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cover of episode Operational Safety With AI: Chevron's Ellen Nielsen

Operational Safety With AI: Chevron's Ellen Nielsen

2023/12/5
logo of podcast Me, Myself, and AI

Me, Myself, and AI

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Ellen Nielsen: 本人作为雪佛龙公司首位首席数据官,致力于推动数据驱动型决策,并积极应用AI技术,例如使用机器人和计算机视觉技术检查油罐,利用传感器和公民开发项目收集和分析设备数据,以及利用数字孪生技术优化炼油厂运营,提高效率并进行预测性决策。这些AI应用旨在提高运营安全性和效率,同时降低碳排放,符合公司提高回报、降低碳排放和确保安全的战略目标。公司还通过与MIT和Rice大学合作开展培训项目,培养数据科学人才,并通过公民开发项目推广AI技术应用,提高员工对AI技术的接受度和应用能力。在生成式AI方面,公司已组建专门团队,探索其在多个领域的应用,例如优化文档撰写和构建知识检索系统。但同时也面临着生成式AI技术发展迅速、安全性、数据治理和政策法规等方面的挑战。 Sam Ransbotham & Shervin Khodabandeh: 两位主持人与Ellen Nielsen就雪佛龙公司如何利用AI技术提升运营安全性和效率进行了深入探讨,并就AI技术在各个领域的应用、挑战和未来发展方向提出了许多问题。

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Ellen Nielsen discusses how AI is being used at Chevron to improve safety and efficiency, including the use of robots for tank inspection and sensors for equipment monitoring.

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Ellen Nielsen, Chevron’s first chief data officer, sees data as the common thread throughout a career that has spanned systems, digital data, procurement, and supply chain. In her current role, she applies what she’s learned to Chevron’s wide-ranging AI and machine learning initiatives, including the use of robots and computer vision to inspect tanks, digital twins to simulate operations, and sensors to monitor equipment in refineries.

On this episode, Ellen shares examples of the integrated energy company's use cases for machine learning and generative AI, and she describes the company’s citizen development program, which puts safe, secured AI and machine learning tools in the hands of employees throughout Chevron. Read the episode transcript here).

Me, Myself, and AI is a collaborative podcast from MIT Sloan Management Review and Boston Consulting Group and is hosted by Sam Ransbotham and Shervin Khodabandeh. Our engineer is David Lishansky, and the coordinating producers are Allison Ryder and Sophie Rüdinger.

Stay in touch with us by joining our LinkedIn group, AI for Leaders at mitsmr.com/AIforLeaders) or by following Me, Myself, and AI on LinkedIn).

Guest bio:

Ellen Nielsen is the chief data officer at Chevron, where she focuses on creating a data-oriented culture partnered with value-chain thinking. A multidisciplinary leader, Nielsen has over 30 years of global experience as an executive in IT, digital, data, procurement, and supply chain. She has worked with industry leaders in oil and gas, fast-moving consumer goods, automotive, manufacturing, retail, and banking and insurance.

Nielsen is a regular speaker at industry events and has received numerous awards and recognitions, including being named to CDO Magazine’s 2023 Global Data Power Women list. She was also ranked fifth on the 2023 DataIQ 100 list of the most influential people in data in the United States.

She also serves on a variety of boards, including PIDX (Petroleum Industry Data Exchange) International and Women Leaders in Data & AI.

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