TY - JOUR
T1 - Condition Monitoring of DC-Link Capacitors Using Goertzel Algorithm for Failure Precursor Parameter and Temperature Estimation
AU - Sundararajan, Prasanth
AU - Sathik, Mohamed Halick Mohamed
AU - Sasongko, Firman
AU - Tan, Chuan Seng
AU - Pou, Josep
AU - Blaabjerg, Frede
AU - Gupta, Amit Kumar
PY - 2020/6
Y1 - 2020/6
N2 - Aluminum electrolytic capacitors are some of the weakest components in a power converter system. Therefore, condition monitoring of capacitors can prevent unexpected system downtime due to capacitor failures. This article proposes a condition monitoring system for electrolytic capacitors used as dc-link capacitors in front-end rectifier-fed three-phase inverters. The proposed methodology is based on equivalent series resistance (ESR) and capacitance estimation using the Goertzel algorithm. The ESR is used as the degradation indicator, whereas the capacitance value is used as both degradation indicator and temperature-sensitive electrical parameter to estimate core or hotspot temperature. Even though the use of capacitance to estimate hotspot temperature has already been proposed, this article tackles the practical difficulties associated with capacitor core-temperature estimation using the capacitance and demonstrates a successful implementation strategy for applying this method in power converters to estimate core temperature online. It also introduces a self-calibration procedure to mitigate ageing-related errors in temperature estimation. An experimental setup is used to verify the proposed conditioning monitoring system. The experimental results prove the effectiveness and accuracy of the proposed technique.
AB - Aluminum electrolytic capacitors are some of the weakest components in a power converter system. Therefore, condition monitoring of capacitors can prevent unexpected system downtime due to capacitor failures. This article proposes a condition monitoring system for electrolytic capacitors used as dc-link capacitors in front-end rectifier-fed three-phase inverters. The proposed methodology is based on equivalent series resistance (ESR) and capacitance estimation using the Goertzel algorithm. The ESR is used as the degradation indicator, whereas the capacitance value is used as both degradation indicator and temperature-sensitive electrical parameter to estimate core or hotspot temperature. Even though the use of capacitance to estimate hotspot temperature has already been proposed, this article tackles the practical difficulties associated with capacitor core-temperature estimation using the capacitance and demonstrates a successful implementation strategy for applying this method in power converters to estimate core temperature online. It also introduces a self-calibration procedure to mitigate ageing-related errors in temperature estimation. An experimental setup is used to verify the proposed conditioning monitoring system. The experimental results prove the effectiveness and accuracy of the proposed technique.
KW - Aluminum electrolytic capacitors (AECs)
KW - condition monitoring
KW - Goertzel algorithm
KW - parameter estimation
KW - pulsewidth modulated inverters
UR - http://www.scopus.com/inward/record.url?scp=85080901355&partnerID=8YFLogxK
U2 - 10.1109/TPEL.2019.2951859
DO - 10.1109/TPEL.2019.2951859
M3 - Journal article
SN - 0885-8993
VL - 35
SP - 6386
EP - 6396
JO - I E E E Transactions on Power Electronics
JF - I E E E Transactions on Power Electronics
IS - 6
M1 - 8892651
ER -