WO1999009424A1 - Electric arc monitoring systems - Google Patents
Electric arc monitoring systems Download PDFInfo
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- WO1999009424A1 WO1999009424A1 PCT/US1997/014497 US9714497W WO9909424A1 WO 1999009424 A1 WO1999009424 A1 WO 1999009424A1 US 9714497 W US9714497 W US 9714497W WO 9909424 A1 WO9909424 A1 WO 9909424A1
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- Prior art keywords
- arc
- electric
- detector
- signature
- frequency
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R23/00—Arrangements for measuring frequencies; Arrangements for analysing frequency spectra
- G01R23/16—Spectrum analysis; Fourier analysis
- G01R23/18—Spectrum analysis; Fourier analysis with provision for recording frequency spectrum
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R29/00—Arrangements for measuring or indicating electric quantities not covered by groups G01R19/00 - G01R27/00
- G01R29/08—Measuring electromagnetic field characteristics
- G01R29/0807—Measuring electromagnetic field characteristics characterised by the application
- G01R29/0814—Field measurements related to measuring influence on or from apparatus, components or humans, e.g. in ESD, EMI, EMC, EMP testing, measuring radiation leakage; detecting presence of micro- or radiowave emitters; dosimetry; testing shielding; measurements related to lightning
- G01R29/0842—Measurements related to lightning, e.g. measuring electric disturbances, warning systems
Definitions
- the technical field of the invention includes methods and apparatus for monitoring, detecting, indicating, evaluating and signaling electric arcs or sparks.
- the chaotic electromagnetic emanations manifesting themselves as electric arcs or sparks are closely linked to matter, wherein electromagnetic interactions bind electrons to nuclei in atoms and molecules and wherein the fundamental unit of electromagnetic rc-diation is the photon.
- spectra of electric arcs and sparks extend practically from DC through the entire radio-frequency spectrum and through microwave, infrared and light spectra.
- Useful exploitations of the electric arc and spark phenomenon include the electric arc lamp, electric welding, the electric-arc- type of metallurgical furnace, the arc t . e of ion generator in satellite thrusters and for propulsion in outer space, the spark-plug- type of ignition in internal combustion engines, and electric spark ignition in gas appliances.
- Reliable arc monitoring would thus be highly desirable in a large number and variety of electrical circuits. These are, of course, only representative examples of fields where reliable arc or spark monitoring could be useful.
- a major stagnating problem in this respect has been that prior-art development has run its course in its fear of false alarms. Of course, false alarms are the bane of alarm systems, as frequent occurrence of false alarms can nullify the utility of any alarm system.
- the arc detection system as disclosed in the International Patent Publication WO90/04278, by HAMPSHIRE, Michael John, rejects frequencies below about 160 kHz and above some 180 kHz of the arc signal signature, leaving for electrical fault detection only a narrow 20 kHz band at some 170 kHz center frequency.
- HAMPSHIRE a registered trademark of HAMPSHIRE
- Michael John rejects frequencies below about 160 kHz and above some 180 kHz of the arc signal signature, leaving for electrical fault detection only a narrow 20 kHz band at some 170 kHz center frequency.
- This left a sample for arc detection that was dozens of times too small in the 100 kHz range for reliably detecting the occurrence of an arc signature while at the same time preventing the occurrence of false alarms equally reliably.
- a frequency selective arc detection system of a subsequently filed prior-art application appears as a typical representative of the prior-art approach to arc detection. It accordingly presents a variety of approaches to arc detection that mainly look at frequencies in the upper kilohertz range, such as from 100 kHz to one megahertz. This, however, covers not only major portions of the public A.M. radio broadcast band, also known as “long-wave” and “medium-wave” broadcast bands in some countries, but also the kind of control or security systems radio frequency band referred to in the above mentioned W090/04278 reference. Depending on location, one thus had to contend with dozens of extraneous signal interferences.
- Fractal geometry in effect is a manifestation of the fact that the natural world does not conform to an Euclidean type of geometry.
- Euclidean geometry is: based on characteristic sizes and scaling. The natural world is not limited to specific size or scaling. Euclidean geometry suits man-made objects, but cannot realistically express natural configurations. Euclidean geometry is described by formulas, whereas the mathematical language of natural phenomena is recursive algorithms. Such recursiveness is an expression of nature throughout destructive if not chaotic influences, manifesting itself, for instance, in a persistent invariance against changes in size and scaling, called self-similarity or self-affinity . Fractals are self-similar in that each of various small portions of a fractal represents a miniature replica of the whole.
- Electric arc or spark monitoring generally addresses itself to so-called arc signatures which are part of the electromagnetic spectrum of arcs or sparks situated in frequency bands way below light, heat radiation and microwave spectra. Problems in this area include false alarms from mutual induction among neighboring monitored circuits. In this respect, reference may be had to a standard equation for mutual induction, such as between a monitored circuit in which an arc is occurring, and a neighboring monitored circuit in which no arc is occurring at the time:
- I a ⁇ arc signature current flowing in the monitored circuit where an electric arc occurs at the moment
- I n current induced by the arc signature in a oni- tored neighboring circuit where no arc has occurred at the moment
- M mutual inductance
- Z n impedance of said neighboring circuit
- f frequency
- I n (2 ⁇ fMI../f)/Z n (2) in which "f” would cancel out, so that one gets
- I n 2 ⁇ rMI aB /Z n (3)
- the expression "monitoring” is herein used in a broad sense, including monitoring, detecting, indicating, evaluating and/or signaling electric arcs or sparks, whereas the word “arc” is herein used generically to cover electric arcs and sparks interchangeably as being essentially the same phenomenon.
- the subject invention exploits the discovery that electric arcs are fractal phenomena not only in the visible luminous portion of their electromagnetic radiation, as heretofore thought, but in fact are fractal phenomena all the way down to the extremely low frequency band of their electromagnetic emanation into space or along wires of the circuit where the particular arc occurs. Since all essential information that signifies "arc" is thus contained in each fractal subset, it is sufficient for arc monitoring purposes to monitor a fractal subset of the arc's electromagnetic emanation.
- the fractal nature of the arc is not limited to its visible region, but in fact extends all the way down to a few cycles per second of its signature, adds to the previously known characteristics of electric arcs at least one fundamental characteristic and at least one criterion; namely, that:
- the selection of the monitoring frequency band for each purpose is liberated from prior-art con- straints and can truly be the result of an optimum tradeoff in sensitivity, speed of detection, prevention or rejection of false signals, desired length of travel and mode of transmission of the arc signature from the arc to the monitoring circuit in different environments.
