Method and apparatus for detecting faults in a three-phase electrical distribution network
11428726 · 2022-08-30
Assignee
Inventors
Cpc classification
G01R31/085
PHYSICS
H02H7/26
ELECTRICITY
International classification
G01R31/08
PHYSICS
Abstract
A method for detecting faults (4) in a three-phase electrical distribution network comprising determining a zero sequence current (21 C), a first phase current (21A) and a second phase current (21 B) at a location of the three-phase electrical distribution network, determining first filtered currents (22) by removing a frequency component from the determined currents corresponding to a fundamental frequency of the electrical distribution network through filtering out said frequency component, determining directions of the first filtered currents during a first time period (23), and comparing said directions (24) relatively to each other, and, if at least one of the determined directions is opposite with respect to at least one of the other two determined directions, signaling a detection of a fault (25).
Claims
1. A method for detecting faults in a three-phase electrical distribution network, wherein the method comprises determining a zero sequence current, a first phase current and a second phase current at a location of the three-phase electrical distribution network, determining a first filtered zero sequence current, a first filtered first phase current and a first filtered second phase current by removing a frequency component from the zero sequence, the first phase and the second phase currents corresponding to a fundamental frequency of the electrical distribution network through filtering out said frequency component, said first filtered currents thereby including frequency components other than said removed frequency component, determining a direction of the first filtered zero sequence current, a direction of the first filtered first phase current and a direction of the first filtered second phase current during a first time period, comparing said directions relatively to each other, and, if at least one of the determined directions is opposite with respect to at least one of the other two determined directions, signaling a detection of a fault.
2. The method according to claim 1, wherein the method wherein the method, prior to the determination of said first filtered currents, comprises determining a second filtered zero sequence current, a second filtered first phase current and a second filtered second phase current by filtering the zero sequence current, the first phase current and the second phase current with respect to the fundamental frequency of the electrical distribution network, said second filtered currents thereby comprising only said fundamental frequency component.
3. The method according to claim 1, prior to the determination of said first filtered currents, comprises determining a negative sequence current based on the zero sequence current based on zero sequenced, the first phase and the second phase currents or based on second filtered currents during a second time period, determining a magnitude of a change during the second time period in the negative sequence current based on values of the negative sequence current temporarily before and after a fault, comparing said change to a value of zero sequence current temporarily after said fault, and, if the magnitude of said change with respect to the zero sequence current after said fault exceeds a second threshold, signaling a detection of said fault.
4. The method according to claim 1, prior to the determination of the zero sequence current, the first phase current and the second phase current, at the location of the three-phase electrical distribution network, wherein the method comprises comparing a value of zero sequence current to a first threshold.
5. The method according to claim 1, prior to the determination of said first filtered currents, the method comprises determining a positive sequence current during a third time period based on the frequency component of the zero sequence, the first phase and the second phase currents corresponding to the fundamental frequency of the electrical distribution network or based on said second filtered currents, comparing the positive sequence current to a third threshold and, if the positive sequence current exceeds the third threshold, signaling a detection of a fault.
6. The method according to claim 1, comprising determining zero sequence current directly by a measurement of a sum phase currents.
7. The method according to claim 1, wherein the determination of the zero sequence current, the first phase current and the second phase current at the location of the three-phase electrical distribution network comprises determining the zero sequence current, the first phase current and the second phase current with a first sampling frequency.
8. The method according claim 2, wherein at least one of the following is determined based on a determination of the zero sequence current, the first phase current and the second phase current with a second sampling frequency: the negative sequence current, the positive sequence current.
9. The method according to claim 2, wherein at least one of the following is determined based on a determination of the zero sequence, the first phase and the second phase current by down-sampling the determined the first phase, the second phase and zero sequence currents: the negative sequence current, the positive sequence current.
