Invention Grant
- Patent Title: Field operations system with filter
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Application No.: US18308881Application Date: 2023-04-28
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Publication No.: US12078048B2Publication Date: 2024-09-03
- Inventor: Yingwei Yu , Qiuhua Liu , Richard John Meehan , Sylvain Chambon , Mohammad Khairi Hamzah
- Applicant: Schlumberger Technology Corporation
- Applicant Address: US TX Sugar Land
- Assignee: Schlumberger Technology Corporation
- Current Assignee: Schlumberger Technology Corporation
- Current Assignee Address: US TX Sugar Land
- Agent Jeffrey D. Frantz
- Main IPC: E21B44/00
- IPC: E21B44/00 ; E21B21/08 ; E21B49/00 ; G01V1/50 ; G01V11/00 ; G06F17/15 ; G06F17/16 ; G06F30/20 ; G06F30/27 ; G06N3/044 ; G06N3/047 ; G06N3/08 ; G06N7/00 ; G06T13/80

Abstract:
A system and method that can include training a deep neural network using time series data that represents functions of a non-linear Kalman filter that represents a dynamic system of equipment and environment and models a pre-defined operational procedure as a temporal sequence. The system and method can also include receiving operation data from the equipment responsive to operation in the environment and outputting an actual operation as an actual sequence of operational actions by the deep neural network. The system and method can additionally include performing an operation-level comparison to evaluate the temporal sequence against the actual sequence using a distance function in a latent space of the deep neural network and outputting a score function that quantifies the distance function in the latent space. The system and method can further include controlling an electronic component to execute an electronic operation based on the score function.
Public/Granted literature
- US20230272705A1 FIELD OPERATIONS SYSTEM WITH FILTER Public/Granted day:2023-08-31
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