WO2007042600A1 - Detection of lightning - Google Patents
Detection of lightning Download PDFInfo
- Publication number
- WO2007042600A1 WO2007042600A1 PCT/FI2005/000445 FI2005000445W WO2007042600A1 WO 2007042600 A1 WO2007042600 A1 WO 2007042600A1 FI 2005000445 W FI2005000445 W FI 2005000445W WO 2007042600 A1 WO2007042600 A1 WO 2007042600A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- lightning
- detection
- radio
- receiver
- mobile
- Prior art date
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Classifications
-
- 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
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01W—METEOROLOGY
- G01W1/00—Meteorology
- G01W1/16—Measuring atmospheric potential differences, e.g. due to electrical charges in clouds
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R23/00—Arrangements for measuring frequencies; Arrangements for analysing frequency spectra
-
- 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 invention relates to a lightning detector.
- the invention relates especially to a lightning detector wherein the detector uses at least two separate channels for lightning detection.
- the invention also relates to a method for detecting lightning.
- Thunderstorms are a major weather hazard, but are difficult to predict. They can travel at speeds of 20 km/h to 40 km/h, and lightning strokes may occur more than 10 km in front of the rain clouds and equally some distance behind the rain clouds. While a lightning stroke is produced by a cloud or a weather front, many of the most dangerous lightning strokes actually occur when no visible clouds are present above as a warning of a thunderstorm. Thus, a system that warns of possibility harmful thunderstorms, even if only approximately ten minutes before they become visible, can be considered a major safety feature.
- a lightning alerting system is of particular interest, for instance, for persons spending much time outdoors, and equally for aviators, navigators or the like.
- a system providing a warning of lightning even when the weather seems to be perfectly calm and clear may enable a person to take suitable safety measures in time, for instance seek shelter etc.
- many single-purpose lightning detectors are known, but they have some disadvantages from a commercial perspective. Scientific lightning detectors, which are used in meteorology, are very large and their range is hundreds of kilometers.
- a lightning stroke is a single flash which produces besides a visual signal and a partly audible pressure signal as well a brief but strong electromagnetic pulse extend- ing over a wide variety of wavelengths.
- Typical electromagnetic pulses caused by a lightning stroke cover the frequencies between 10 Hz and 5 GHz with a peak around 500 Hz, i.e. in the audio frequency range.
- the amplitudes of such pulses range from 107 mV/m to 1 mV/m in a bandwidth of 1 kHz.
- the strongest signal of the electromagnetic pulse is the in- cuted electric field caused by the vertical current in the lightning stroke, and this is the parameter that is most commonly measured in large-scale distance- bearing devices.
- a lightning stroke is accompanied by an EMI pulse that can be identified at a distance of many kilometers.
- RF channels are briefly interfered during a lightning stroke in the vicinity.
- the impairment of RF receivers due to an EMI caused by a lightning stroke can be experienced in using an AM/FM radio, TV or over power supply lines in form of statics, clicks, scratches, noise or loss of sound or picture.
- Disturbances in RF channels due to a lightning stroke can be sensed at very large distances.
- Specialized and large- scale lightning detectors are able to detect lightning disturbances, so-called sferics, at a distance of several hundreds of kilometres from a lightning stroke, although these detectors typically operate by measuring the induced electric or magnetic field rather than the interferences in an audio or RF signal as the present invention.
- electromagnetic interference in received RF signals are eliminated im- mediately by filtering
- electromagnetic interferences in a monitored RF channel are evaluated. If a detected interference seems to be caused by a lightning stroke, a user of for example a mobile phone can be alerted.
- An interference can be assumed to be caused by a lightning stroke, for example, if it exceeds a predetermined threshold value or if it has a frequency spectrum which is characteristic of a lightning stroke. The lightning detection can be on as long as the RF detection is on.
- the present invention thus provides a new security feature that can be implemented in a mobile RF device, for example a cellular phone.
- lightning detection and ranging feature would be a desired feature e.g. in mobile phones.
- Sufficient detection range for the lightning stroke detection feature in mobile products would be about 20-30 km. This detection range might be limited to a suitable range depening on the receiver sensitivity and the expected emission power from lightning strokes.
