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1. (WO2019067614) APPARATUS AND METHODS FOR IMPROVED SUBSURFACE DATA PROCESSING SYSTEMS
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Pub. No.: WO/2019/067614 International Application No.: PCT/US2018/052953
Publication Date: 04.04.2019 International Filing Date: 26.09.2018
IPC:
G06F 17/18 (2006.01) ,G01V 1/30 (2006.01) ,G01V 1/50 (2006.01) ,G06N 3/08 (2006.01) ,G06N 7/00 (2006.01) ,G06K 9/62 (2006.01)
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
F
ELECTRIC DIGITAL DATA PROCESSING
17
Digital computing or data processing equipment or methods, specially adapted for specific functions
10
Complex mathematical operations
18
for evaluating statistical data
G PHYSICS
01
MEASURING; TESTING
V
GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
1
Seismology; Seismic or acoustic prospecting or detecting
28
Processing seismic data, e.g. analysis, for interpretation, for correction
30
Analysis
G PHYSICS
01
MEASURING; TESTING
V
GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
1
Seismology; Seismic or acoustic prospecting or detecting
40
specially adapted for well-logging
44
using generators and receivers in the same well
48
Processing data
50
Analysing data
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3
Computer systems based on biological models
02
using neural network models
08
Learning methods
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
7
Computer systems based on specific mathematical models
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
K
RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9
Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62
Methods or arrangements for recognition using electronic means
Applicants:
JAIN, Vikas; US
WU, Po-Yen; US
ABUBAKAR, Aria; US
MENON, Shashi; US
SCHLUMBERGER TECHNOLOGY CORPORATION [US/US]; 300 Schlumberger Drive Sugar Land, TX 77478, US
SCHLUMBERGER CANADA LIMITED [CA/CA]; 125-9 Avenue SE Calgary, Alberta, T2G 0PG, CA
SERVICES PETROLIERS SCHLUMBERGER [FR/FR]; 42 Rue Saint Dominique 75007 Paris, FR
GEOQUEST SYSTEMS B.V. [NL/NL]; Gevers Deynootweg 61 2586 BJ The Hague, NL
Inventors:
JAIN, Vikas; US
WU, Po-Yen; US
ABUBAKAR, Aria; US
MENON, Shashi; US
Agent:
DUSHEK, Matt; US
Priority Data:
62/563,57126.09.2017US
Title (EN) APPARATUS AND METHODS FOR IMPROVED SUBSURFACE DATA PROCESSING SYSTEMS
(FR) APPAREIL ET PROCÉDÉS POUR SYSTÈMES DE TRAITEMENT DE DONNÉES SOUTERRAINES AMÉLIORÉS
Abstract:
(EN) A method and apparatus for subsurface data processing includes determining a set of clusters based at least in part on measurement vectors associated with different depths or times in subsurface data, defining clusters in a subsurface data by classes associated with a state mode, reducing a quantity of the subsurface data based at least in part on the classes, and storing the reduced quantity of the subsurface data and classes with the state model in a training database for a machine learning process.
(FR) L’invention concerne un procédé et un appareil de traitement de données souterraines qui consiste à déterminer un ensemble de groupes sur la base, au moins en partie, de vecteurs de mesure associés à différentes profondeurs ou heures dans des données souterraines, à définir des groupes dans des données souterraines par classes associées à un mode d'état, à réduire une quantité des données souterraines sur la base, au moins en partie, des classes et à mémoriser la quantité réduite des données souterraines et des classes à l’aide du modèle d'état dans une base de données d'apprentissage pour un processus d'apprentissage automatique.
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Designated States: AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW
African Regional Intellectual Property Organization (ARIPO) (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW)
Eurasian Patent Office (AM, AZ, BY, KG, KZ, RU, TJ, TM)
European Patent Office (EPO) (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR)
African Intellectual Property Organization (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG)
Publication Language: English (EN)
Filing Language: English (EN)