公开(公告)号：US10809164B2

公开(公告)日：2020-10-20

申请号：US16232879

申请日：2018-12-26

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 ,  G01N15/06 ,  G01N21/85 ,  G06N5/00 ,  G06N20/10 ,  G01J3/44 ,  G01N15/14 ,  G01N21/65 ,  G06N3/08 ,  G01N21/94 ,  G01N21/64 ,  G01N15/00 ,  G01N21/84 ,  G01N21/3577 ,  G01N21/35

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：US10578548B2

公开(公告)日：2020-03-03

申请号：US16173200

申请日：2018-10-29

Applicant: Virtual Fluid Monitoring Services LLC

Inventor： Dustin Young ,  Mark Chmielewski ,  Chris Morton

IPC: G01N21/31 ,  G06N3/08 ,  G06N3/04 ,  G01N15/06 ,  G01N33/28 ,  G01N35/00 ,  G01N15/14 ,  G01N21/3577 ,  G01N21/85 ,  G01N21/65 ,  G01N21/64 ,  G01N33/18 ,  G01N15/00 ,  G01N1/02 ,  G01N21/35

Abstract: Embodiments of the present disclosure provide for systems, apparatuses, and methods for real-time fluid analysis. 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 real-time data may be collected from the fluid via the sampling system. The sampling system may process and transmit the real-time data to the analytical system. The analytical system may include a command and control system that may receive and store the real-time data in a database and compare the real-time data to existing data for the fluid in the database to identify conditions in the fluid.

公开(公告)号：US20190383745A1

公开(公告)日：2019-12-19

申请号：US16444597

申请日：2019-06-18

Applicant: VIRTUAL FLUID MONITORING SERVICES LLC

Inventor： Chris Morton ,  Scott Rudder

IPC: G01N21/65 ,  G01N1/42

Abstract: Systems, methods, and computer-program products for fluid analysis and monitoring are disclosed. Embodiments include a 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. The system may further include a cooling system configured to enclose at least one member of the fluid analysis system. The cooling system encloses at least one member of the fluid analysis system including the excitation system, the detection system, the fluid inlet, the sample chamber, the Raman probe, and combinations thereof.

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：US20160313237A1

公开(公告)日：2016-10-27

申请号：US15139771

申请日：2016-04-27

Applicant: Virtual Fluid Monitoring Services LLC

Inventor： Dustin Young ,  Mark Chmielewski ,  Chris Morton

IPC: G01N21/31 ,  G06N3/04 ,  G01N1/42 ,  G06N3/08 ,  G01N21/65 ,  G01N21/64

CPC classification number: G01N21/31 ,  G01N1/02 ,  G01N15/06 ,  G01N15/1459 ,  G01N15/1463 ,  G01N21/3577 ,  G01N21/645 ,  G01N21/65 ,  G01N21/85 ,  G01N33/18 ,  G01N33/28 ,  G01N33/2858 ,  G01N33/2876 ,  G01N33/2888 ,  G01N35/00871 ,  G01N2015/0065 ,  G01N2015/0088 ,  G01N2015/0693 ,  G01N2021/3595 ,  G01N2035/00881 ,  G01N2201/062 ,  G01N2201/12 ,  G06N3/04 ,  G06N3/08

Abstract: Embodiments of the present disclosure provide for systems, apparatuses, and methods for real-time fluid analysis. 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 real-time data may be collected from the fluid via the sampling system. The sampling system may process and transmit the real-time data to the analytical system. The analytical system may include a command and control system that may receive and store the real-time data in a database and compare the real-time data to existing data for the fluid in the database to identify conditions in the fluid.

Abstract translation: 本公开的实施例提供用于实时流体分析的系统，装置和方法。 实施例包括可移除和可更换的采样系统和连接到采样系统的分析系统。 流体可以通过采样系统路由，并且可以经由采样系统从流体采集实时数据。 采样系统可以将实时数据处理并传输到分析系统。 分析系统可以包括命令和控制系统，其可以将数据库中的实时数据接收并存储在数据库中，并将实时数据与数据库中的流体的现有数据进行比较，以识别流体中的条件。

公开(公告)号：US10557776B2

公开(公告)日：2020-02-11

申请号：US16173182

申请日：2018-10-29

Applicant: Virtual Fluid Monitoring Services LLC

Inventor： Dustin Young ,  Mark Chmielewski ,  Chris Morton ,  Michael Siers ,  Scott Rudder

IPC: G01N1/10 ,  G01N33/28 ,  G06F17/14 ,  F01M11/10 ,  G01N35/00 ,  G01N21/31 ,  G01N21/64 ,  G01N15/06 ,  G01J3/44 ,  G01N15/14 ,  G01N21/65 ,  G01N21/85 ,  G06N3/08 ,  G01N21/94 ,  G01N15/00 ,  G01N21/3577 ,  G01N21/35

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：US20190226947A1

公开(公告)日：2019-07-25

申请号：US16232879

申请日：2018-12-26

Applicant: VIRTUAL FLUID MONITORING SERVICES LLC

Inventor： Dustin Young ,  Mark Chmielewski ,  Chris Morton ,  Michael Siers

IPC: G01N1/10 ,  G01N15/06 ,  G01N15/14 ,  G01J3/44 ,  G01N33/28 ,  G01N21/65 ,  G06N3/08 ,  G01N21/94 ,  G01N21/85 ,  G06F17/14 ,  G01N21/31 ,  G01N21/64 ,  F01M11/10 ,  G01N35/00

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：US20190101473A1

公开(公告)日：2019-04-04

申请号：US16173182

申请日：2018-10-29

Applicant: Virtual Fluid Monitoring Services LLC

Inventor： Dustin Young ,  Mark Chmielewski ,  Chris Morton ,  Michael Siers ,  Scott Rudder

IPC: G01N1/10 ,  G01N33/28 ,  G01N21/85 ,  G01N21/64 ,  G01N21/31

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：US11442019B2

公开(公告)日：2022-09-13

申请号：US16444597

申请日：2019-06-18

Applicant: VIRTUAL FLUID MONITORING SERVICES LLC

Inventor： Chris Morton ,  Scott Rudder

IPC: G01J3/44 ,  G01N21/65 ,  G01N1/42

Abstract: Systems, methods, and computer-program products for fluid analysis and monitoring are disclosed. Embodiments include a 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. The system may further include a cooling system configured to enclose at least one member of the fluid analysis system. The cooling system encloses at least one member of the fluid analysis system including the excitation system, the detection system, the fluid inlet, the sample chamber, the Raman probe, and combinations thereof.

公开(公告)号：US10605702B2

公开(公告)日：2020-03-31

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 ,  G01N15/06 ,  G01N21/85 ,  G06N5/00 ,  G06N20/10 ,  G01J3/44 ,  G01N15/14 ,  G01N21/65 ,  G06N3/08 ,  G01N21/94 ,  G01N15/00 ,  G01N21/84 ,  G01N21/3577 ,  G01N21/35

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.