- the subject invention resides in a system of monitoring an electric arc having an arc signature typified by a wideband range of frequencies of a chaotic nature in a monitored circuit, and, more specifically, resides in selecting a fractal subset of the arc signature characterized by relatively long travel along the monitored circuit, and monitoring that fractal subset of the arc signature.
- the expression "relatively” in this context refers to the fact that the length of possible travel of the arc signal is inversely proportional to the frequency of the arc .signature. In this respect, reference may be had to the familiar algebraic equation for electric current:
- I electric current
- E voltage or potential
- R resistance
- f frequency
- L inductance
- C capacitance of the electric circuit.
- a related benefit of an embodiment of the invention can be seen; namely, that a selection of the lowest frequency or longest wavelength fractal in effect amounts to a selection of the longest survivor of the different fractals of the arc signature traveling along the monitored circuit.
- the monitored circuit itself thus performs the function of a low-pass filter for the arc detection monitor.
- embodiments of the invention permit arc monitoring at considerable distances from the occurrence of arcs in the circuit, which is useful in practice for several reasons, including the capability of surveying large circuits, and the convenience of providing central arc detection monitoring stations for several different circuits.
- lower frequency fractals pursuant to embodiments of the invention induce less spurious signals through cross-induction in neighboring circuits than arc signatures having higher frequencies.
- Low frequency fractals more effectively avoid false alarms from mutual inductance among neighboring circuits than arc signatures at higher frequencies.
- embodiments of the invention not only permit arc monitoring at considerable distances from the occurrence of arcs in a monitored circuit, but also avoid false alarms in neighboring monitored circuits.
- the electric arc is detected from a fractal subset of the arc signature at frequencies below 30 kHz.
- VLF very low frequency
- a presently preferred embodiment of the invention restricts fractal subsets from which the electric arc is detected to the ELF (extremely low frequency) band which in that IEEE Standard Dictionary is defined as extending from 3 Hz to 3 kHz.
- Another embodiment of the invention restricts monitored fractals to arc signature frequencies below the voice frequency band (vf) defined in that IEEE Standard Dictionary as extending from 200 Hz to 3500 Hz.
- vf voice frequency band
- a further embodiment of the invention restricts monitored fractal subsets to arc signature frequencies below a first harmonic of a standard line frequency in alternating-current power supply systems.
- an apparatus for monitoring an electric arc having an arc signature typified by a wideband range of frequencies of a chaotic nature in a monitored circuit comprises, in combination, an electric filter having an input coupled to that arc, having a passband corresponding to a fractal subset of the arc signature characterized by relatively long travel along the monitored circuit, and having an output for that fractal subset of arc signature.
- Such apparatus includes a chaotic wideband signal detector having a detector input for that fractal subset of the arc signature coupled to the output of the electric filter.
- the invention resides in a method of monitoring an electric arc having an arc signature extending over a wideband range of frequencies of a chaotic nature in a monitored circuit.
- the invention according to this aspect resides, more specifically, in the improvement comprising, in combination, processing portions of the arc signature in two paths out of phase with each other, and monitoring the electric arc from such out of phase portions of the arc signature.
- the invention resides in apparatus for monitoring an electric arc having an arc signature typified by a wideband range of frequencies of a chaotic nature in a monitored circuit.
- the invention resides, more specifically, in the improvement comprising, in combination, an electric filter having an input coupled to the arc, having a passband corresponding to portions of the arc signature, and having an output for such portions of arc signature, an inverting amplifier having an input connected to the output of the electric filter, and having an amplifier output, a non-inverting amplifier having an input connected to the output of the electric filter, and having an amplifier output, and a chaotic wideband signal detector having z. detector input coupled to the amplifier outputs of the inverting and non- inverting amplifiers.
- the invention resides in a method of monitoring an electric arc having an arc signature extending over a wideband range of frequencies of a chaotic nature in a monitored circuit, and, more specifically, resides in the improvement comprising, in combination, treating the arc signature as a modulated carrier having a modulation indicative of the electric arc, and monitoring the electric arc by monitoring a modulation of the modulated carrier.
- the invention resides in apparatus for monitoring an electric arc having an arc signature typified by a wideband range of frequencies of a chaotic nature in a monitored circuit, and, more specifically, resides in the improvement comprising, in combination, a modulated carrier detector having an arc signature input and a carrier Modulation output.
- the invention resides in apparatus for monitoring an electric arc having an arc signature typified by a wideband range of frequencies of a chaotic nature in a monitored circuit, and, more specifically, resides in the improvement comprising, in combination, combined modulated carrier detectors having arc signature inputs and a combined carrier modulation output.
- Fig. 1 is a polar coordinate representation of an electric arc signature spectrum in terms of wavelength and illustrates selection of a fractal subset for arc monitoring pursuant to an embodiment of the invention
- Fig. 2 is a block diagram of an electric arc monitoring system pursuant to an embodiment of the invention
- Fig. 3 shows gain vs. frequency graphs illustrating a presently preferred embodiment of the invention
- Fig. 4 is a schematic of circuitry that may be used in the system of Fig.
- Fig. 5 is a schematic of another circuitry that may be used in the system of Fig. 2 or otherwise for monitoring an arc according to an embodiment of the invention
- Fig. 6 is a schematic of a further circuitry that may be used in the system of Fig. 2 or otherwise for monitoring the arc also according to an embodiment of the invention
- Fig. 7 is a circuit diagram of an optical indicator of possible or actual arcing that can be used at various stages in the systems of Figs. 2, 4, 5 and 6, according to a further embodiment of the invention.
- FIG. 1 is copyright ® as an original creation under the Berne Convention and all corresponding national laws, with Hendry Mechanical Works, of Goleta, California, United States of America, being the copyright proprietor which understands that this figure will be published by the World Intellectual Property Organization and thereafter by patent offices throughout the world. Modes of Carrying Out the Invention
- FIG. 1 shows the workings of the invention in terms of a logarithmic spiral.
- arc signature spectra traditionally have been plotted in Cartesian coordinates and in terms of frequency. To a large extent, thinking and plotting in terms of frequency was justified, since the frequency of the arc signature is largely independent of the medium through which it travels, while the wavelength of the arc signature depends more directly on the traversed medium.
- ammonite shell had a chambered structure wherein internal chambers were partitioned off by septa, which were a series of spaced plates which were spaced most closely at the center of the shell and the spacing of which increased logarithmically along the growth spiral of the shell. Accordingly, the size of the chambers between adjacent septa increased logarithmically along the growth spiral.
