TY - JOUR
T1 - An embedded system for AC series arc detection by inter-period correlations of current
AU - Lezama, Jinmi
AU - Schweitzer, Patrick
AU - Tisserand, Etienne
AU - Humbert, Jean Baptiste
AU - Weber, Serge
AU - Joyeux, Patrice
N1 - Publisher Copyright:
© 2015 Elsevier B.V. All rights reserved.
PY - 2015/12/2
Y1 - 2015/12/2
N2 - This paper presents a method for detecting series arcs for a 230 V AC-50 Hz residential installation, its implementation in an embedded circuit and its performance under real conditions. First, we evaluated the inter-period autocorrelation coefficient r of the line current. The algebraic estimation of the derivative of the signal r was then used to obtain an indicator of arc detection. r was calculated on the current at a sampling rate frequency of 5 kHz and the 50 Hz component was attenuated by an high pass (HP) filter. Tests carried out with domestic appliances with different power loads (resistive load, lamp, vacuum cleaner, dimmer etc) show a value for r which is very stable and close to 1 under normal conditions. The coefficient r weakens in the presence of an arc (initiated by a carbon path) and is no longer constant. The complete algorithm was implemented in real time on a 32-bit ARM Cortex-M3 microcontroller with a 12-bit ADC. The measuring current, which ranges from 0 to more than 20 A, was provided by a passive toroidal inductive probe. Four typical household loads were tested. The results obtained show that detection is operative and very fast (10 ms) with currents which exceed 400 mA.
AB - This paper presents a method for detecting series arcs for a 230 V AC-50 Hz residential installation, its implementation in an embedded circuit and its performance under real conditions. First, we evaluated the inter-period autocorrelation coefficient r of the line current. The algebraic estimation of the derivative of the signal r was then used to obtain an indicator of arc detection. r was calculated on the current at a sampling rate frequency of 5 kHz and the 50 Hz component was attenuated by an high pass (HP) filter. Tests carried out with domestic appliances with different power loads (resistive load, lamp, vacuum cleaner, dimmer etc) show a value for r which is very stable and close to 1 under normal conditions. The coefficient r weakens in the presence of an arc (initiated by a carbon path) and is no longer constant. The complete algorithm was implemented in real time on a 32-bit ARM Cortex-M3 microcontroller with a 12-bit ADC. The measuring current, which ranges from 0 to more than 20 A, was provided by a passive toroidal inductive probe. Four typical household loads were tested. The results obtained show that detection is operative and very fast (10 ms) with currents which exceed 400 mA.
KW - 230VAC
KW - Detection
KW - Embedded system
KW - Inter-period correlation
KW - Residential
KW - Series arc fault
UR - http://www.scopus.com/inward/record.url?scp=84940553392&partnerID=8YFLogxK
U2 - 10.1016/j.epsr.2015.08.005
DO - 10.1016/j.epsr.2015.08.005
M3 - Artículo de revisión
AN - SCOPUS:84940553392
SN - 0378-7796
VL - 129
SP - 227
EP - 234
JO - Electric Power Systems Research
JF - Electric Power Systems Research
ER -