公开(公告)号：US20180299375A1

公开(公告)日：2018-10-18

申请号：US15997612

申请日：2018-06-04

Applicant: VIRTUAL FLUID MONITORING SERVICES LLC

Inventor： DUSTIN YOUNG ,  MARK CHMIELEWSKI ,  CHRIS MORTON ,  MICHAEL SIERS ,  SCOTT RUDDER

IPC: G01N21/3577 ,  G01N35/00 ,  G01N15/06 ,  G01N21/85 ,  G06N3/08 ,  G01N15/14 ,  G01N33/28 ,  G01J3/44 ,  G01N21/65 ,  G01N1/10

CPC classification number: G01N1/10 ,  F01M11/10 ,  F01M2011/144 ,  F01M2011/1446 ,  F01M2011/1466 ,  F01M2011/1473 ,  F01M2011/148 ,  F01M2011/1493 ,  G01J3/4406 ,  G01N15/06 ,  G01N15/0656 ,  G01N15/1404 ,  G01N21/31 ,  G01N21/3577 ,  G01N21/64 ,  G01N21/643 ,  G01N21/65 ,  G01N21/85 ,  G01N21/8507 ,  G01N21/94 ,  G01N33/2858 ,  G01N33/2876 ,  G01N33/2888 ,  G01N35/00871 ,  G01N2015/003 ,  G01N2015/0053 ,  G01N2015/0662 ,  G01N2015/0687 ,  G01N2015/0693 ,  G01N2021/3595 ,  G01N2021/6417 ,  G01N2021/8411 ,  G01N2035/00881 ,  G06F17/141 ,  G06N3/08 ,  G06N5/003 ,  G06N20/10

Abstract: Systems, methods, and computer-program products for fluid analysis and monitoring are disclosed. Embodiments include a removable and replaceable sampling system and an analytical system connected to the sampling system. A fluid may be routed through the sampling system and data may be collected from the fluid via the sampling system. The sampling system may process and transmit the data to the analytical system. The analytical system may include a command and control system to receive and store the data in a database and compare the data to existing data for the fluid in the database to identify conditions in the fluid. Fluid conditions may be determined using machine learning models that are generated from well-characterized known training data. Predicted fluid conditions may then be used to automatically implement control processes for an operating machine containing the fluid.

公开(公告)号：US20180299355A1

公开(公告)日：2018-10-18

申请号：US16000616

申请日：2018-06-05

Applicant: VIRTUAL FLUID MONITORING SERVICES LLC

Inventor： DUSTIN YOUNG ,  MARK CHMIELEWSKI ,  CHRIS MORTON ,  MICHAEL SIERS

IPC: G01N1/10 ,  G01N33/28 ,  F01M11/10 ,  G06F17/14 ,  G01N35/00 ,  G01N21/31 ,  G01N21/64

Abstract: Systems, methods, and computer-program products for fluid analysis and monitoring are disclosed. Embodiments include a removable and replaceable sampling system and an analytical system connected to the sampling system. A fluid may be routed through the sampling system and data may be collected from the fluid via the sampling system. The sampling system may process and transmit the data to the analytical system. The analytical system may include a command and control system to receive and store the data in a database and compare the data to existing data for the fluid in the database to identify conditions in the fluid. Fluid conditions may be determined using machine learning models that are generated from well-characterized known training data. Predicted fluid conditions may then be used to automatically implement control processes for an operating machine containing the fluid.