- Fig. 10 shows in graphical form frequencies and amplitudes that have been generated by lightning strokes, as determined by many researchers. The graph ac- cording to Fig. 10 can thus be used as a guideline to estimate the strenght of signals that can be expected from lightning strokes at different distances. In the graph the distance is normalized to 10 km and the bandwidth is normalized to 1 kHz.
- lightning stroke signals can be detected at least up to 300 MHz.
- the present invention is based on the idea that the incoming spectrum generated by a thunderstorm is studied using all or many available RF channels available in a mobile RF device, such as a cellular phone. Because of the many radio interfaces (i.e. hundreds of channels in each of the three bands in a tri-band receiver, the Bluetooth receiver frequencies, the FM radio including the pilot tone channel, the Wi-Fi radio local area receiver, the RFID tag reader and even the RDS and/or DARC receivers) the present invention provides a new and feasible method for lightning detection.
- the present invention is based on the use of at least two channels, at least one of which is a telecom channel, for lightning detection.
- the lightning detector is a mobile RF device provided with radio interfaces for at least two frequency ranges, whereby at least one of which is normally a telecom channel, for lightning detection.
- the emission from a lightning stroke is a wideband burst
- several channels or a complete frequency band reserved for telecommunication is used at least to provide a triggering mode receiving maximum energy and thus increasing sensitivity.
- at least one of the bands is the FM broadcasting frequency band.
- a preferred embodiment of the present invention is to utilize the suitable parts of a FM radio receiver in lightning detection, and to add a dedicated lightning detection branch to the receiver.
- Preferred embodiments of the present invention further include mul- tiple embodiments of modifying an FM receiver to identify and measure lightning strokes.
- FM modulation is chosen specifically for broadcasting in order to minimize statics and crackling caused by atmospheric disturbances like lightning.
- the FM demodulator, especially the limiter stage is by-passed and the resulting signal is e.g. AM demodulated, then the disturbance originating from lightning strokes can be analyzed.
- the present invention has the benefit that it can provide a portable lightning detector integrated with a monbile telephone.
- Another aspect of the invention is that hardware changes can be minimized, in the methods by which hardware (HW) changes can be minimized, thus limiting costs and shortening time to market.
- Figure 1 presents an operational environment
- Figure 2 presents auxiliary receiving bands
- Figure 3 presents a block diagram of a single radio implementation.
- Figure 4 presents a flow chart of a single radio operation
- Figure 5 presents a block diagram of a multi radio implementation
- Figure 6 presents a flow chart of the multi-radio operation
- Figure 7 presents a block diagram of a receiver with lightning detection
- Figure 8 presents an alternative block diagram of a receiver with lightning detection
- Figure 9 presents another block diagram of a modified receiver modulator with lightning detection
- Figure 10 is a lightning data graph
- Figure 11 depicts a modified I/Q demodulator
- Figure 12 depicts a modified I/Q demodulator with a switch.
- the basic principle of the invention is to utilize the suitable parts of a telecom radio receiver in lightning detection, and add a dedicated lightning detection branch to the receiver.
- Lightning strokes emit bursts of pulses detectable on frequencies used for broadcast radio.
- FM radio broadcasting system was introduced because the existing AM radio system was too sensitive to interference e.g. generated by lightning strokes.
- the reason for the sensitivity of AM radio to lightning strokes is that interference from lightning strokes sum with the amplitude modulated signal.
- the interference in amplitude is heard as crackling static in AM radio receivers.
- the intensity of the signal emitted by lightning strokes is also higher on AM broadcast frequencies (near 1 MHz) than the FM broadcast frequencies (near 100 MHz).
- the audio signal is modulated to the carrier as frequency or phase changes changes, interference in amplitude does not cause audible crackling or other errors in the received signal, because as the amplitude is not bearing modulation it can be limited by a limiter before the FM discriminator or ratio detector.
- the lightning stroke occurs nearby (within a couple of kilometres) of the FM receiver, correlation between interfering noise heard from from for examle a battery powered FM receiver and the lightning flashes can be observed.
- a FM stereo broadcast comprises in addition to the main monophonic FM broadcast 21 additionally a suppressed 38 kHz center frequency and 30 kHz wide subcarrier 23 for stereo audio content and a 19 kHz pilot tone sub-carrier 22 to faciliate the regeneration of the right and left stereo channels.
- DARC D Radio Channel subcarrier 25 centered around 76 KHz has additionally been standardized in 1995 by ETSI as ETS 300751.
