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 |
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.
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