No matter where your operations are – in the field, at sea or underground – our software can help you connect, compute, and provide new and fresh insight to improve your business.
Learn moreArundo creates modular, flexible data analytics products for people in heavy industries. We connect real-time data to machine learning, analytical models and simple interfaces for better decisions.
Learn moreBrowse through our whitepapers, videos, webinars, and case studies
Learn moreDigital transformation is hard, and most companies do not succeed. The Journey is Arundo’s forum for you and your team to learn from our successes and failures.
Learn MoreOur team members are passionate about being part of a company that can solve tough problems and create innovative solutions. We believe in a fun environment, where our people can be fearless and feel empowered to always do the right thing. Arundites come from many different backgrounds including academia, industry, and even a submarine! We look for smart, creative thinkers with a player-coach mindset who can wear multiple hats and contribute to our exciting future!
Learn moreNo matter where your operations are – in the field, at sea or underground – our software can help you connect, compute, and provide new and fresh insight to improve your business.
Learn moreArundo creates modular, flexible data analytics products for people in heavy industries. We connect real-time data to machine learning, analytical models and simple interfaces for better decisions.
Learn moreBrowse through our whitepapers, videos, webinars, and case studies
Learn moreDigital transformation is hard, and most companies do not succeed. The Journey is Arundo’s forum for you and your team to learn from our successes and failures.
Learn MoreOur team members are passionate about being part of a company that can solve tough problems and create innovative solutions. We believe in a fun environment, where our people can be fearless and feel empowered to always do the right thing. Arundites come from many different backgrounds including academia, industry, and even a submarine! We look for smart, creative thinkers with a player-coach mindset who can wear multiple hats and contribute to our exciting future!
Learn moreA major oil company sought to improve effectiveness of its equipment maintenance spend. Compressor failure accounted for a significant share of the company’s lost production, resulting in a strict routine maintenance policy on all gas compressors. Non-productive time dropped significantly, but planned maintenance events rose significantly. Management sought to implement a data-driven, condition-based maintenance approach where preventative maintenance is prioritized based on real-time data streaming from the equipment.
Arundo’s team of data scientists worked with the customer to implement a condition-based monitoring solution for gas compressors. Arundo developed a machine-learning model to map real-time hydrocarbon readings against a standardized set of operating ranges and deployed the model within the Arundo platform. Given the variance of individual signals, a cluster-based approach was used to aggregate multiple individual signals and eliminate white noise. When sensors detected a deviation from the predicted operating range, the system immediately alerted the user to potentially abnormal equipment behavior. Prior to implementation in the production environment, the system was validated against anonymized historical data. The system successfully identified anomalies related to pending failure at the sensor level several months before the existing control system raised any alarms.
RESULTS
After a short pilot phase, the client unveiled the condition-based monitoring platform across offshore sites in order to implement real-time monitoring of asset health.
Efficiently scheduling preventive maintenance
Condition-based monitoring solution for gas compressors
Successfully prioritized critical repairs
Learn how we helped a large EPC company improve accuracy and processing time of extracting information from P&IDs using a machine learning application leveraging deep learning and computer vision techniques.
Read Full ArticleLearn how we are helping a shipowner and operator reduce fuel consumption, reduce OPEX, improve port turn-around time and empower the crew to make better decisions.
Read Full ArticleLearn how we helped an offshore crane manufacturer be a trusted service provider implementing a proactive approach to maintenance routines and equipment monitoring using data science and analytics.
Read Full ArticleLearn how we safely reduced a ships' on-vessel water quantity by 15%, leading to significantly decreased fuel usage and increased cargo space.
Read Full ArticleDetermining the quality of smart meter installations are often difficult without physical site presence and local electrical testing. Learn how we solved it for a European power utility.
Read Full ArticleAn international oil and gas company had trouble with their asset performance and equipment failure rates. Learn how our solution reduced non-productive drilling time.
Read Full ArticleA large national oil company had reactive repairs and supply chain decisions resulting in high rig non-productive time. Learn how we used forecasting product to predict and optimize repair routes.
Read Full ArticleA leading oil and gas company wanted to reduce hazardous leakage risk on their heat exchangers. Learn how we used condition-based monitoring to detect subtle precursors to failure.
Read Full ArticleA large oil company sought to reduce yearly equipment maintenance cost by 10%. Learn how we solved it using a condition-based monitoring solution for gas compressors.
Read Full Article