10. A fault detector control unit, wherein the fault detector control unit comprises at least one processor, and at least one memory storing at least one portion of computer program code, wherein the at least one processor being configured to cause the fault detector control unit at least to perform: determine a zero sequence current a first phase current and a second phase current at a location of the three-phase electrical distribution network, determine a first filtered zero sequence current, a first filtered first phase current and a first filtered second phase current by removing a frequency component from the zero sequence, the first phase and the second phase currents corresponding to a fundamental frequency of the electrical distribution network through filtering out said frequency component, said first filtered currents thereby including frequency components others than said removed frequency component, determine a direction of the first filtered zero sequence current, a direction of the first filtered first phase current and a direction of the first filtered second phase current during a first time period, compare said directions relatively to each other, and, if at least one of the determined directions is opposite with respect to at least one of the other two determined directions, signal a detection of a fault.
11. A fault detector, wherein the fault detector comprises a fault detector control unit according to claim 10, the fault detector further comprising means for determining a zero sequence current, a first phase current and a second phase current, means for imputing the determined zero sequence current, the first phase current and the second phase current to the fault detector control unit, and means for external communication.
12. An arrangement, wherein the arrangement comprises a number of fault detectors according to claim 11 arranged along a three-phase electrical distribution network for detecting faults in the electrical distribution network based on signaling a detection of a fault by at least one of the number of fault detectors via a communication network to a network management system.
13. A non-transitory computer readable storage medium containing computer executable instructions which when executed by a fault detector control unit of claim 10 cause the fault detector control unit to perform the method according to claim 1.
Description
BRIEF DESCRIPTION OF FIGURES
(1) The embodiments of the invention are illustrated by way of example, and not by way of limitation, in the figures of the accompanying drawings.
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DESCRIPTION OF SOME EMBODIMENTS
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(15) The fault detectors 10 may be arranged in connection with means for current determination of medium voltage electrical distribution network. The means for current determination may comprise current transformers, current sensors 3A-3C, Rogowski coils 3C, Hall sensors, etc. There may also be means for determination of voltage of medium voltage electrical distribution networks comprising, for example, measurement transformers, capacitive voltage dividers, resistive voltage dividers, etc.
(16) The electrical distribution networks in
(17) The transformers 1, 2 may have one or several primary side circuits and/or one or several secondary side circuits and/or tertiary circuits, etc. There may be typical switchgear arranged in connection with the main transformer 1 comprising measurement devices, relays, switches, etc.
(18) In
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(20) There may be, as shown in
(21) There may also be at least one distribution transformer 2 which have at one side the second voltage level VL2 and on the other side a third voltage level VL3. According to the example of the electrical distribution network shown in
(22) According to some embodiments, voltage levels VL1 and VL2 may be, for example, from 70 kV to 1000 kV and 1.5 kV up to 70 kV, respectively. Voltage level VL3 may be, for example, from 0 kV up to 1.5 kV.
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(25) Step 20 refers to a start-up phase of the method. A need for detection of faults is being established and appropriate devices are obtained and arranged in connection with the electrical distribution network. Devices may be configured and communication between different elements in the electrical distribution network may be established. The start-up phase 20 may include criteria for initialization of the method such as, for example, the value of zero sequence current, or the sum of the phase currents, exceeding a first threshold. There may also be other sources utilized to detect and indicate the existence of a fault in the network such as by a relay at the substation or information from a network management system or based on the level of determined zero sequence voltage.
(26) The zero sequence current or the sum of phase currents as defined herein are to be understood as being substantially the same values with the obvious difference of a multiplier ⅓, which may be taken appropriately into account when implementing an embodiment of the present invention, i.e. the zero sequence current is ⅓ times the sum of the phase currents.
(27) Steps 21A, 21B, 21C may, preferably, be performed substantially simultaneously. In step 21A, a first phase current is being determined. In step 21B a second phase current is being determined. In step 21C, a zero sequence current, or a sum of the phase currents, is being determined.
(28) According to an embodiment, the zero sequence current may also be determined by determining each of the phase currents separately by using the amount of current measurement instruments equal to the number of phases in the electrical distribution network.
