ADAPTATION PERFORMANCE IMPROVEMENTS FOR ACTIVE CONTROL OF SOUND OR VIBRATION

Patent №

US 6,772,074

Granted

2004-08-03

Filed 2002

Owner

SIKORSKY AIRCRAFT CORPORATION

Lab

AI components

2

ml · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10083949

A noise or vibration control system improves the quality of adaptation estimates by filtering the input signals to the adaptation, selectively implementing a “dead-zone” during which adaptation does not occur and by selectively adding a dither signal to the control commands. The dead-zone is based on the magnitude of the changes in the control commands, which are responding to the changes in the sensor signals. The dead-zone can be applied to all actuators simultaneously, or can be applied to the adaptation of each actuator channel independently. To maintain identifiability, a “dither signal” is added to the control commands to “ping” the system to increase the amount of information available to the adaptive algorithm. The dither signal is preferably implemented on only one actuator channel at a time. Also, the dither amplitude for each channel is preferably set to be proportional to the current control amplitude. The quality of the adaptation estimates is also improved by filtering the input signals to the adaptation circuit, yk=&Dgr;zk, and vk=&Dgr;uk. Among other things, the filter matches the filtering applied by the harmonic estimator.

Machine learningPlanningF16F 15/02F16F 15/00G05B 13/0225G10K 11/17825G10K 11/17833G10K 11/17853G10K 11/17854G10K 11/17875

AI classification

Planning1.00
Machine learning0.58
Vision0.12
Speech0.01
Evolutionary computation0.00
Knowledge representation0.00
Natural language0.00
AI hardware0.00

Ownership

SIKORSKY AIRCRAFT CORPORATION

assignment · 128390678

Assignors

MILLOTT, THOMAS A., MACMARTIN, DOUGLAS G., PARK, CHRISTOPHER G.

On an employer assignment, the assignors are typically the inventors.

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