US 11,774,944 B2
Methods and systems for the industrial internet of things
Charles Howard Cella, Pembroke, MA (US); Mehul Desai, Oak Brook, IL (US); Gerald William Duffy, Jr., Philadelphia, PA (US); Jeffrey P. McGuckin, Philadelphia, PA (US); Tracey Ho, Pasadena, CA (US); John Segui, Costa Mesa, CA (US); Steven Blumenthal, Lexington, MA (US); and Chun Meng, South Pasadena, CA (US)
Assigned to Strong Force IoT Portfolio 2016, LLC, Fort Lauderdale, FL (US)
Filed by Strong Force IoT Portfolio 2016, LLC, Fort Lauderdale, FL (US)
Filed on Nov. 9, 2018, as Appl. No. 16/185,625.
Application 16/185,625 is a continuation in part of application No. PCT/US2017/031721, filed on May 9, 2017.
Claims priority of provisional application 62/584,103, filed on Nov. 9, 2017.
Claims priority of provisional application 62/427,141, filed on Nov. 28, 2016.
Claims priority of provisional application 62/412,843, filed on Oct. 26, 2016.
Claims priority of provisional application 62/350,672, filed on Jun. 15, 2016.
Claims priority of provisional application 62/333,589, filed on May 9, 2016.
Prior Publication US 2019/0171187 A1, Jun. 6, 2019
Int. Cl. G05B 19/4155 (2006.01); G05B 19/418 (2006.01); G06N 20/00 (2019.01); G05B 23/02 (2006.01); G06N 3/044 (2023.01); G06N 3/088 (2023.01); G06N 3/042 (2023.01); G06N 3/045 (2023.01)
CPC G05B 19/4155 (2013.01) [G05B 19/4183 (2013.01); G05B 23/0221 (2013.01); G06N 3/044 (2023.01); G06N 20/00 (2019.01); G05B 2219/31156 (2013.01); G05B 2219/31282 (2013.01); G05B 2219/33039 (2013.01); G06N 3/042 (2023.01); G06N 3/045 (2023.01); G06N 3/088 (2013.01)] 53 Claims
OG exemplary drawing
 
1. A monitoring system for data collection in an industrial environment, the system comprising:
a plurality of sensors communicatively coupled to a data collector having a controller;
a data collection band circuit structured to determine at least one collection parameter for at least one of the plurality of sensors from which to process output data; and
a machine learning data analysis circuit structured to receive output data from the at least one of the plurality of sensors and learn received output data patterns indicative of a state,
wherein the data collection band circuit alters the at least one collection parameter for the at least one of the plurality of sensors based on one or more of the learned received output data patterns and the state, and
wherein the at least one collection parameter is a bandwidth parameter.