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1. (WO2017058993) SENSOR BASED SYSTEM AND METHOD FOR DRIFT ANALYSIS TO PREDICT EQUIPMENT FAILURE
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Pub. No.: WO/2017/058993 International Application No.: PCT/US2016/054311
Publication Date: 06.04.2017 International Filing Date: 29.09.2016
IPC:
A61B 5/11 (2006.01) ,A63B 24/00 (2006.01) ,G06Q 20/32 (2012.01) ,G08B 21/04 (2006.01) ,H04L 12/26 (2006.01)
A HUMAN NECESSITIES
61
MEDICAL OR VETERINARY SCIENCE; HYGIENE
B
DIAGNOSIS; SURGERY; IDENTIFICATION
5
Measuring for diagnostic purposes; Identification of persons
103
Measuring devices for testing the shape, pattern, size or movement of the body or parts thereof, for diagnostic purposes
11
Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb
A HUMAN NECESSITIES
63
SPORTS; GAMES; AMUSEMENTS
B
APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
24
Electric or electronic controls for exercising apparatus of groups A63B1/-A63B23/119
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
Q
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
20
Payment architectures, schemes or protocols
30
characterised by the use of specific devices
32
using wireless devices
G PHYSICS
08
SIGNALLING
B
SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
21
Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
02
Alarms for ensuring the safety of persons
04
responsive to non-activity, e.g. of elderly persons
H ELECTRICITY
04
ELECTRIC COMMUNICATION TECHNIQUE
L
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
12
Data switching networks
02
Details
26
Monitoring arrangements; Testing arrangements
Applicants: SENSORMATIC ELECTRONICS, LLC[US/US]; 4700 Exchange Court Suite 300 Boca Raton, Florida 33431, US
Inventors: TRAINOR, Christine; US
VAVRASEK, David; US
Agent: MALONEY, Denis G.; US
Priority Data:
14/870,55130.09.2015US
Title (EN) SENSOR BASED SYSTEM AND METHOD FOR DRIFT ANALYSIS TO PREDICT EQUIPMENT FAILURE
(FR) SYSTÈME ET PROCÉDÉ UTILISANT DES CAPTEURS POUR UNE ANALYSE DE DÉRIVE PERMETTANT DE PRÉVOIR LA DÉFAILLANCE D'UN ÉQUIPEMENT
Abstract:
(EN) Techniques for detecting physical conditions at a physical premises from collection of sensor information from plural sensors execute one or more unsupervised learning models to continually analyze the collected sensor information to produce operational states of sensor information, produce sequences of state transitions, detect during the continual analysis of sensor data that one or more of the sequences of state transitions is a drift sequence, correlate determined drift state sequence to a stored determined condition at the premises, and generate an alert based on the determined condition. Various uses are described for these techniques
(FR) La présente invention concerne des techniques pour détecter des conditions physiques au niveau de bâtiments physiques à partir de la collecte d'informations de capteur depuis une pluralité de capteurs, exécutant un ou plusieurs modèles d'apprentissage non supervisé pour analyser en continu les informations de capteur collectées afin de fournir des informations sur les états fonctionnels du capteur, de produire des séquences de transitions d'état, de détecter au cours de l'analyse continue de données de capteur qu'une ou plusieurs séquences de transitions d'état correspondent à une séquence de dérive, de mettre en corrélation, sur place, une séquence d'état de dérive déterminée avec une condition déterminée mémorisée dans lesdits bâtiments, et de générer une alerte sur la base de la condition déterminée. La présente invention concerne également diverses utilisations de ces techniques.
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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, JP, KE, KG, 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)