- Fig. 1 indicates specific portions of the electromagnetic arc signature in terms of frequency, including the following frequency bands with increasing progression:
- GHz gigahertz
- MHz megahertz range wherein arc signature detection has been conducted by the prior art and wherein extraneous signals from television broadcasts and radrlo signals abound
- 100 kHz the one-hundred kilohertz range wherein arc signature detection also has been conducted extensively by the prior art and wherein radio broadcast signals abound
- 30 kHz a lower limit of prior-art arc detection
- VLF very low frequency
- ELF "extremely low frequency” defined as extending from 3 Hz to 3 kHz by that IEEE Dictionary
- vf voice frequency
- Zt "line frequency", i.e. 50 Hz in European Systems, or 60 Hz in American systems.
- Fig. 1 shows the statistical self-similarity of logarithmic fractal subsets of the depicted arc signature. Summarizing the ammonite analogy, the logarithmic nature of the depicted arc spectrum is seen not only in the evolution of the growth spiral 10, but also to the logarithmically progressing length of frequency intervals 12 in terms of wavelength, individually delimited by what corresponds to the above mentioned septa of the ammonite shell.
- Fig. 1 also depicts the inverse frequency or 1/f dependency of electric arc signatures in terms of amplitude. In the case of Fig. 1, this shows as an amplitude increasing with wavelength to a value of a_. ax . This is another indication of the fractal nature of electric arcs.
- fractal subset As the Leitmotif in music, such fractal subset may have the nature of an attractor as a limit figure of fractal iteration, as more fully described below.
- a preferred embodiment of the invention detects the electric arc from a fractal subset below 30 kHz of the wideband range of arc signature frequencies. This includes the above mentioned VLF (very low frequency) range and frequencies below that range.
- an embodiment of the invention restricts fractal subsets from which the electric arc is detected or in which the electric arc is monitored to the ELF (extremely low frequency) band which according to The New IEEE Standard Dictionary of Electrical and Electronics Terms, Fifth Edition (The Institute of Electrical and Electronics Engineers, 1993) is defined as extending from 3 Hz to 3 kHz.
- Another embodiment of the invention restricts monitored fractals to arc signature frequencies below the voice frequency band (vf) defined in that IEEE Standard Dictionary as extending from 200 Hz to 3500 Hz.
- vf voice frequency band
- a further embodiment of the invention restricts monitored fractal subsets to arc signature frequencies below a first harmonic of a standard line frequency in alternating-current power supply systems.
- An embodiment of the invention even selects the monitored arc signature fractal subset from a frequency band on the order of a standard line frequency (£f) in alternating-current power supply systems.
- the invention in its embodiments can select the fractal that will give the best overall performance in a given situation, all the way to the maximum arc signature amplitude of a_. ax for optimum signal-to-noise ratio; with the signal in such case being the 1/f-noise of the arc which we have designated above as ⁇ réelle - noise.
- white noise such as produced by the electronic circuits of the arc monitoring apparatus
- Brownian noise such as produced by the electronic circuits of the arc monitoring apparatus
- extraneous signals that could engender false alarms or readings .
- arc signature amplitudes at various frequency fractals selected pursuant to the subject invention in the larger portion of the outer turn of the growth spiral 10 still are significantly better than what the prior art had to work with. In this respect, selecting from the arc signature a fractal that yields an amplitude of a_.
- ax or an amplitude comparable thereto has another advantage where cross-induction of arc signatures could be a problem.
- ax or an amplitude comparable thereto has another advantage where cross-induction of arc signatures could be a problem.
- several electric circuits are monitored for electric arcs by several corresponding arc detectors, and assume that an arc occurs in one of these circuits and that the arc detector pertaining to that circuit is to respond thereto.
- a preferred embodiment of the invention minimizes if not practically eliminates the prior-art danger of false alarms from cross -induction among independently monitored neighboring circuits.
- the circuitry 21 may be part of a telephone exchange or may be another one of a large variety of electric circuits or loads, including the following examples:
- a reliable spark monitoring system is therefore highly desirable, if not potentially indispensable in cutting-edge internal combustion engine technology.
- electric welding is becoming increasingly robotized and reliable monitoring of the welding arc or spark would greatly benefit research, development and assembly- line quality control and assurance in automated electric arc welding.
- many modern electric spot welding processes rely on immediate application of electric energy to the work pieces to be joined, without intervention of an electric arc.
- the load at 21 may for instance be a robotic or other spot welding apparatus.
- the electric arc monitor could supervise the spot welding process and could signal when substandard welds are being produced by intervening arcing. This, in turn, would signal the need for remedial action, such as including better cleaning of work pieces prior to welding or better compression of the work pieces during welding for more intimate contact.
- arc and spark monitoring systems would be useful to detect and if necessary eliminate faults in electric circuitry and equipment creating radio interference through excessive sparking or arcing.
- some gas heating appliances have gaseous fuel ignitors that work with an electric spark. In such cases, it is often important to know whether the desired spark has occurred for proper ignition, especially if the thermostat is remote from the heating unit. Also, an electric spark monitor would indicate when the igniter is in need for replacement, before breakdown and costly outage occur.
- electric arcs are used in ionizers, such as ammonia arc and other ion generators that are coming into use in satellite thrusters and in propulsion systems in outer space, such as for restabilizing satellites in geostationary orbits or for propelling satellites and space probes on their journey.
- an electric arc monitor would be useful in research, development, maintenance and operation of such ion generators.
- machinery, circuitry or apparatus at 21 that produces normal sparks in its operation could be monitored for detrimental arcing.
- One of many examples concerns commutators of electric motors that are often damaged when their carbon brushes wear out, as the rotating commutator then rubs against the metallic brush holder springs.
- the invention selects a fractal subset 16 of the signature of the electric arc 22 for the purpose of arc detection. In such selection the invention aims for a relatively long travel of arc signature along the monitored circuit 20 (distance between arc 22 and pickup 23), and for low cross- induction among neighboring circuits, including the monitored circuit 20.
- the fractal subset of arc signature is selected in a frequency band below 30 kHz, where arc signature amplitudes are higher, arc signature travel along wires (20) is longer, and arc signal cross-induction among separately monitored neighboring circuits (21, 30) is lower, than at higher frequencies.
- the invention detects the electric arc 22 from the fractal subset 16 of the arc signature.
- a preferred embodiment of the invention detects the electric arc 22 from a fractal subset of the arc signature below 30 kHz, such as in the ELF (extremely low frequency) band, defined above as extending from 3 Hz to 3 kHz, or even below the voice frequency band (vf) defined above as extending from 200 Hz.