(29) The zero sequence current or the sum of phase currents may, preferably, be determined instantaneously. Additionally, according to an embodiment, the zero sequence current may also be determined based on samples representing one fundamental cycle of the electrical distribution network, such as consecutive samples during 20 or about 16.7 milliseconds depending on the fundamental frequency of the electrical distribution grid, i.e. 50 or 60 Hz, respectively.
(30) Currents determined in steps 21A, 21B, 21C may be determined by, for example, measurements using current sensors or Rogowski coil sensors 3C. In step 21C, the zero sequence current may, preferably, be determined by a direct measurement utilizing a Rogowski coil sensor 3C which increases sensitivity of the measurement. The Rogowski coil sensor 3C measuring the zero sequence current may also be used to detect a fault condition in the electrical distribution network at start-up phase 20 of the method.
(31) Steps 21A-21C may include determining each one of the first phase current, the second phase current and the zero sequence current with a first sampling frequency. The first sampling frequency may, preferably, be 12.8 kHz, which yields 32 samples for each current during a 2.5-millisecond time period, which is of the order typical for an arcing-type ground fault event. The first sampling frequency may also be 9.6 kHz or 19.2 kHz.
(32) Step 22 comprises determining a first filtered zero sequence current, a first filtered first phase current, and a first filtered second phase current. The determined currents in steps 21A, 21B and 21C may comprise low frequency components such as a fundamental frequency component of the electrical distribution network which may be, for example, 50 or 60 Hz. There may also be harmonic and/or sub-harmonic frequency components present in the determined currents, or other various frequency components. In step 22, the determined currents, i.e. the zero sequence current, the first phase current, and the second phase current, may be filtered, for example, by a low-pass filter having cut-off frequency of the order of 75, 100 or 125 Hz in order to determine the first filtered zero sequence current, the first filtered first phase current, and the first filtered second phase current. Both analog and digital filtering may be utilized. The determination may comprise using analog filters or, preferably, by means of digital filtering. Different frequency components may be determined by using numerical methods such as utilizing Fast Fourier Transform (FFT) implemented on at least one processor.
(33) Step 23 comprises determining a direction or a polarity of the first filtered currents. Once the fundamental frequency component has been filtered out from the determined currents in step 22, there are only other than the fundamental frequencies present in the first filtered currents. By filtering out the fundamental frequency component from the determined currents in steps 21A-21C, the direction or polarity of the first filtered currents may be determined.
(34) The need and advantage of filtering out the fundamental frequency is further illustrated in
(35) As described hereinearlier and illustrated in
(36) The directions or polarities may, preferably, be determined based on the direction or polarity of the first half-cycle, i.e. the first time period, the time period 32 in
(37) According to an embodiment, a fourth order Butterworth may be utilized to filter the determined currents so as to obtain the first filtered currents from which the directions or polarities may be determined. The Butterworth filter may, preferably, be of the band-pass-type having lower cutoff frequency of 100 Hz and higher cutoff frequency 600 Hz, which enables determining the directions or the polarities during the first half-cycle 32. The rapid discharging part 31 is thus smoothed out from said first filtered currents.
(38) Step 24 comprises comparing the directions or polarities of the first filtered currents. If the directions or polarities are the same, such as in
(39) If, on the other hand, at least one of the directions or polarities of the first filtered currents is opposite with respect to the rest of the directions or polarities of the first filtered currents such as in
(40) The signal for the detection of a fault may be transmitted to a network management system (NMS) or signaled by a visual output, such as a light emitting diode (LED) for a user or maintenance person locating and preparing to repair the fault.
(41) Method execution is ended in step 26. The fault detecting is no longer necessary or the conditions for existence of a fault are no longer present.
(42) According to an embodiment of the present invention, the first threshold value used in the fault detectors 10 may be set to approximately 1 to 6 amperes or preferably 1 to 3 amperes. The chosen threshold value for the sum of the phase currents depends on the preferred sensitivity of the fault indication devices. The threshold may be statically defined or dynamically adjusted based on the network configuration or other parameters.
