Generative AI tools enhancing safety, providing market insights

By Ariana Hurtado, Editor and Director of Special Reports
 
HOUSTON — Cosmo Energy Holdings fashioned a partnership with software program supplier Cognite final October to undertake its Cognite Data Fusion because the foundational knowledge platform to safe profitability in Cosmo Energy’s downstream and petrochemical enterprise.
Cognite Data Fusion is an Industrial DataOps platform that assists with the corporate’s digital optimization of present enterprise operations and processes. Cosmo Energy stated it additionally contributes to the general enhancement of firm income by bettering enterprise effectivity by means of IT/DX adoption, elevating operations primarily based on data-driven insights.
In addition, Cosmo Energy will leverage Cognite AI, the generative synthetic intelligence (Gen AI) accelerator for industrial knowledge and worth realization, to streamline and expedite worker duties by retrieving mandatory knowledge in dialog format and pinpointing related knowledge.
Gen AI offshore
Dr. John Markus Lervik, Cognite’s chief technique and improvement officer and co-founder, just lately shared his insights with Offshore about generative AI and digitalization challenges being confronted offshore.
“Generative AI is a robust software that enhances security, ensures environmental compliance and offers market insights leading to optimized operations and knowledgeable decision-making,” Lervik stated. “Additionally, its means to course of huge quantities of information and generate actionable insights and contextualized data is essential to the trade’s resilience and adaptableness amid market volatility.”
Gen AI is not a brand new idea to be used in offshore purposes. For occasion, Unique Group’s new Aquila Subsea platform is a Gen AI chatbot that was particularly designed for the subsea survey sector and provides technical help by providing immediate and correct responses. In one other instance, Amazon Web Services stated, within the early phases, Gen AI-based programs will function chat or natural-language interfaces that complement present machine studying and AI-based programs, and the corporate is at present trialing Gen AI throughout the complete worth chain. Thirdly, SparkCognition and Shell fashioned a expertise collaboration final 12 months that goals to speed up the tempo of imaging and exploration of subsurface buildings utilizing Gen AI expertise. 
“In phrases of navigating security dangers, Cognite makes use of Gen AI to research in depth datasets, figuring out patterns and correlations that allow the prediction of potential dangers and counsel proactive upkeep to boost security,” he stated. “Meeting stringent environmental laws is a key precedence for the offshore oil and fuel trade.”
Gen AI can be utilized to observe and optimize operations to make sure compliance whereas predicting potential environmental impacts and optimizing useful resource utilization.
In a case research with Aker BP, Cognite was capable of show how Gen AI can enhance knowledge administration practices. Aker BP was going through manufacturing losses whereas monitoring for oil-in-water ranges, as safely discharging water to the ocean requires slowing down manufacturing whereas troubleshooting and, due to this fact, turns into a time-consuming course of, Lervik defined. With the addition of Cognite’s sensible monitoring system that visualized all related knowledge for troubleshooting water contamination, Aker BP was capable of acquire near-real-time knowledge and allow calculations with sensor values and simulator outputs. This offered engineers with data they in any other case wouldn’t have had, decreased the time wanted to establish any points and decreased environmental incidents.
He added, “Gen AI helps navigate a risky market by analyzing developments and processing knowledge in actual time, permitting corporations to make knowledgeable selections concerning manufacturing ranges and useful resource allocation to adapt to altering market circumstances.”
Digital twins
Cosmo has plans to undertake digital twin expertise to allow distant monitoring of their plant operations, with the goal to have extra environment friendly and versatile operations.
Offshore requested Lervik concerning the challenges and options related to digital twin expertise for offshore tasks.
“A big problem related to digital twin expertise in offshore tasks is integrating disparate knowledge sources whereas sustaining knowledge high quality seamlessly,” he stated. “Many oil and fuel corporations stay unsure about how a lot management they’ve over their knowledge, together with its origin, reliability and strategies for steady enrichment.”
To help with this problem, Cognite has constructed information graphs that use datasets from various sources. 
“The harmonization of schemas, identities and contextual data contributes to the coherence of a complete knowledge repository,” he defined. “Cognite Data Fusion’s information graph, powered by AI, serves as a unified platform for contextualized photographs, time sequence, studies, diagrams, work orders and extra. The integration of a information graph with massive language fashions (LLMs) additional enhances the result, leading to knowledge that’s not solely trusted but in addition accessible and totally contextualized, resulting in actionable, real-time insights.”
Cognite’s partnership with Cosmo is at present centered on downstream and petrochemicals. However, sooner or later, Lervik says his firm plans the continued implementation and integration of Cognite Data Fusion and Cognite AI throughout numerous elements of Cosmo’s operations.

https://www.offshore-mag.com/business-briefs/equipment-engineering/article/14303926/cognite-generative-ai-tools-enhancing-safety-providing-market-insights

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