- Fig. 3 shows such a fractal subset of the arc signature at 16 within a band 15 illustrated on a logarithmic scale.
- selection of such a low-frequency fractal subset 16 avoids false alarms by cross-induction, such as between the circuit 20 where an arc 22 does occur, and any separately monitored neighboring circuits 30, etc., wherein no arc occurs at the moment or, conversely, between any neighboring circuit where an electric arc does occur and is monitored by another monitoring circuit 19, and the circuit 20 when no arc occurs at that point .
- Selection of such low-frequency fractal subset 16 also permits detection of the arc 22 from a remote location along wires 20 over longer distances than would be possible at high frequencies .
- Selection of such a low frequency band also yields a high amplitude input signal for the detection process according to the above mentioned 1/f or ⁇ ggi characteristic of the arc for highest signal-to-noise ratio with lowest exposure to false alarms .
- Sensitivity to switching transients in telephone exchanges, to multiplexed audio and otherwise, and to harmonics of alterna- ting-current supply frequencies may be practically eliminated, and the permissible travel distance of arc signals between the arc 22 and the pickup 23 may be multiplied as compared to high- frequency detection systems, by selecting the narrower frequency band 15 on the order of a standard line frequency in public alternating-current power supply systems.
- the selected narrower frequency band is below the first-order harmonic of that standard line frequency.
- the selected arc signature fractal subset may be a filter passband 15, below line frequency, such as below 50 Hz for European-type systems and below 60 Hz for American-type systems. Accordingly, it may be said that arc monitoring according to a preferred embodiment of the invention concentrates on the low end of the arc signature spectrum.
- All but the first bandpass filter component have center frequencies belonging in effect to the fifth logarithmic decade covering from 100 kHz to one hertz less than 1 MHz. Since all these components have a 50 kHz bandwidth, they can only pass a small percentage of the arc signature information in the particular logarithmic decade for detection of an arc as distinguished from other error signals or from picked-up extraneous signals. By rotating detection among the components of its comb filter arrangement, that prior-art proposal even misses an opportunity of making best use of its lowest frequency component in the 55 kHz area.
- the invention may be practiced with the circuitry shown in Fig. 2.
- an electric arc 22 having an arc signature typified by a wideband range of frequencies of a chaotic nature is detected with the aid of an electric filter 25 having an input 26 coupled to that arc, having a passband corresponding to a fractal subset 16 of the arc signature characterized by relatively long travel along the monitored circuit and low cross-induction among neighboring circuits, and having an output 27 of that fractal subset of arc signature.
- Chaotic wideband signal detector circuitry having a detector input for that fractal subset 16 of the arc signature may be coupled to that output of the electric filter, such as disclosed in the further course of Fig. 2.
- the arc signature pickup 23 may be of a conventional kind, such as a clamp-on current transformer terminating into an impedance 24 that may be symbolic of a conventional peak-to-peak limiter for clipping unusually large input transients, such as with the aid of two high-speed diodes connected back to back with one side to ground and a series current limiting resistor.
- the pickup or transformer 23 may for instance be wound to be sensitive to frequencies in the 25 Hz to 50 Hz range with a minimum of insertion loss. Such transformer 23 may be clamped around the line 20 to be monitored. Hall effect sensors present another example of arc signal pick-ups that may be employed in the practice of the invention, which extends to the use of other sensors of a wired or wireless type.
- the picked-up arc signature signal or fractal subset 16 is passed through a lowpass filter 25 having an input 26 connected to the arc signature pickup 13.
- the configuration of this filter is that of two cascaded 3rd order Butterworth filters; but other configurations and other kinds of filters may be selected within the scope of the invention.
- the gain vs. frequency plot of Fig. 3 shows a typical response characteristic 41 of such a filter, having little attenuation in the selected narrower frequency band 15.
- the passband 15 could cover an entire logarithmic decade, such as from 10 Hz to 100 Hz.
- the monitored arc signature fractal 16 or passband 15 covers not more than a logarithmic decade of the wideband range of frequencies of the electric arc 22, inasmuch as the decade of from D.C. to 10 Hz is rather a regular decade than a logarithmic decade.
- Fig. 3 shows only about half of a logarithmic decade for the upper portion of the filter characteristic 41 at passband 15. This de onstrably has provided reliable arc detection with the illustrated embodiment of the invention.
- the fractal of arc signature 16 may be even less than as illustrated in Fig.
- aspects of the invention herein disclosed can be applied to frequency bands other than the preferred ELF (extremely low frequency) band, and the subject applicants have built models of the circuitry shown in Fig. 2 not only for the ELF band, but also for operation at several kilohertz, as well as in the 10 to 20 kHz region.
- the narrower frequency band 15 or fractal subset 16 is selected where there are less extraneous signals than in a remainder of the wideband range of frequencies of the arc signature.
- the narrow frequency band 15 shows the narrow frequency band 15 as covering from about 10 Hz to less than 50 Hz where there are no significant switching transients in telephone exchanges, effects of multiplexed audio signals, harmonics of alternating- current supply frequencies, signals from control or security systems and radio broadcast signals.
- the output 27 of the filter 25 is applied to nonlinear processing in what is herein called a non- linear processor 42.
- non-linear processor may comprise a demodulator also called “modulated carrier detector” that demodulates signals passed by the filter 25, including picked-up electric arc signature segments with chaotically varying amplitudes and frequencies.
- This and other aspects of the invention treat a fractal subset of the arc signature as a modulated carrier having a modulation indicative of an electric arc 22, and monitor the electric arc by monitoring one or mere modulations on such modulated carrier.
- Apparatus for monitoring an electric arc having an arc signature typified by a wideband range of frequencies of a chaotic nature in a monitored circuit, include a demodulator or modulated carrier detector such as in the non-linear processor 42 having an arc signature input 27 and a carrier modulation output 43.
- the fractal subset of an arc signature may be treated as an amplitude-modulated carrier, and the electric arc may then be monitored by monitoring a modulation of such amplitude-modulated carrier, such as by recovering the modulation on such amplitude-modulated carrier, and by then detecting the amplitude from such recovered modulation.
- the non- linear processor 42 may be an AM detector or demodulator that in response to chaotically varying amplitudes at 27 produces an AC signal at 43 as a function of such chaotically varying amplitudes. More steady signals erroneously picked up by the circuitry 23 to 27, on the other hand, produce no such AC signal.
- the non-linear processor 42 thus i3 a first stage that distinguishes picked-up arc signatures from signals stemming from radio or television broadcasts, radio frequency security systems or other sources except electric arcs.
