All Resources / Resource Type: Case Studies

Case Studies

drill string

Preventing stuck pipe events with predictive analytics and ML-based modeling

During drilling operations, operators may encounter complications related to stuck pipe events. Capable of bringing operations to a halt, stuck pipe is one of the most costly drilling problems in the industry, accounting for billions of dollars annually and up to half of total well cost. Therefore, drilling operators must be able to successfully predict when stuck pipe events may happen and implement mitigation procedures before the event occurs.

Read More »
Image of a wind farm that would use predictive maintenance for wind power

Predictive maintenance for wind power producers

Wind power producers need to be able to monitor component reliability, identify and correct actionable sources of underperformance, and optimize maintenance scheduling. Moreso, they need to achieve this in a cost-effective and scalable manner in a highly demanding market.

Read More »
Image of an offshore platform

Predictive maintenance for offshore oil and gas platforms

Asset failures and accidents often cost millions of dollars due to lost production and repairs. Without sufficient lead time in identifying future asset failures, oil and gas operators can only react—and count their losses. SparkCognition’s predictive maintenance for offshore oil and gas platforms solution helps lessen the probability of a critical asset failure.

Read More »
Image of a CPG plant that would use predictive maintenance for consumer packaged goods plants

Predictive Maintenance for Consumer Packaged Goods (CPG)

CPG plant operations and critical equipment tend to deteriorate over time. However, most of the industry still relies on preventive maintenance to avert critical failures. Preventive maintenance is an inherently wasteful approach that burns valuable production and personnel time checking on assets not necessarily in need of attention, while still failing to catch unexpected or unusual failures that cause expensive downtime.

Read More »

SparkCognition is committed to compliance with applicable privacy laws, including GDPR, and we provide related assurances in our contractual commitments. Click here to review our Cookie & Privacy Policy.

Request a Partnership

Already a partner? Sign in.