(43) According to an embodiment, the method according to the present invention may be performed continuously or the method may be initialized after a certain criterion is fulfilled. The criterion may be, for example, a value of zero sequence current with respect to the first threshold. This value of zero sequence current may be determined, for example, continuously, prior to steps 21A-21C.
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(45) Step 60 refers to a start-up phase of the method. A need for detection of faults is being established and appropriate devices are obtained and arranged in connection with the electrical distribution network. Devices may be configured and communication between different elements in the electrical distribution network may be established. The start-up phase 60 may include criteria for initialization of the method such as, for example, the value of zero sequence current, or the sum of the phase currents, exceeding the first threshold. There may also be other sources utilized to detect and indicate the existence of a fault in the network such as by a relay at the substation or information from a network management system or based on a level of determined zero sequence voltage.
(46) Steps 61A-61C may be identical to the steps 21A-21C shown in
(47) Prior to performing the method illustrated in
(48) In step 63, based on the determined zero sequence, first phase and second phase currents, the magnitude of a change during a second time period of the negative sequence current may be determined. The second time period may, advantageously, be at least half a fundamental cycle of the electrical distribution network. More advantageously, the second time period may be a full fundamental period of the electrical distribution network such as 20 or 16.7 milliseconds. The determination of said change in the negative sequence current may be determined based on the values of negative sequence current temporally before and after a fault, i.e., ΔI.sub.2=|I.sub.2,2−I.sub.2,1|, wherein ΔI.sub.2 is the magnitude of the change of negative sequence current during the fault, I.sub.2,2 is the value of negative sequence current after the fault and I.sub.2,1 the value of negative sequence current before the fault. In order to increase the accuracy of the negative sequence current, FFT may be used in step 62 to filter the determined currents so that they substantially comprise only of the fundamental frequency component.
(49) In step 64, the change of negative sequence current ΔI.sub.2 may be compared to the value zero sequence current temporally after the fault 4, i.e., for example, determining the ratio ΔI.sub.2/I.sub.0,2, wherein I.sub.0,2 is the value zero sequence current temporally after the fault 4.
(50) In step 65, the solution or the ratio determined in step 64 may then be compared to a second threshold. The second threshold may be, for example, 0.4. If the solution or the ratio determined in step 64 exceeds the second threshold, it may be concluded that the location at which the currents are determined is located on a faulty line and between the substation, or the main transformer 1, and the fault location 4. In this case the detection of fault is signaled as illustrated in
(51) Method execution is ended in step 67. The fault detecting is no longer necessary or the conditions for existence of a fault are no longer present.
(52) In
(53) Step 72, however, may comprise the features of both of the steps 22 and 62. The negative sequence current and/or a positive sequence current may be determined with a second sampling frequency or by down-sampling the determined currents in steps 71A-71C.
(54) According to an embodiment, the down-sampling may be performed, advantageously, for the detection of the permanent-type faults but may in addition be utilized for the detection of arcing-type or intermittent faults. According to some embodiments, if the first sampling frequency is 12.8 kHz and every second, fourth or eight sample may be utilized, the second sampling frequency may thereby be, for example, 6.4 kHz, 3.2 kHz or 1.6 kHz, respectively.
(55) The determined currents may be stored on memory means 806. The determined currents may be stored in a buffer or a sliding window memory, i.e., for example, the last 16 samples or the last 20 milliseconds or the last 10 cycles of the electrical distribution network or so depending, for example, on the system specifications and required amount of samples in order to determine different parameters for implementing the method according to some embodiments of the present invention.
(56) Steps of the method according to an embodiment of the present invention at 700 may be performed continuously or the method may be initialized after a certain criterion is fulfilled. The criterion may be, for example, a level of the determined zero sequence current. According to an embodiment, the steps shown in
(57) In step 72, in addition to determination of the first filtered currents, the second filtered currents may be determined. Step 72 may be executed on a processor in a fault detector 10 in case where only the first filtered currents are being determined or in case where also the second filtered currents are being determined. This yields a simple and cost-effective structure for the fault detector 10 with various functionalities.