- the FM channel spacing is 100 kHz in Europe and 200 kHz in USA.
- the reception of RDS signal would require a somewhat wider bandwidth than 100 kHz, but it's unclear if channels with RDS broadcasting have a wider channels spacing also in Europe.
- all new FM receivers may be capable of receiving the whole (about 200 kHz wide) frequency band containing the RDS and DARC sub-carriers.
- the burst of pulses generated by lightning strokes is possible to detect with a receiver on carrier frequency near to 100 MHz (at least on an empty FM channel).
- the receiving of pulse burst is possible at least if the reception channel is about 300 kHz wide. Narrower bandwidths might be feasible, as well.
- the channel width of FM receiver front-end is about 100-200 kHz as presented above.
- FM frequencies Since the spectrum of RF emission from lightning strokes is more intensive on low frequencies, the lower end of FM frequencies is better than the higher one.
- the most feasible FM channels are near to lower end of FM fre- quency band which is 76 MHz (in Japan), 87.5 MHz (in Europe) or 88 MHz (in USA).
- FIG. 7 An arrangement is depicted in Fig. 7 where the signal 81 or 83 for the lightning detection block 80 is tapped before the limiter 75 because most of the lightning noise information woud be lost by the amplitude limiting action in the limiter 75, but the tapped signals 81 , 82 in the figure shown as a typical differential signal like in present day circuits, is unaffected and still contains infor- mation related to the lightning stroke noise.
- the FM reciver path from antenna to the discriminator 70, 71 , 72, 73, 74, 75 and 76 can be considered to be similar to the corresponding path in a commercial IC sold by Philips as TEA5767.
- the FM receiver path from antenna to the discriminator 70, 71 , 72, 73, 74, 75 and 76 has an additional intermediate output
- the circuit block 74 contains amplification and frequency selection means.
- the intermediate signal containing the amplitude information caused by the RF emission from lightning strokes is input via 81 to a lightning detection specific block 80.
- the detection bandwidth would be similar to the selected FM channel (100-200 kHz).
- the intermediate output 82 is arranged immediately after the low-noise preamplifier 72.
- the detection bandwidth would be the whole FM band (e.g. 87.5-108 MHz in Europe) as passed on by the FM band filter 71 between the antenna 70 and the low noise preamplifier 72.
- This alternative embodiment could advantageously be used in trigger mode for lightning-like signals.
- the received power on the band could be measured with a wideband power detector and if fast wideband signals (like lightning strokes) exist in the signal, a more accurate detection could be started e.g. on one of the FM channels.
- One possibility is to have an additional separate down-conversion mixer for the lightning detector. This is indicated as 83 in the lightning detection block 80 of Fig. 8 and the arrangement would allow simultaneous lightning de- tection and FM radio reception on different or the same FM bands.
- Lightning detection can advantageousle take place in an empty FM channel. Finding of an empty FM channel is easy using the conventional FM stereo receiver path. The found empty channels can be used for lightning detection. As presented above, lightning detection on an empty FM channel would require an intermediate output after down-mixer in the FM receiver. The reason for this is that the FM modulated signal is limited to a low amplitude before fre- quency demodulation in the FM discriminator 76. The limiting extracts the signal caused by RF emission from a lightning stroke and after the limiter no lightning detection is possible. In addition, if no FM signal exists on the FM channel, the noise of FM demodulator increases significantly. Merely this increment of noise makes detection of lightning hard although it otherwise would be possible from the demodulated but empty FM channel. For lightning detection the FM discriminator should be replaced with an AM detector sensitive to amplitude changes.
- the whole channel can be utilized.
- the Rx channel is+/- 53 kHz wide around the carrier frequency.
- the Rx channel is +/- 60 kHz wide and in case of a DARC compatible FM receiver the channel width is +/- 92 kHz around the carrier center frequency.
- Embodiment 4 Detection while FM reception is active:
- the optimum situation, from the point of view of the user, is to implement a lightning detection feature that simultaneously permits both lightning detection and reception of a FM radio broadcast.
- the FM radio signal is continuous and therefore there is no gaps in the transmission so if the lightning stroke is weak (for example due to a distant stroke), it might be difficult to detect lightning strokes on an FM channel where radio transmission is active, but this embodiment can still be used for lightning alerting or triggering purposes.
- Lightning etection can be done on the basis of the signal received around the 19-kHz sub-carrier.