- the non- linear processor 42 thus in effect treats the picked-up arc signature as an amplitude-modulated or AM carrier whose modulation can be monitored by monitoring a modulation or amplitude of such monitored carrier, such as for detection of an electric arc 22. At least in the case of AM detection, such 'modulation' still includes its 'carrier'.
- Such carrier may be stripped from its modulation by such means as a bandpass filter 44 connected to the output 43 of the non- linear processor or AM detector 42.
- the bandpass filter 44 may comprise a 3rd order Butterworth filter, or a filter with a similar response. A preferred response of such filter in principle may follow the characteristic 41 shown in Fig. 3, except that the gain may be adjusted as desired or necessary.
- the filter 44 may pass alternating-current signals cf frequencies below 20 or 30 Hz and reject spikes and other fast signals that might be produced or occur within the circuitry up to that point.
- the recovered modulation signifying "arc" appears at the output 45 of bandpass filter 44.
- combined modulated carrier detectors having arc signature inputs and a combined carrier modulation output may be used in monitoring electric arcs .
- such combined modulated carrier detectors may be like kind modulated carrier detectors; such as both AM detectors or both FM detectors.
- An example of this is shown in Fig. 2 according to which like kind modulated carrier detectors are series; connected.
- the output 45 of bandpass filter 44 is connected to a second demodulator 46 which, for instance, may be an AM demodulator or detector for producing at its output 47 a signal level varying as a function of picked-up arc signature.
- like-kind modulated carrier detectors may be parallel connected, such as within non- linear processor 42.
- the non-linear processor 42 may, for instance, include an FM demodulator which at output 43 produces a signal in response to such chaotic variations of phase or frequency as occurring in an electric arc signature.
- the combined modulated carrier detectors may include different kinds of modulated carrier detectors, such as an FM detector at 42 and an AM detector at 46 connected in series.
- an arc signature is treated as a carrier modulated both in a first manner and in a different second manner, and its electric arc is monitored by monitoring first and second modulations of said carrier modulated both in said first manner and in said second manner.
- modulated carrier detector ⁇ include an AM detector and an FM detector, and such AM detector and FM detector are connected in parallel.
- the non-linear processor 42 may include parallel-connected AM and FM demodulators 412 and 413 having 27 as their common input, and having individual outputs connected to an AND-element 414, such as shown in Fig. 4.
- AND-element 414 only provides an output signal at 43 if both the AM demodulator 412 responds to chaotic amplitude variations of the picked-up signal at 27 and the FM demodulator 413 responds to chaotic phase or frequency variations of that signal at 27. This, then, provides a further safeguard against false alarms from such extraneous signals as AM broadcast or control signals and FM broadcast or control signals, and assures that picked-up signals are only signified as stemming from electric arcs if they display not only the chaotic amplitude variation, but also the chaotic phase or frequency variation, that characterize electric arc signatures.
- full-wave rectification or detection is used at 42 and 46 instead of a half-wave rectification or detection, in order to improve the speed of detection.
- Such increased speed permits selection of a lower frequency band, such as 15 shown in Fig. 3, where signal-to-noise ratio is at a maximum with extraneous signals 52 being at a minimum, even in the delibarately exaggerated showing of Fig. 3.
- selection of full-wave rectification or detection alleviates the tradeoff of lower detection speed at lower detection frequencies.
- the ⁇ ibove mentioned higher and less error-affected sensitivity of detection is thus realized without objectionable delays in detection.
- the arc-indicative signal resulting at an output 47 from the detection process at 46, is timed and level sensed at 48.
- Conventional RC-type or other timing circuitry and conventional comparator circuitry may be employed at 47 to prevent the arc detector from responding to switching transients, contact bouncing, ordinary commutator arcing and other transient, harmless arcs, such as more fully discussed herein with respect to Fig. 6.
- Alarm circuitry 50 thus responds only to arcs that sustain themselves for a given, dangerous period of time.
- the circuitry 47 may include a conventional resettable latching arrangement for latching in an alarm condition if an arc 22 occurs and all detection criteria are met as herein described.
- Various control circuits may be energized at this point, such as for providing an audible alarm, a remote fire alarm, etc., or for shutting down power in the affected line 20.
- circuits of this kind are known per se, only a block 50 has been shown to signify the possible presence of such control and alarm circuits.
- the embodiment of Fig. 2 elegantly avoids false alarms from extraneous signals, without narrowing the bandwidths of picked-up arc signals to significantly less than a fractal subset containing sufficient arc information.
- Such avoided extraneous signals for instance include television signals, radio broadcast signals, various control signals, harmonics and other signals that are relatively narrow in bandwidths as compared to the wide band of chaotic arc signals.
- Some extraneous signals, such as those which are of a chaotic nature themselves, may have to be subjected to some common-mode rejection or other processing in order to avoid confusion thereof with chaotic arc signatures.
- refinements pursuant to embodiments of the invention derive from the arc 22 a fractal arc signature subset 16 within a frequency band 15, and convert that fractal arc signature subset 16 to an arc signal 17 in a frequency band 18 distinct from that fractal subset or frequency band 15, such as shown in Fig. 3, and detect in that arc signal 17 a chaotic wideband characteristic typical of an electric arc.
- a preferred embodiment of the invention subjects the fractal subset 16 to a frequency transformation, such as shown at 17 in Fig. 3, and then detects the electric arc 22 from that fractal subset after frequency transformation.
- the fractal subset 16 may be added to itself and the electric arc 22 may be detected from the fractal subset added to itself, such as in the manner disclosed in Figs. 3 and 5.
- a component 142 of the circuitry shown in Fig. 5 prevents extraneous signals that do occur in the monitored frequency band from affecting the arc detection process. According to that technique, narrow-band extraneous signals in the monitored fractal subset 16 of the arc signature are diminished in energy relative to a remainder of that fractal before detection of the electric arc from that fractal.
- Such component may be a frequency converter 142 that has converter inputs 127 and 227 for the arc signature fractal subset 16 coupled to an output 27 of electric filter circuitry 25, and has a converter output 43 for an arc signature segment 17 in a frequency band 18 distinct from the passband 15 of the filter circuitry 25.
- a chaotic wideband characteristic typical of an electric arc is then detected from such converted arc signal 17, such as w:_th a chaotic wideband signal detector.
- the input and output terminals 26 and 45 may be the same in Figs. 2 and 5, whereby the remainder of the circuit may be the same for Fig. 5 as in the apparatus of Fig. 2 more fully described above.
- the illustrated embodiment of the invention even alleviates the inherent tradeoff of slower detection speed at lower frequencies.