(58) The method according to an embodiment of the present invention may comprise alternative or in addition to determining the negative sequence current, determining a positive sequence current. The determined positive sequence current may be used to detect symmetrical faults in the electrical distribution network such as three-phase short-circuit faults. According to an embodiment, a fault may be detected when the positive sequence current determined during a third time period exceeds a third threshold after which the detection may be signaled to, e.g., a network management system or indicated by a LED in order for a maintenance person to detect the signaling of the detection of the fault. The third time period may be equal to the second time period or may be different. The third threshold may be, for example, 100 A to 1000 A depending on the electrical distribution network. The third threshold may be of the constant current, constant time delay, inverse time or an adaptive type threshold.
(59) The negative and positive sequence currents may be determined by storing determined currents on a buffer or a sliding window memory. In this case the windows should, preferably, be configured to be at least half of a fundamental cycle of the electrical distribution network.
(60) According to an embodiment of the present invention, the methods may be implemented by computer program product or computer program code when executed on a processor.
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(62) External units 801 may be connected to a communication interface 808 of the fault detector control unit 800. External unit 801 may comprise wireless connection or a connection by a wired manner or, for example, a display. The communication interface 808 provides interface for communication with external units 801 such as routers, other fault detector 10, relays, substation automation devices, network management systems, etc. There may also be connection to local devices such as a laptop or a handheld device. There may also be a connection to a database of the fault detector 10 or an external database including information used in controlling the operation of the fault detector or detectors such as a database of a network management system.
(63) A fault detector control unit 800 may comprise one or more processors 804, one or more memories 806 being volatile or non-volatile for storing portions of computer program code 807A-807N and any data values and possibly one or more user interface units 810. The mentioned elements may be communicatively coupled to each other with e.g. an internal bus.
(64) The processor 804 of the fault detector control unit 800 is at least configured to implement at least some method steps as described. The implementation of the method may be achieved by arranging the processor 804 to execute at least some portion of computer program code 807A-807N stored in the memory 806 causing the processor 804, and thus the fault detector control unit 800, to implement one or more method steps as described. The processor 804 is thus arranged to access the memory 806 and retrieve and store any information therefrom and thereto. For sake of clarity, the processor 804 herein refers to any unit suitable for processing information and control the operation of the fault control unit 800, among other tasks. The operations may also be implemented with a microcontroller solution with embedded software. Similarly, the memory 806 is not limited to a certain type of memory only, but any memory type suitable for storing the described pieces of information may be applied in the context of the present invention.
(65) The communication interface 808 may comprise an antenna and/or a communication port for wired communication technology, e.g. Ethernet or other local area network (LAN) interface. In case of wireless communication, the receiver may utilize e.g. radio frequency technologies such as IEEE 802.15.4-based Zigbee®, wireless local area network (WLAN), Global System for Mobile Communication (GSM®), Third Generation (3G), Long Term Evolution (LTE®) technologies.
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(67) According to an embodiment of the present invention, the fault detector 10 may comprise one or several inputs. These may include measurement of currents 920 and/or voltages 920 of the electrical distribution network such as phase currents 920 or voltages 920 or the sum of phase currents 920 or voltages 920 as well as for determining electrical powers, apparent, active and/or reactive powers. There may be various filters utilized to filter the measurements such as an integrator-type filter 925.
(68) According to an embodiment of the present invention, there may be an analog-to-digital converter 915 or converters 915 to be used the convert analog signals to digital signals to be fed into the fault detector control unit 800 or the separate processor. There may also be digital inputs 930 through which the fault detector 10 may be configured or reconfigured. There may also be interfacing device 935 or devices 935 for the digital inputs 930.
(69) According to an embodiment of the present invention, the fault detector 10 may comprise connection means for auxiliary measurements such as a capacitive voltage measurement 940, e.g., a capacitive voltage divider. There may also be connection means 945 for the external units 801. There may also be wired communication means such as an Ethernet connection in wired manner 950, e.g., through an RJ45 connector. The fault detector 10 may also comprise infrared or other such wireless communication means.