- Current stereo FM broacasting leaves the channel between 15-23 kHz empty except the narrow 19-kHz pilot sub-carrier. These frequency portions around the pilot carriers are available on every FM channel.
- One alternative is to detect lightning strokes simultaneously with FM stereo reception on an inactive RDS or DARC channels.
- RDS and/or DARC contains gaps in transmission, the gaps could be used to detect lightning strokes simultaneously with stereo FM reception.
- FM transmission If for example detectable interference exists e.g. on the channel around 19-kHz pilot sub-carrier, a more accurate lightning detection mode could be activated. The more accurate detection would be made on an empty FM radio channel and could contain distance estimation as well. The trigger mode would only detect lightning-like interference.
- reception bandwidth can be arranged to be wider than the
- the lightning detection or lightning triggering can be performed between the FM channels because in parctice, neighboring channels are seldom used.
- Embodiment 5 Utilization of AGC (Automatic Gain Control)
- AGC stage of an FM receiver for lightning detection.
- AGC functionality is widely used in FM receivers (see e.g. the Philips TEA5767 FM receiver). If some of the loops in the AGC circuitry can be made sensitive to a signal component generated by lightning strokes, it might be possible to get a sufficient intermediate signal directly from the AGC stage and no other modifications are needed in FM receiver stage. However, the time constant of the AGC circuit bust be tuned short enough to enable detection of the short pulses caused by lightning strokes.
- External capacitors are often needed in implementation of an on- chip AGC stage and therefore only small modifications to the integrated circuit is needed if the intermediate output can be connected to these external capaci- tors. If pulse detection is feasible, the idea can be used at least for the triggering mode if more accurate detection is not possible. Another measurement mode could be implemented for distance estimation etc.
- Embodiment 6 Multi-mode detection:
- Fig. 3 depicts such a system 34 comprising a single radio 31.
- Different modes are used by the processor 33 to optimize power con- sumption. For example, in the less power consuming mode perhaps only the front-end is turned on in the power saving mode and analog peak detection is used to trigger more power consuming components as ADC and processor, like presented above in the implementation example 2. Between full operating light- ning detection and triggering mode, there can be a monitoring mode that will decide whether the device should switch to lightning measuring mode or go back to triggering mode.
- An example of an operational chart of operation for the single radio implementation is presented in Figure 4.
- step 41 the received signal is continuously monitored in step 42 and if lightning activity is detected a more power consuming but more precise detection mode is selected in step 43 and if in step 44 the analysis meets the criteria for user alerting, this is done in step 45, othervise the system returns to the low power monitoring mode in step 41.
- Another possibility is to use two separate radios in a system 53 depicted in Fig. 5, either using a common antenna or separate antennas, a main lightning detection radio 51 and another radio 52 that is using less power, but is less accurate.
- the less power consuming radio 52 e.g. RFID tag reader
- FIG. 6 An example of an operational chart of opera- tion for the multiple radio implementation is presented in Figure 6.
- step 61 Low powered monitoring of an empty channel takes place in step 61 using AM detection advantageous for lightning detection,
- the processor 52 controls the other radio in step 63 to analyze the received signal and if the analysis in step 64 meets the criteria for user alerting, this is done in step 65, othervise the system returns after a predetermined time to the low power monitoring mode in step 41 using the radio 51.
- Embodiment 7 Energy-optimized, multiple-mode multiple-band, triggering system for lightning detection:
- a mobile device able to work in at least two modes, each mode capable of some level of lightning detection and ranging is described in known art. These modes can utilise the same radio in a different way or utilise separate radios for the various modes.
- This embodiment comprises a controller 33, 53 in Fig. 3 respective Fig. 5 which is able to keep the device in a low-energy "triggering" mode as much as possible, only launching more power consuming modes when triggered.
- the controller selects an optimal radio for a semi-passive low- energy-consumption "triggering" mode: the radio simply responds to all EMI pulses that could be related to lightning, but makes no further processing. Instead, when triggered, it opens a "monitoring" mode that can consume more energy.
- the monitoring mode evaluates EMI pulses more accurately. If it detects an event that has a good chance of being a lightning event, only then the "measuring" mode is opened. In this mode, the full processing power is used to detect, identify, and evaluate possible lightning strokes to the best possible accuracy.
