Case Studies and Technical Projects
WillCo Drilling Consulting supports energy operators through engineering expertise, operational analysis, and digital drilling solutions. The following examples illustrate how engineering analysis, data analytics, and digital technologies can be applied to improve drilling performance and operational decision-making.
Drilling Data Analytics Platform
Bit Performance Analytics
Challenge
Challenge
Large volumes of operational drilling data stored in morning reports and drilling programs were difficult to analyze and compare across wells and rigs.
Selecting optimal drill bits across different formations and drilling conditions required extensive historical analysis.
Solution
A drilling analytics platform was developed using structured data extracted from operational databases. The system performs data cleansing, QA/QC validation, and analytical processing to classify operational time into Productive Time (PT) and Non-Productive Time (NPT).
Historical bit run data from multiple wells was analyzed after performing data cleansing and QA/QC validation. The analysis evaluated key indicators such as cost per foot, rate of penetration (ROP), and total footage drilled.
Solution
Impact
The platform enables benchmarking across wells, rigs, fields, and geographic regions, helping operators identify operational inefficiencies and improve drilling program planning.
Impact
The analysis identified the most efficient bit designs for specific drilling conditions and improved drilling performance by reducing trial-and-error in bit selection.
Real-Time Data Standardization
Challenge
Multiple service companies operating on rigs produced real-time drilling data in different formats, making it difficult to integrate data streams.
Solution
Data acquisition protocols were standardized using WITSML industry formats, including defined communication protocols, transmission frequencies, and system integration architecture.
Impact
The standardized system enabled consistent real-time data monitoring across rigs and improved the reliability of operational datasets.
Real-Time Data Cleansing Framework
Challenge
High-frequency drilling data streams often contain noise, outliers, and gaps caused by communication interruptions.
Solution
An automated data validation and cleansing framework was developed to detect anomalies, filter noise from signals, validate operational ranges, and handle missing data.
Impact
The cleansed data layer significantly improved the reliability of drilling monitoring dashboards and engineering analysis systems.
Data Source Synchronization
Real-Time Engineering Simulation
Challenge
Multiple data acquisition systems required accurate time synchronization to ensure reliable correlation between surface and downhole measurements.
Challenge
Engineering simulations are typically performed during well planning and not updated during operations.
Solution
Solution
External synchronization systems connected to official time servers were implemented to align clocks across all data providers.
Engineering models such as hydraulics, torque and drag, and ECD simulations were integrated with live operational data so that engineering calculations update in real time.
Impact
Accurate synchronization improved the integrity of integrated drilling datasets and enhanced the reliability of operational analytics.
Impact
Real-time comparison between measured parameters and engineering predictions improved operational decision support during drilling operations.
AI Prediction of Drilling Anomalies
Challenge
Detecting early indicators of drilling dysfunctions in large volumes of drilling data can be difficult for monitoring engineers.
Solution
Machine learning models were developed using integrated historical and real-time datasets to detect patterns associated with operational anomalies.
Impact
The system provides early detection of potential drilling issues, allowing operators to intervene sooner and reduce operational risks.
Let’s Discuss Your Drilling Challenges
If your organization is looking to improve drilling performance, reduce operational risk, strengthen real-time monitoring, or better utilize drilling data, WillCo Drilling Consulting can help.
Our expertise in drilling engineering, digital drilling solutions, and data analytics allows operators to transform operational information into actionable insights that improve well construction performance and operational decision-making.
We invite you to begin a conversation about how WillCo can support your unique drilling operations and technical objectives.