- the currently discussed embodiment of the invention realizes the detection 3peed corresponding to the higher frequency band 18 for an arc signature fractal subset 16 stemming from the lower frequency band 15 where there are less extraneous signals and where cross-coupling among circuits is lower and actual travel distance of picked-up arc signals is higher than at frequencies above the band 15.
- the illustrated preferred embodiment of the invention realizes for the higher detection speed associated with the higher frequency band 18 the lower cross-coupling among circuits and the longer possible travel distance along the affected line 20 that are associated with the lower frequency band 15.
- An arc 22 occurring in line 20 thus may be picked up from such line 20 at a considerable distance from that arc, without a release of any arc alarm condition in neighboring lines that are individually equipped with arc pickups 123 and arc monitoring circuits 19 which correspond to the circuitry of Figs. 2, 4, 5 or 6, but in which no arcs are occurring at the time.
- the passband of the filter circuitry 25 may be located where there are less extraneous signals than in a remainder of said wideband range of frequencies.
- Such passband may be in the ELF (extremely low frequency) band, or even below the vf (voice frequency) band, or below a first harmonic of a standard line frequency in alternating-current power 3upply systems, or may even be on the order of a standard line frequency in alternating-current power supply systems, and/or may cover at least a quarter of a logarithmic decade of the wideb ⁇ ind range of frequencies of the electric arc, so as to provide sufficient information for a reliable detection of the arc signal, from that logarithmic decade.
- the frequency converter 142 of Fig. 5 may constitute the non-linea.: processor 42 of Fig. 2.
- the component 142 may include a multiplier having first and second inputs 127 and 227 connected to a single line 27 for receiving the filtered picked-up arc signal. This has the net effect of mixing the signal with itself, creating sum and difference products at its output 43.
- the component 142 may be a four-quadrant multiplier of the type AD633.
- a diode or non-linear circuit may be used for intermodulation of the selected fractal subset 16 with itself.
- That filter 5 in effect adds the arc signature fractal s ⁇ bset 16 to itself in mixer 142 so as to double the frequency band 15 of that fractal subset as the distinct frequency band 18 of the arc signal 17 which may be somewhat truncated., such as by a subsequent filter 144 at the lower end at that higher band 18.
- That filter may be similar to the above mentioned filter 44 in the circuit of Fig. 2, but may have a narrower bandpass characteristic, such as shown at 51 in Fig. 3.
- a frequency converter such as component 142
- the component 142 in effect dilutes regular, man-made, non- chaotic signals that, if picked up and not diluted, might produce false alarms.
- the multiplier or similar stage 142 does more than simply double the frequencies of the input. It also beats all the frequencies occurring at one input 127 against all the frequencies occurring at the other input 227.
- the relative strength of the continuum spectrum from the arc is enhanced compared to the strength of any discreet or man-made components that are passed by the limiter, such as at 24, or by the filter circuitry.
- This is the essence of this embodiment's ability to reject signals that would produce false alarms.
- a fluctuating carrier with no noise at the input could still be misidentified as an arc if it has sufficient strength, because even though the relative sensitivity to chaotic noise is greater than to modulated carriers, the latter can still reach the output if they are of sufficient strength, and thus can produce a level that may be mistaken as an arc .
- the output of the converter or multiplier 142 is fed to the input of a bandpass filter 144, that may have a response characteristic 51 as shown in Fig.
- Response characteristics of the type shown in Fig. 3 at 51 may, for instance, be realized by operational amplifier type of bandpass filters, quartz filters, LC resonance filters, and other circuitry accomplishing such kind of function.
- the characteristic 51 displays minimal response to any fundamental frequency passed by the lowpass filter 25, such as in the band 15, and, in our example, displays response only to frequencies of the picked-up arc signature fractal subset 16 whose sum or other modulation product falls in the passband range 18 of the frequency-converted arc signature signal 17.
- Bandpass filter 144 will pass only frequency components that are within a few hertz on either side of the passband, such as 80 Hz, for instance. This delivers a sample of the higher frequencies in the output of the multiplier 142 to the next stage 46.
- this stage 144 is only going to pass signals which have been boosted in the mixing process to frequencies higher than such cutoff. This in effect prevents non-chaotic signals from passing this stage.
- the multiplier or stage 142 should not pass any of the original input frequencies (e.g. below 50 Hz) if there is no direct-current at either input 127 and 227, and if such multiplier or stage 142 is perfectly efficient. However, neither assumption is always correct in practice. Accordingly, use of the higher frequency passband filter 144 provides effective rejection, of the unprocessed or unmixed original frequencies.
- bandpass center frequency would be at some much lower frequency (i.e. 500 Hz.) detecting a difference component in the output 43 of multiplier 142. This would permit a much wider separation in the responses of the different filters employed in the circuitry, such as filters 25 and 144. In either case, the frequency conversion or intermodulation at 142 greatly reduces the energy of picked-up extraneous signals 52 in the: arc signature segment 16, by intensive common-mode or similar rejection.
- the output 43 of the multiplier 142 represents a chaotic frequency sum or difference signal version of the picked-up and filtered chaotic arc signature fractal subset 16.
- the component 142 may also include the above mentioned AM or FM detector or the combined AM and FM detectors 412 and 413 of Fig. 4, for instance.
- the detector or detectors detect the amplitude and/or frequency or other type of modulation in the converted arc signature, such as indicated at 17, for arc monitoring purposes.
- Fig. 6 shows another embodiment of the invention where the energy of extraneous signals is subjected to effective com on- mode or similar rejection by pairing inverting and non-inverting amplifiers 242 and 342 with each other.
- the inverting amplifier 242 has an input 327 connected to the output 27 of bandpass filter 25, and the non-inverting amplifier 342 has an input 427 connected to that output 27 of the above mentioned bandpass filter 25 through which the picked-up arc signal is processed.
- the inverting amplifier 242 has an output 421 connected to a mixer 442, and the non- inverting amplifier 342 has an output 422 connected to that mixer 442.
- the electric filter 25 in the embodiment of Fig. 6 may be the same as the electric filter 25 in the embodiments of Figs. 2 to 5.
- Such a filter may be split in two, providing between the terminal 26 a first filter for the inverting amplifier 242 and a second filter for the non-inverting amplifier 342.
- Filter 25 may be similarly split in or for the embodiment of Figs . 4 and 5 to provide separate filter paths from the input terminal 26 to detectors 412 and 413 or multiplier or frequency converter inputs 127 and 227.
- the mixer 442 may be composed of conventional components, such as of two diodes interconnected in an OR-element configuration between input terminals at 421 and 422 and the previously mentioned output terminal 43.