- the measuring mode opens more than one of the possible detection channels. Note that the mode structure can be either simpler or more complex than the one described. In the simplest possible mode, there is only a triggering mode (e.g. RFID) which launches the measuring mode directly. In more complex systems, there may be multible triggering&monitoring&measuring modes. The number of possible radio receiver combinations that might be possible to use in lightning detection is relatively large. Below is a short list of the possible combinations and estimations how power could be saved by using trigger and detection modes separately.
- the current commercial lightning detectors operate on relatively low frequencies i.e. on audio frequencies from hundreds of Hz to 10-100 kHz. Some commercial or research detectors operate also on AM or FM frequencies. It seems very probable that a good and power efficient lightning de- tector implementation would simultaneously utilize receivers on audio and AM/FM frequencies especially in devices where AM and/or FM receiver exists anyway. The detection on multiple frequency bands (far enough from each other) gives better estimations about distance to lightning strikes. On the other hand, if several receivers are active simultaneously the power consumption is of course higher. Therefore it is advantageous to have separated triggering and measuring modes. Depending on the current consumption and sensitivity of different receivers and portions the triggering receiver may be either audio, AM or FM receiver. For example, a peak detector implemented on audio frequency path could be the trigger which activates more accurate detection on several frequencies.
- a modified RFID reader could be used as a triggering device to launch a more accurate lightning detection mode.
- the RFID reader front-end could be modified for example by adding a frequency selective (5-10 kHz) peak-detector. If some predefined peak-level exceeds in triggering mode, the measuring mode would be launched.
- the measuring mode could include for example using of audio and/or AM/FM based detection and ranging.
- the so-called man-made noise elimination may be implemented as a software function that is capable of finding fixed interval peaks in the received signal and filtering them away. This can be implements for example by keeping a record of detected intervals and analysing if some specific intervals appear constantly or cover constantly a certain time period. During the man-made noise the lightning detection can be switched off.
- FM radio in the lightning detection
- other frequency ranges i.e. hundreds of channels in each of the three bands in a tri-band receiver, the Bluetooth receiver fre- quencies, the FM radio including the pilot tone channel, the Wi-Fi radio local area receiver, the RFID tag reader and even the RDS receiver can be used.
- I/Q branches unsvmmetrically During reception a signal is typically decoded in a demodulator having inphase and quadrature branches. These branches are made as symmetrical as possible in traditional receivers in order to minimise errors in the cancel- lation of the local oscillator signal. For example, the frequency and gain are traditionally the same for both branches. However, in the electromagnetic signature of a lightning strike lightning there is no phase information, so lightning detection can be made on the basis of only signal magnitude and envelope shape. Therefore it is possible to use the I and Q branches of the receiver separately i.e. the receiver can be modified so that the lightning detector utilizes two channels which detect different characteristics of the signal.
- a typical dual branch I/Q demodulator can be arranged in one mode to be used to detect lightning strikes on different frequencies while in another normal mode functioning traditionally, especially if the arrangement does not affect the precise branch balance in this normal use.
- the local oscillator frequency to one branch can be changed using digital means, e.g. using a programmable counter 101 that adjusts the local oscillator signal.
- Using the phase and quadrature branches of an I/Q demodulator in this way is equivalent to having two different radio receivers operating on different frequencies and is a very cost effective way to implement simple multiple receivers.
- a typical dual branch I/Q demodulator can further be arranged in a one mode to operate with different gain on each branch while in another mode it functions normally for broadcast reception. This is depicted in Figure 11 where the control means 111 and 112 adjusts the gain in the in-phase respective the quadrature branches. Because the amplitude of lightning stroke signals shows huge variations, this is a very effective way to implement far and near detection of lightning strikes and this method can also advantageously be used for triggering in the previously discussed monitor mode.
- Fig. 12 depicts how one branch can be used in baseband mode without any frequency conversion and is very efficient to receive lightning strikes, which according to the graph depicted by Fig. 9 is rich in low frequency energy, especially at low frequencies 91.
- a suitable longer wire antenna 121 for example a headset wire antenna, can advantageously be used this way.
- the use of the amplification, filtering and data conversion 126 means in the branch can thus very cost effectively be used to advantage if a switch 124 is arranged for a signal from the front end 122 or directly from the antenna is switched into the amplification and filtering path by the switch 124 to be con- verted by the analog to digital converter 126 in Fig.12.
