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Product Overview
Overview
Intellicess offers two core products, the Sentinel RT and Liken.
- Sentinel: is an advanced real-time EDGE analytics software which can be run on any operating system or platforms like 360 Drilling, NOV etc. It provides guidance within 100 milliseconds, assisting in optimal well performance but doesn’t handle sensor hardware installation.
- Liken: offers historical well analytics, technical limit analysis, offset well comparisons, well modeling, and planning. It centralizes and structures data from various sources, supporting better design of future well plans.
The software is based on an advanced data cleansing algorithm licensed from the University of Texas. The system ingests a large amount of data which are used to form a rules-based beliefs system. The solution is through a sophisticated computational model directly at the rig, supported by a back-end program which incorporates probabilistic models, and a physics based model to detect and analyze the rig state. Since initial presenting at a Darcy forum one year ago, the system now operates on more than 25 rigs (20+ well increase in the last year.
Business Model
SaaS plus an initial hardware cost for edge device. Sentinel software is priced on a day rate basis, while 'Liken' software is a license-based product.
Technology Innovations
SentinelRT™
- The Cone drilling advisory provides recommendations to the driller. It is also customizable, which helps with end user adoption.
- The rig state engine is over 98% accurate in a real-time setting, which allows for automating ILT analysis, but also as inputs to other models.
- SentinelRT™ provides advanced models for downhole WOB, downhole TOB, and ECD estimation.
- The software incorporates a process and sensor error capability which can result in enhanced real-time decision making.
- It reduces NPT by identifying events before they impact drilling operations.
- Distinguishes between sensor and process faults in a sensor network with minimal false alarms using a Bayesian network based methodology
- Cleansing of drilling sensor readings
- Distinguishes between washout and pump failure incidents during drilling operations
- SentinelRT™ is java based and interoperable with any data aggregator system.
- Computational overhead of the software is extremely low. A 20 day well of 1 second data can be processed in less than 2 days. Historical data in databases can be rapidly “high graded” by running Sentinel in an off-line mode.
- SCADA platform allows for not only aggregation of data and performance of real-time data analysis, but also sending set points to the drawworks, top drive and the pumps on the rig.
Liken
- Its deployment is on the operator's cloud for enhanced data security and privacy, critical for sensitive regions like the Middle East.
- It analyzes data from hundreds and thousands of wells simultaneously to help design the next 12 wells.
- The automated RP roadmap generation tool, which uses machine learning and UCS data to generate zones and provide guidance on the optimal RP, RPM, and rebates to use.
Applications
SentinelRT™: provides real-time drilling data analysis, decision support and advisories to avoid drilling dysfunctions, smart alerts, automation of manual tasks around rig states as well as real-time torque and drag and a variety of other metrics. It also allows for the detection and subsequent remediation of invisible lost time (ILT) and automate many of the labor intensive methods of rig state tracking. It is already in use with customers like 360 Drilling, NOV, and product is geared towards larger operators with diverse data sources.
Liken: offers historical well data analysis, including technical limit analysis, offset well comparisons, well modeling, and well planning. It centralizes and organizes data from Sentinel and external sources like well logs and public data, enabling streamlined access, data comparisons, and visualization. It has built-in models for torque and drag, swab and surge, and hydraulics, with options to integrate additional models as apps.