security, Environment, and Social Responsibility, April 16–18, 2018
Paper Number: SPE-190675-MS
... liquid seal manhole oily water sump machine learning drainage system hydrocarbon explosion accumulation maintenance operation oily water drainage system adnoc gas processing plant Introduction According to the sump design, the maximum content of hydrocarbon in the water drained...
Proceedings Papers

Paper presented at the SPE International Conference and Exhibition on Health, Safety, Security, Environment, and Social Responsibility, April 16–18, 2018
Paper Number: SPE-190646-MS
... a number of "I Statements" to help leaders understand what they need to do as part of the change journey to take learning from incidents to the next level. Upstream Oil & Gas Effectiveness engagement Artificial Intelligence intervention incident machine learning LFI process zwetsloot...
Proceedings Papers

Paper presented at the SPE International Conference and Exhibition on Health, Safety, Security, Environment, and Social Responsibility, April 11–13, 2016
Paper Number: SPE-179223-MS
... safety science research question search term vinnem operational safety major accident risk correlation machine learning Upstream Oil & Gas high risk industry safety indicator reliability petroleum industry process safety indicator accident literature review Indicator performance...
Proceedings Papers

Paper presented at the SPE International Conference and Exhibition on Health, Safety, Security, Environment, and Social Responsibility, April 11–13, 2016
Paper Number: SPE-179480-MS
... "to adapt, compete, excel, innovate, produce, be safe, improve service and reach goals" in a downturn environment ( Salas et al. 2012 ). personnel competence educational technology educational software Upstream Oil & Gas machine learning educational setting Artificial Intelligence...

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