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1. WO2020139908 - IMAGING MODALITY SMART SYMPTOM MAINTENANCE SYSTEMS AND METHODS

Publication Number WO/2020/139908
Publication Date 02.07.2020
International Application No. PCT/US2019/068518
International Filing Date 26.12.2019
IPC
G05B 23/02 2006.01
GPHYSICS
05CONTROLLING; REGULATING
BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
23Testing or monitoring of control systems or parts thereof
02Electric testing or monitoring
CPC
G05B 23/0275
GPHYSICS
05CONTROLLING; REGULATING
BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
23Testing or monitoring of control systems or parts thereof
02Electric testing or monitoring
0205by means of a monitoring system capable of detecting and responding to faults
0259characterized by the response to fault detection
0275Fault isolation and identification, e.g. classify fault; estimate cause or root of failure
G05B 23/0283
GPHYSICS
05CONTROLLING; REGULATING
BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
23Testing or monitoring of control systems or parts thereof
02Electric testing or monitoring
0205by means of a monitoring system capable of detecting and responding to faults
0259characterized by the response to fault detection
0283Predictive maintenance, e.g. involving the monitoring of a system and, based on the monitoring results, taking decisions on the maintenance schedule of the monitored system; Estimating remaining useful life [RUL]
G06F 11/0751
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
11Error detection; Error correction; Monitoring
07Responding to the occurrence of a fault, e.g. fault tolerance
0703Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
0751Error or fault detection not based on redundancy
G06F 11/0769
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
11Error detection; Error correction; Monitoring
07Responding to the occurrence of a fault, e.g. fault tolerance
0703Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
0766Error or fault reporting or storing
0769Readable error formats, e.g. cross-platform generic formats, human understandable formats
G06F 11/0772
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
11Error detection; Error correction; Monitoring
07Responding to the occurrence of a fault, e.g. fault tolerance
0703Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
0766Error or fault reporting or storing
0772Means for error signaling, e.g. using interrupts, exception flags, dedicated error registers
G06N 3/08
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
Applicants
  • GENERAL ELECTRIC COMPANY [US]/[US]
Inventors
  • NUTHI, Sridhar
  • ALLEN, Nicholas
  • ALMEIDA, Fabio
Agents
  • KIM, Patrick
  • QUINN, Thomas F., Jr.
Priority Data
16/232,46526.12.2018US
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) IMAGING MODALITY SMART SYMPTOM MAINTENANCE SYSTEMS AND METHODS
(FR) SYSTÈMES ET PROCÉDÉS DE MAINTENANCE DE SYMPTÔME INTELLIGENT DE MODALITÉ D'IMAGERIE
Abstract
(EN)
Methods, apparatus, systems and articles of manufacture providing an image modality smart symptom maintenance are disclosed. The example apparatus includes a system processor to identify a distinguishing symptom of a first subset of issues corresponding to an imaging device. The apparatus further includes an interface to transmit a prompt corresponding to an identification of the distinguishing symptom. The apparatus further includes a filter to filter out issues of the first subset of issues based on a response to the prompt to generate a second subset of issues. The apparatus further includes the system processor to transform the first subset of issues into a solution for servicing the imaging device by applying at least one of the symptom or the first subset of issues to an artificial intelligence model corresponding to the imaging device. The apparatus further includes a care package generator to generate a data structure based on the solution, the data structure including information to assist in the repair of the imaging device.
(FR)
Procédés, appareil, systèmes et articles de fabrication permettant une maintenance de symptôme intelligent de modalité d'image. L'appareil donné à titre d'exemple comprend un processeur de système pour identifier un symptôme de distinction d'un premier sous-ensemble de problèmes correspondant à un dispositif d'imagerie. L'appareil comprend en outre une interface pour transmettre une invite correspondant à une identification du symptôme de distinction. L'appareil comprend en outre un filtre pour filtrer des problèmes du premier sous-ensemble de problèmes sur la base d'une réponse à l'invite pour générer un second sous-ensemble de problèmes. L'appareil comprend en outre le processeur de système pour transformer le premier sous-ensemble de problèmes en une solution pour l'entretien du dispositif d'imagerie par application du symptôme et/ou du premier sous-ensemble de problèmes à un modèle d'intelligence artificielle correspondant au dispositif d'imagerie. L'appareil comprend en outre un générateur de programmes de soins pour générer une structure de données sur la base de la solution, la structure de données comprenant des informations pour aider à la réparation du dispositif d'imagerie.
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