- the component 442 may, however, include a modulator, such as the above mentioned modulator 142.
- the circuitry in Fig. 6 between the filtered arc signature portion or segment at 27 and the terminal 43 may correspond to the non- linear processor 42 shown in Fig. 2.
- the output of such processor 42 or 242, 342, and 442 at 43 may be filtered or otherwise processed at 244.
- the circuit 244 may include a bandpass filter corresponding to the bandpass filter 4426 or 144 mentioned above with respect to Figs. 2 to 5.
- the component 244 in Fig. 6 may include a standard IF amplifier, such as the commercially available 440 Hz IF amplifier to name an example.
- the embodiment of Fig. 6 processes a fractal segment, such as shown at 16, or a higher frequency segment of the arc signature in the two paths 327 and 427 out of phase with each other, and detects the electric arc 22 from such out-of-phase segments or portions of the arc signature.
- first phase processor herein called “inverting amplifier” 242 connected to the electric filter output 27 in a first signal path 327 - 421, and has an input 427 of a second phase processor, herein called “non-inverting amplifier” 342, connected to the electric filter output 27 in a second signal path 427 • ⁇ 422; with such first and second phase processors being 180° or otherwise out of phase with each other.
- first and second phase processors being 180° or otherwise out of phase with each other.
- fractal subset 16 is subjected to a frequency transformation, such as shown in Fig. 3, and an electric arc 22 is detected from such fractal subset after such frequency transformation.
- a fractal subset 16 may be cross-modulated or may be added to itself, such as disclosed above with respect to Fig.
- a fractal subset of the arc signature portion may be treated as a modulated carrier having a modulation indicative of any electric arc 22, and such electric arc may be detected from such modulated carrier for further rejections of extraneous signals.
- the demodulator system disclosed above with respect to Fig. 2 can also be used in the embodiment of Fig. 6, the terminal 47 of which may be the same as the input terminal 47 of the time and level sensing and alarm circuitry 48 - 50 in Fig. 2, with respect to which various systems of modulation have been mentioned above.
- a wideband signal is not an arc signature unless it displays chaotic frequency changes.
- a stage including comparator 55 may be provided such as shown in Fig. 7 to detect and to display a pickup of a disturbance or signal that is not only wideband in the region of interest, but that is also chaotic in nature as an arc signature is, and that is sustained for a period of time, such as determined by the RC component 58.
- Fig. 7 is a circuit diagram of an optical indicator of possible cr actual arcing that can be used at various stages in the systems of Figs. 2, 4, 5 and 6, according to a further embodiment of the invention.
- indications of the progress of the signal through axe monitoring circuitry may be accomplished with three similar functional blocks or differential indicators of which a prototype is shown in Fig. 7 at 54.
- Such circuit 54 includes an operational amplifier 55 having its non-inverting input 56 connected to a circuit input 57 through a lowpass filter and RC timing component 58 to prevent response to short-term transients.
- the inverting input 60 of that op amp is connected to comparator level resistors 61 and 62.
- That op ar.p 55 has a feedback circuit 64 which may include a feedback capacitor or other impedance 65 and a unidirectional current conducting device, such as shown at 66, for such purposes as noise reduction, prevention of premature or excessive switching.
- the op amp 55 may be of the type LM35BAN.
- the indicator circuit 54 includes light-emitting diodes or LEDs 68 and 69 switched by transistors 71 and 72 biased through resistors, including series resistors 73 and 74 and a pair of resistors 75 and 76.
- Transistors 71 and 72 may, for instance, be of the type 2N2222.
- a resistor 78 connects transistor 72 to the output of the comparator op amp 55.
- Transistor 71 is normally biased ON through the series-connected resistors 75 and 76. This turns ON the first LED 68 which, for instance, may be a green LED.
- the second LED 69 may be a red LED.
- the second transistor 72 and thus the red LED 69 are biased off at that point.
- signals having frequencies in the monitored fractal subset or other band of interest occur at the output 43 of the non-linear processor 42 or modulator 142 or mixer 442 in the embodiments of Figs. 2, 4 and 5, and thereby at the input 57 of the circuit 54 connected thereto, the output of the comparator 55 goes positive, turning the transistor 72 ON, and shutting the transistor 71 OFF.
- This turns the red LED 69 ON and turns the green LED 68 OFF, thereby indicating to an observer that frequencies in the band of interest for arc detection are occurring, such as through a disturbance that may be, but not necessarily is indicative of an electric arc 22.
- the gain of the circuit 5_ may be adjusted to avoid sharp transitions in switching states. This helps a user gain a 'qualitative feel' for the amplitude of the signal at that point by gauging the mixture of red and green LED colors.
- the unidirectional current conducting device 66 may be omitted, if the circuit of Fig. 7 is so used in any of the circuits of Figs. 2, 4, 5 and 6.
- the terminal 57 of the display circuit 54 may be connected to the terminal 45 in Figs. 2, 5 or 6, or a duplicate of the circuit shown in Fig. 7 may be so connected to that terminal 45 and thereby to the output of the bandpass filter or IF amplifier 44, 144 or 244.
- Such display stage 54 then indicates through its red LED an occurrencs of wideband signals in a bandwidth of interest, such as in the monitored fractal subset; a well-known criterium of arc signatures.
- Gain adjustments in such circuit 54 again may give a user a 'qualitative feel' with respect to picked-up wideband signals at that point by gauging the mixture the red and green LED colors .
- a wideband signal is not an arc signature unless it displays chaotic frequency changes .
- the circuitry shown in Fig. 7 may be used as a final display stage in the monitoring circuits shown in Figs. 2, 4, 5 and 6.
- the input terminal 57 of the circuit 54 may be connected to the alarm output terminal 49 shown in Fig. 2.
- circuitry of Fig. 7 from terminal 57 through op amp 55 may be used as timing circuit 58 and as comparator 55 in the above mentioned timing and level sensing circuitry 48 shown in Fig. 2.
- the circuitry 54 may thus be used to detect and to display a pickup of a disturbance or signal that is not only wideband in the region of interest, but that is also chaotic in nature as an arc signature is, and that is sustained for a period of time, such as determined by the RC component 58.
- the output of the comparator 55 at circuitry 48 and terminal 49 goes positive, turning ON the transistor 72, and shutting OFF the transistor 71.
- Fig. 7 thus provides a prewarning of a possible electric arc; preferably in two or three stages, culminating in a display of an occurrence of a chaotic wideband signal in a bandwidth of the monitored fractal subset, or otherwise in a bandwidth of interest such as described above in connection with these Figs. 2, 4, 5, 6 and 7.
