mirage

Auto-calibration and -compensation of a capacitive pressure sensor using multilayer perceptrons

DSpace/Manakin Repository

 

Search DR-NTU


Advanced Search Subject Search

Browse

My Account

Auto-calibration and -compensation of a capacitive pressure sensor using multilayer perceptrons

Show simple item record

dc.contributor.author Patra, Jagdish Chandra
dc.contributor.author Van den Bos, Adriaan
dc.date.accessioned 2011-10-13T00:54:38Z
dc.date.available 2011-10-13T00:54:38Z
dc.date.copyright 2000
dc.date.issued 2011-10-13
dc.identifier.citation Patra, J. C., & Van den Bos, A. (2000). Auto-calibration and -compensation of a capacitive pressure sensor using multilayer perceptrons. ISA Transactions, 39, 175-190.
dc.identifier.issn 0019-0578
dc.identifier.uri http://hdl.handle.net/10220/7253
dc.description.abstract Using multilayer perceptrons (MLPs), a smart model for a capacitive pressure sensor (CPS) is proposed. When the ambient temperature changes, the nonlinear response characteristics of a CPS may vary widely. Under such conditions, calibration of the sensor and compensation of the nonlinear sensor characteristics to obtain correct readout becomes a difficult task. The proposed MLP model can provide automatic nonlinear compensation and calibration of the CPS characteristics. A microcontroller unit (MCU)-based implementation scheme for this model is also considered. Simulation results show that this model can estimate the pressure with a maximum full-scale error of ±1% over a variation of temperature from −50 to 150°C.
dc.format.extent 16 p.
dc.language.iso en
dc.relation.ispartofseries ISA transactions
dc.rights © 2000 Elsevier. This is the author created version of a work that has been peer reviewed and accepted for publication by ISA Transactions, Elsevier. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [DOI: http://dx.doi.org/10.1016/S0019-0578(00)00009-4].
dc.subject DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation.
dc.title Auto-calibration and -compensation of a capacitive pressure sensor using multilayer perceptrons
dc.type Journal Article
dc.contributor.school School of Computer Engineering
dc.identifier.doi http://dx.doi.org/10.1016/S0019-0578(00)00009-4
dc.description.version Accepted version
dc.identifier.rims 121255

Files in this item

Files Size Format View Description
Auto-calibratio ... citive pressure sensor.pdf 1.065Mb PDF View/Open Main article

This item appears in the following Collection(s)

Show simple item record

Statistics

Total views

All Items Views
Auto-calibration and -compensation of a capacitive pressure sensor using multilayer perceptrons 465

Total downloads

All Bitstreams Views
Auto-calibration and -compensation of a capacitive pressure sensor.pdf 268
2000isa2.pdf 4

Top country downloads

Country Code Views
United States of America 109
Singapore 52
China 22
India 22
Taiwan 14

Top city downloads

city Views
Mountain View 78
Singapore 50
Taipei 11
New Delhi 7
Oran 4

Downloads / month

  2014-06 2014-07 2014-08 total
Auto-calibration and -compensation of a capacitive pressure sensor.pdf 0 0 6 6