- a suitable gain for the amplification and filtering path when used for this purpose can be selected using the controller 125.
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Abstract
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Priority Applications (5)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/FI2005/000445 WO2007042600A1 (en) | 2005-10-14 | 2005-10-14 | Detection of lightning |
EP05799475A EP1934619A4 (en) | 2005-10-14 | 2005-10-14 | Detection of lightning |
BRPI0520644-8A BRPI0520644A2 (en) | 2005-10-14 | 2005-10-14 | lightning detector; mobile ray detector; and lightning detection method |
CN2005800518151A CN101287992B (en) | 2005-10-14 | 2005-10-14 | Lightning detection |
KR1020087011443A KR101119212B1 (en) | 2005-10-14 | 2005-10-14 | Detection of lightning |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/FI2005/000445 WO2007042600A1 (en) | 2005-10-14 | 2005-10-14 | Detection of lightning |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2007042600A1 true WO2007042600A1 (en) | 2007-04-19 |
Family
ID=37942342
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/FI2005/000445 WO2007042600A1 (en) | 2005-10-14 | 2005-10-14 | Detection of lightning |
Country Status (5)
Country | Link |
---|---|
EP (1) | EP1934619A4 (en) |
KR (1) | KR101119212B1 (en) |
CN (1) | CN101287992B (en) |
BR (1) | BRPI0520644A2 (en) |
WO (1) | WO2007042600A1 (en) |
Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2009115639A1 (en) * | 2008-03-20 | 2009-09-24 | Nokia Corporation | Lightning detection |
WO2010119170A1 (en) * | 2009-04-17 | 2010-10-21 | Nokia Corporation | Lightning detection |
CN101937027A (en) * | 2010-08-06 | 2011-01-05 | 浙江大学 | Lightning detection method for electrooptical signal synchronous acquisition |
US8078192B2 (en) | 2008-04-22 | 2011-12-13 | Nokia Corporation | Supporting the use of a virtual reference station |
WO2016011225A1 (en) * | 2014-07-16 | 2016-01-21 | Accuweather, Inc. | Lightning detection system, method and device |
US10520645B2 (en) | 2016-05-31 | 2019-12-31 | Accuweather, Inc. | Method and system for predicting the financial impact of forecasted weather conditions |
US10885141B2 (en) | 2014-09-10 | 2021-01-05 | Accuweather, Inc. | Customizable weather analysis system for providing weather-related warnings |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
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CN117929861B (en) * | 2024-03-21 | 2024-07-05 | 云南能源投资股份有限公司 | Lightning detection method, device and equipment for wind power plant and storage medium |
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2005
- 2005-10-14 EP EP05799475A patent/EP1934619A4/en not_active Withdrawn
- 2005-10-14 KR KR1020087011443A patent/KR101119212B1/en not_active IP Right Cessation
- 2005-10-14 BR BRPI0520644-8A patent/BRPI0520644A2/en not_active IP Right Cessation
- 2005-10-14 CN CN2005800518151A patent/CN101287992B/en not_active Expired - Fee Related
- 2005-10-14 WO PCT/FI2005/000445 patent/WO2007042600A1/en active Application Filing
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Cited By (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2009115639A1 (en) * | 2008-03-20 | 2009-09-24 | Nokia Corporation | Lightning detection |
US8078192B2 (en) | 2008-04-22 | 2011-12-13 | Nokia Corporation | Supporting the use of a virtual reference station |
JP2014066715A (en) * | 2008-04-22 | 2014-04-17 | Nokia Corp | Supporting of use of virtual reference station |
WO2010119170A1 (en) * | 2009-04-17 | 2010-10-21 | Nokia Corporation | Lightning detection |
CN101937027A (en) * | 2010-08-06 | 2011-01-05 | 浙江大学 | Lightning detection method for electrooptical signal synchronous acquisition |
WO2016011225A1 (en) * | 2014-07-16 | 2016-01-21 | Accuweather, Inc. | Lightning detection system, method and device |
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EP1934619A1 (en) | 2008-06-25 |
EP1934619A4 (en) | 2012-12-26 |
KR101119212B1 (en) | 2012-03-20 |
CN101287992B (en) | 2012-03-28 |
BRPI0520644A2 (en) | 2009-05-19 |
KR20080065659A (en) | 2008-07-14 |
CN101287992A (en) | 2008-10-15 |
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