Learning model construction device, abnormality detection device, abnormality detection system and server
AssigneeFanuc Corporation
InventorKenichiro Oguri
Life of this patent
Estimating the term…
Abstract
To provide a learning model construction device, abnormality detection device, abnormality detection system and server for performing abnormality detection using sound information of the surroundings of a production apparatus. A learning model construction device includes a voice acquisition unit that acquires voice data including the voice of an operator located in the vicinity of a production apparatus, via a mic; a label acquisition unit that acquires an abnormality degree related to a production line including the production apparatus as a label; and a learning unit that constructs a learning model for the abnormality degree, by performing supervised learning with a group of voice data and label as training data.
Claims13
A learning model construction device comprising:
- a non-transitory memory including an apparatus position storage that stored position information a production apparatus;
- and
- a central processing unit (CPU) connected to the non-transitory memory,
- wherein the CPU acquires position information of an operator,
- wherein the CPU acquires, via a voice receiving device, voice data in a case of the operator being located in a vicinity of the production apparatus, based on the acquired position information of the operator and the position information of the production apparatus stored in the apparatus position storage,
- wherein the CPU acquires an abnormality degree related to a production line including the production apparatus as a label,
- wherein the CPU performs supervised learning with a group of the voice data and the label as training data, and
- wherein the voice receiving device is wearable by the operator.
A learning model construction device comprising:
- a non-transitory memory including an apparatus position storage that stored position information a production apparatus;
- and
- a central processing unit (CPU) connected to the non-transitory memory,
- wherein the CPU acquires position information of an operator,
- wherein the CPU acquires voice data in a case of the operator being located in a vicinity of the production apparatus, based on the acquired position information of the operator and the position information of the production apparatus stored in the apparatus position storage,
- wherein the CPU acquires an abnormality degree related to a production line including the production apparatus as a label, and
- wherein the CPU performs supervised learning with a group of the voice data and the label as training data.
Dependencies are inferred from the claim text.