Consistency Based Sensor Defect Detection
J.-F. Ehlenbröker, U. Mönks, V. Lohweg, in: AMA Conferences 2015, SENSOR 2015 - IRS2 2015, AMA-Fachverband, Nuremberg, Germany, 2015, pp. 878–883.
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Abstract
One general problem is the detection of sensor defects. Defective sensors can have several negative consequences, e. g., they will lead to machine failure when wear and tear of a machine is not detected sufficiently in advance. In this contribution we present a method to detect faulty sensors by calculating the consistency between sensor values. Background for this consistency-driven approach is a sensor fusion algorithm which combines sensors to attributes. These attributes are generally created based on local or thematical proximity. Therefore a consistency based approach is promising.
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AMA Conferences 2015, SENSOR 2015 - IRS2 2015
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878 - 883
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Ehlenbröker J-F, Mönks U, Lohweg V. Consistency Based Sensor Defect Detection . In: AMA Conferences 2015, SENSOR 2015 - IRS2 2015. Nuremberg, Germany: AMA-Fachverband; 2015:878-883.
Ehlenbröker, J.-F., Mönks, U., & Lohweg, V. (2015). Consistency Based Sensor Defect Detection . In AMA Conferences 2015, SENSOR 2015 - IRS2 2015 (pp. 878–883). Nuremberg, Germany: AMA-Fachverband.
Ehlenbröker J-F, Mönks U and Lohweg V (2015) Consistency Based Sensor Defect Detection . AMA Conferences 2015, SENSOR 2015 - IRS2 2015. Nuremberg, Germany: AMA-Fachverband, pp. 878–883.
Ehlenbröker, Jan-Friedrich, Uwe Mönks, and Volker Lohweg. “Consistency Based Sensor Defect Detection .” In AMA Conferences 2015, SENSOR 2015 - IRS2 2015, 878–83. Nuremberg, Germany: AMA-Fachverband, 2015.
Ehlenbröker, Jan-Friedrich, Uwe Mönks und Volker Lohweg. 2015. Consistency Based Sensor Defect Detection . In: AMA Conferences 2015, SENSOR 2015 - IRS2 2015, 878–883. Nuremberg, Germany: AMA-Fachverband.
Ehlenbröker, Jan-Friedrich ; Mönks, Uwe ; Lohweg, Volker: Consistency Based Sensor Defect Detection . In: AMA Conferences 2015, SENSOR 2015 - IRS2 2015. Nuremberg, Germany : AMA-Fachverband, 2015, S. 878–883
J.-F. Ehlenbröker, U. Mönks, V. Lohweg, Consistency Based Sensor Defect Detection , in: AMA Conferences 2015, SENSOR 2015 - IRS2 2015, AMA-Fachverband, Nuremberg, Germany, 2015: pp. 878–883.
J.-F. Ehlenbröker, U. Mönks, and V. Lohweg, “Consistency Based Sensor Defect Detection ,” in AMA Conferences 2015, SENSOR 2015 - IRS2 2015, 2015, pp. 878–883.
Ehlenbröker, Jan-Friedrich, et al. “Consistency Based Sensor Defect Detection .” AMA Conferences 2015, SENSOR 2015 - IRS2 2015, AMA-Fachverband, 2015, pp. 878–83.
Ehlenbröker, Jan-Friedrich et. al. (2015): Consistency Based Sensor Defect Detection , in: AMA Conferences 2015, SENSOR 2015 - IRS2 2015, Nuremberg, Germany, S. 878–883.
Ehlenbröker J-F, Mönks U, Lohweg V. Consistency Based Sensor Defect Detection . In: AMA Conferences 2015, SENSOR 2015 - IRS2 2015. Nuremberg, Germany: AMA-Fachverband; 2015. p. 878–83.
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