OPENTECHNICAL PUBLICATION OT-2026-000001624 Methods and systems for detection in an industrial internet of things data collection environment with noise pattern recognition for boiler and pipeline systems Published: 2026-09-15T19:07:06.163201Z Permanent URL: https://opentechnical.org/p/OT-2026-000001624 Categories: Sensors, Controls & Machine Vision > Industrial Control ------------------------------------------------------------------------ ABSTRACT Methods and systems for a monitoring system for data collection in an industrial environment including a data collector communicatively coupled to a plurality of input channels connected to data collection points operationally coupled to at least one industrial component in at least one of an industrial boiler system or industrial pipeline system; a data storage structured to store a library of stored noise patterns associated with operation of the at least one industrial component; a data acquisition circuit structured to interpret a plurality of detection values from the collected data; and a data analysis circuit structured to: analyze the collected data, determine a measured noise pattern for the at least one industrial component, and compare the measured noise pattern to the library of stored noise patterns to identify a changed condition of the at least one industrial component. ------------------------------------------------------------------------ OpenTechnical publication OT-2026-000001624 Published 2026-09-15T19:07:06.163201Z https://opentechnical.org/p/OT-2026-000001624