(70) According to an embodiment of the present invention, the fault detector 10 may comprise one or several communication modules 808 such as to communicate with external devices or systems wirelessly or in wired manner. The fault detector may be configured to communicate using various protocols such as defined in IEC (International Electrotechnical Commission) 61850 standard, IEC 60870-5-104 standard, in compliance with CANOpen®, or Internet of Things (IoT) protocols such as Long range wireless protocol LoRa®. The fault detector 10 may be configured to transmit the fault detection signal and/or the fault non-detection signal to a network management system wirelessly or in wired manner. Power line communication (PLC) may also be used to transmit signals to an external device or system.
(71) The fault detector 10 may be in direct communication with the network management system or may communicate through a router device. The router device may be connected to a number of fault detectors and serve, for example, all fault detectors in a certain specific area. According to an embodiment, an extension unit may be connected to a fault detector or fault detectors. The extension unit may be used, for example, in case when more measurements are needed than a fault detector 10 according to an embodiment of the present invention comprises. This may be needed in case of several lines starting from one location or where several transformers are arranged to one location which then requires the use of a plurality of fault detectors 10 in one location. The plurality of fault detectors may then be operated through the extension unit.
(72) According to one embodiment of the present invention, the fault detector 10 comprises an internal energy storage unit such as, e.g., a battery or a supercapacitor. According to another embodiment, the fault detector 10 may comprise a connection to a backup power source such the ones typically utilized in remote-controlled disconnector stations. According to still one embodiment, the fault detector 10 may have a connection to an energy harvesting unit such as, e.g., a photovoltaic solar or wind power system. There may be also a connection to backup power system such as an uninterruptible power supply (UPS) system or a system comprising, e.g., a fuel cell or an auxiliary power generation system such as a reciprocating engine connected the an electrical generator and the system having suitable power conversion units, e.g. including power electronic components, to provide electricity for the fault detector 10.
(73) One embodiment of the present invention is schematically shown in
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(75) According to an embodiment of the present invention, the fault detectors 10 may, advantageously, be arranged in close vicinity to distribution transformers 2 so that a low voltage power source may readily be available. The fault detectors 2 may also be arranged along the lines as well as to an overhead line to underground cable interface which enable detecting whether the fault is in the overhead part or the underground cable part of the line. According to still another embodiment, the fault detectors 10 may be arranged at the remote-controlled disconnector stations which typically have auxiliary power systems which include backup electrical power source in case of disturbances in the network.
(76) According to an embodiment of the method in accordance with the present invention is to utilize fault detectors 10 for locating the fault by utilizing the network management system 1100 or a monitoring system 1100 as shown in
(77) According to an embodiment of the present invention in
(78) The monitoring system according to an embodiment of the present invention may comprise at least one computer which is functionally connected to the fault detectors 10 via a communication network 1010 and capable of sending control signals to relays and other protective devices in the distribution network. The computers 1110 comprise a processing unit, a memory unit, a communication unit and a suitable user interface as well as suitable operating system software. The monitoring system may also be capable of sending signals to the fault detectors 10. The monitoring system 1100 may actually be capable of transferring revised fault monitoring logic to the fault detectors such as, e.g. the threshold for the sum of the phase currents or other parameters such as operation mode according to which detection or non-detection signal may be sent to the monitoring system.
(79) According to a particular embodiment, the monitoring system includes an algorithm which process the received detection and/or non-detection signals from fault detectors 10 by categorizing or grouping the fault detectors 10 based on, e.g., on which feeder or part of the network the particular fault detector 10 is located. Because the fault detectors 10 have been arranged in certain location, they may be assigned a number representing an order in the sequence of fault indication devices. By comparing the detection signals and the sequence numbers, the algorithm is capable of determining the location of the fault to a particular part or section of the network. The location information may then be forwarded directly to an operator or a working group in order to clear or the repair the faulted part of the network.
(80) The specific examples provided in the description given above should not be construed as limiting the applicability and/or the interpretation of the appended claims. Lists and groups of examples provided in the description given above are not exhaustive unless otherwise explicitly stated.