Invention Grant
- Patent Title: Monitoring laundry machine operation using machine learning analysis of acoustic transducer signal information
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Application No.: US17527444Application Date: 2021-11-16
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Publication No.: US11747780B2Publication Date: 2023-09-05
- Inventor: Richard Baazi , Mathias Takahashi Albert , Dattaprabodh Narhar Godbole , John Boyle , Joseph Weedon Hainline, III , Nilesh Jayantilal Nahar , Stephane Serge Jean-Pierre Bodnar , Angie Katherinne Sandoval Lopez , David Vernon Neitzke , Andrew Michael LaPoint , Mitchell Wayne Zastrow , Julie Michele Schmidt , Mark Allen Kovscek , Garry Maurice Rosenfeldt , Nancy Ann Haring
- Applicant: Alliance Laundry Systems LLC
- Applicant Address: US WI Ripon
- Assignee: Alliance Laundry Systems LLC
- Current Assignee: Alliance Laundry Systems LLC
- Current Assignee Address: US WI Ripon
- Agency: Leydig, Voit & Mayer, Ltd.
- Main IPC: G05B19/042
- IPC: G05B19/042 ; G06N20/00
Abstract:
A system and method are described for carrying out machine learning-based automated laundry machine error/degraded status detection and maintenance by use of acoustic sensor data rendered by the laundry machines and applied to a plurality of machine learning models for use with acoustic data rendered by the laundry machines.
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