Download Deep Learning and Time-Series Analysis For The Early Detection of Lost Circulation Incidents During Drilling Operations PDF Free - Full Version
Download Deep Learning and Time-Series Analysis For The Early Detection of Lost Circulation Incidents During Drilling Operations by ["Lukombo N'Landu"] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Deep Learning and Time-Series Analysis For The Early Detection of Lost Circulation Incidents During Drilling Operations
The document summarizes a study on using deep learning and time-series analysis to detect lost circulation incidents (LCIs) during drilling operations. The researchers analyzed surface drilling and rheology data from historical wells with LCIs to develop convolutional neural network models. The best model achieved 87.34% precision, 73.40% recall, and 79.77% F1 score for early detection of LCIs using unseen test data, outperforming other machine learning algorithms. Detecting LCIs early can help reduce non-productive time during drilling by curing losses promptly.
Detailed Information
| Author: | ["Lukombo N'Landu"] |
|---|---|
| Publication Year: | 2023 |
| Pages: | 14 |
| Language: | English |
| Format: | |
| Price: | FREE |
Safe & Secure Download - No registration required
Why Choose PDFdrive for Your Free Deep Learning and Time-Series Analysis For The Early Detection of Lost Circulation Incidents During Drilling Operations Download?
- 100% Free: No hidden fees or subscriptions required for one book every day.
- No Registration: Immediate access is available without creating accounts for one book every day.
- Safe and Secure: Clean downloads without malware or viruses
- Multiple Formats: PDF, MOBI, Mpub,... optimized for all devices
- Educational Resource: Supporting knowledge sharing and learning
Frequently Asked Questions
Is it really free to download Deep Learning and Time-Series Analysis For The Early Detection of Lost Circulation Incidents During Drilling Operations PDF?
Yes, on https://PDFdrive.to you can download Deep Learning and Time-Series Analysis For The Early Detection of Lost Circulation Incidents During Drilling Operations by ["Lukombo N'Landu"] completely free. We don't require any payment, subscription, or registration to access this PDF file. For 3 books every day.
How can I read Deep Learning and Time-Series Analysis For The Early Detection of Lost Circulation Incidents During Drilling Operations on my mobile device?
After downloading Deep Learning and Time-Series Analysis For The Early Detection of Lost Circulation Incidents During Drilling Operations PDF, you can open it with any PDF reader app on your phone or tablet. We recommend using Adobe Acrobat Reader, Apple Books, or Google Play Books for the best reading experience.
Is this the full version of Deep Learning and Time-Series Analysis For The Early Detection of Lost Circulation Incidents During Drilling Operations?
Yes, this is the complete PDF version of Deep Learning and Time-Series Analysis For The Early Detection of Lost Circulation Incidents During Drilling Operations by ["Lukombo N'Landu"]. You will be able to read the entire content as in the printed version without missing any pages.
Is it legal to download Deep Learning and Time-Series Analysis For The Early Detection of Lost Circulation Incidents During Drilling Operations PDF for free?
https://PDFdrive.to provides links to free educational resources available online. We do not store any files on our servers. Please be aware of copyright laws in your country before downloading.
The materials shared are intended for research, educational, and personal use in accordance with fair use principles.