- Principles and circuitry herein disclosed may be employed in various arc monitoring functions, such as mentioned above.
- circuitry of the type shown in Fig. 2 may be employed up to the terminal 47, with and without circuitry of the type shown in Figs. 4, 5 and 6.
- the kind of signal display stages shown in Fig. 7 and more sophisticated signal display and evaluation stages may be used in such cases.
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- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Electromagnetism (AREA)
- Testing Relating To Insulation (AREA)
- Electric Propulsion And Braking For Vehicles (AREA)
- Testing Of Short-Circuits, Discontinuities, Leakage, Or Incorrect Line Connections (AREA)
Abstract
Description
Claims
Priority Applications (9)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/US1997/014497 WO1999009424A1 (en) | 1997-08-14 | 1997-08-14 | Electric arc monitoring systems |
US09/485,271 US6362629B1 (en) | 1997-08-14 | 1997-08-14 | Electric arc monitoring systems |
CA002298789A CA2298789C (en) | 1997-08-14 | 1997-08-14 | Electric arc monitoring systems |
AU40721/97A AU763046B2 (en) | 1997-08-14 | 1997-08-14 | Electric arc monitoring systems |
EP97938382A EP1053479A4 (en) | 1997-08-14 | 1997-08-14 | Electric arc monitoring systems |
JP2000510035A JP2001518603A (en) | 1997-08-14 | 1997-08-14 | Electric arc monitoring system |
PCT/US1998/016521 WO1999009422A1 (en) | 1997-08-14 | 1998-08-10 | Electric arc monitoring systems |
AU91031/98A AU9103198A (en) | 1997-08-14 | 1998-08-10 | Electric arc monitoring systems |
EP98943182A EP1004031A4 (en) | 1997-08-14 | 1998-08-10 | Electric arc monitoring systems |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/US1997/014497 WO1999009424A1 (en) | 1997-08-14 | 1997-08-14 | Electric arc monitoring systems |
Publications (1)
Publication Number | Publication Date |
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WO1999009424A1 true WO1999009424A1 (en) | 1999-02-25 |
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ID=22261464
Family Applications (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US1997/014497 WO1999009424A1 (en) | 1997-08-14 | 1997-08-14 | Electric arc monitoring systems |
PCT/US1998/016521 WO1999009422A1 (en) | 1997-08-14 | 1998-08-10 | Electric arc monitoring systems |
Family Applications After (1)
Application Number | Title | Priority Date | Filing Date |
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PCT/US1998/016521 WO1999009422A1 (en) | 1997-08-14 | 1998-08-10 | Electric arc monitoring systems |
Country Status (5)
Country | Link |
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EP (2) | EP1053479A4 (en) |
JP (1) | JP2001518603A (en) |
AU (2) | AU763046B2 (en) |
CA (1) | CA2298789C (en) |
WO (2) | WO1999009424A1 (en) |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP1004031A1 (en) * | 1997-08-14 | 2000-05-31 | Hendry Mechanical Works | Electric arc monitoring systems |
US6400258B1 (en) | 2000-01-19 | 2002-06-04 | Hendry Mechanical Works | Electric arc monitoring systems |
CN106707094A (en) * | 2015-11-12 | 2017-05-24 | 沈阳工业大学 | Classification recognition method of arc fault of low voltage power supply and distribution line |
Families Citing this family (8)
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US6943558B2 (en) * | 2003-09-15 | 2005-09-13 | The Boeing Company | System and method for remotely detecting electric arc events in a power system |
KR101139918B1 (en) * | 2010-08-19 | 2012-04-30 | 주식회사 캔티스 | Measuring apparatus for arc and electromagnetic waves |
US9557365B2 (en) | 2013-03-14 | 2017-01-31 | Hubbell Incorporated | Apparatuses, systems and methods for detecting corona |
EP3616823A1 (en) | 2018-08-30 | 2020-03-04 | Fronius International GmbH | Method for compensating for interference of a welding current from another welding current source |
EP3616822A1 (en) * | 2018-08-30 | 2020-03-04 | Fronius International GmbH | Method for determining an interfering coupling between welding current circuits of a welding installation |
CN109490934B (en) * | 2018-12-19 | 2022-11-25 | 上海平高天灵开关有限公司 | X-ray detection platform for vacuum arc-extinguishing chamber |
CN110568329B (en) * | 2019-09-16 | 2020-08-18 | 珠海格力电器股份有限公司 | Arc detection method, household appliance and computer readable storage medium |
CN112363021B (en) * | 2020-11-13 | 2022-05-17 | 重庆大学 | Distributed line fault detection and positioning system and method |
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- 1997-08-14 AU AU40721/97A patent/AU763046B2/en not_active Ceased
- 1997-08-14 JP JP2000510035A patent/JP2001518603A/en active Pending
- 1997-08-14 EP EP97938382A patent/EP1053479A4/en not_active Ceased
- 1997-08-14 WO PCT/US1997/014497 patent/WO1999009424A1/en active Application Filing
- 1997-08-14 CA CA002298789A patent/CA2298789C/en not_active Expired - Lifetime
-
1998
- 1998-08-10 AU AU91031/98A patent/AU9103198A/en not_active Abandoned
- 1998-08-10 EP EP98943182A patent/EP1004031A4/en not_active Ceased
- 1998-08-10 WO PCT/US1998/016521 patent/WO1999009422A1/en active Application Filing
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US6400258B1 (en) | 2000-01-19 | 2002-06-04 | Hendry Mechanical Works | Electric arc monitoring systems |
CN106707094A (en) * | 2015-11-12 | 2017-05-24 | 沈阳工业大学 | Classification recognition method of arc fault of low voltage power supply and distribution line |
CN106707094B (en) * | 2015-11-12 | 2019-03-15 | 沈阳工业大学 | The classifying identification method of low pressure power and distribution supply cable arc fault |
Also Published As
Publication number | Publication date |
---|---|
JP2001518603A (en) | 2001-10-16 |
EP1053479A1 (en) | 2000-11-22 |
CA2298789C (en) | 2004-06-22 |
WO1999009422A1 (en) | 1999-02-25 |
EP1004031A1 (en) | 2000-05-31 |
AU4072197A (en) | 1999-03-08 |
CA2298789A1 (en) | 1999-02-25 |
AU9103198A (en) | 1999-03-08 |
AU763046B2 (en) | 2003-07-10 |
EP1004031A4 (en) | 2004-10-27 |
EP1053479A4 (en) | 2003-07-02 |
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