A voiceprint data edge processing system for operating state of a transformer and a reactor

Abstract

This invention relates to the technical field of edge processing systems, and particularly to an edge processing system for acoustic signature data of transformer and reactor operating status, which improves monitoring efficiency. The system includes: a power equipment unit for providing stable power to users; an acoustic acquisition unit, an imaging unit, an edge processing unit, and a cloud service unit for receiving abnormal acoustic signature spectrum images sent by the edge processing unit, generating a random password, renaming the abnormal acoustic signature spectrum image with the random password, and storing it; a positioning unit for transmitting location information to the power equipment, receiving a password sent by the cloud service unit, and enabling Bluetooth access for searching; and a mobile device unit for receiving location information transmitted by the positioning unit, and after password pairing between the mobile device unit's Bluetooth function and the positioning unit's Bluetooth function, automatically searching for and reading the abnormal acoustic signature spectrum image named with the password from the cloud service unit.

Description

Technical Field

[0001] This invention relates to the technical field of edge processing systems, and in particular to an edge processing system for voiceprint data of transformer and reactor operating status. Background Technology

[0002] The acoustic signature signals of power equipment units (transformers and reactors) are often treated as noise and their value ignored. Different fault types in power equipment units (transformers and reactors) affect the vibration state of the transformer, thus generating different acoustic signals. Therefore, acoustic signature acquisition devices can collect continuous acoustic signature signals from power equipment units (transformers and reactors) during operation. Analysis and identification of these acoustic signature signals can enable operational condition detection and diagnosis of power equipment units (transformers and reactors). The general process for determining the operating status of transformers (and reactors) through acoustic signature recognition involves acoustic signature acquisition, uploading to a cloud service unit, and performing acoustic signature comparison and judgment.

[0003] During use, it was found that the power equipment units (transformers and reactors) generate a large amount of acoustic fingerprint data during operation. When the acoustic fingerprint data generated by multiple power equipment units (transformers and reactors) operating simultaneously is all transferred to the cloud server for judgment and identification, there will be a delay in uploading the massive amount of data generated by multiple power equipment units (transformers and reactors) to the cloud server. At the same time, the cloud server unit will also experience a certain delay in analyzing and comparing the massive amount of data, which will cause the best time for transformer fault diagnosis and repair to be missed. In addition, the cloud server unit sends the repair signal to the maintenance personnel, who need to remotely locate the vicinity of the faulty power equipment unit (transformer and reactor), and then manually search for it. After finding it, they can access the cloud service unit to view the faulty power equipment unit. There are also problems such as slow fault search and faults not matching the description. Summary of the Invention

[0004] To address the aforementioned technical problems, this invention provides an edge processing system for voiceprint data of transformer and reactor operating status that improves processing efficiency.

[0005] The present invention provides an edge processing system for voiceprint data of transformer and reactor operating status, comprising:

[0006] Power equipment units are used to provide users with a stable power supply.

[0007] The sound acquisition unit is used to acquire and noise-reducing the sound generated by the power equipment unit during operation, generate original sound data packets, and then send them out.

[0008] The imaging unit is used to receive the original sound data packets sent by the sound acquisition unit, generate a acoustic waveform spectrum image of the original sound data packets to be verified, and send it out.

[0009] The edge processing unit is used to receive and verify the acoustic signature spectrum image to be verified sent by the imaging unit, extract the acoustic signature spectrum image stored in the cloud service unit, compare and judge the two acoustic signature spectrum images, and send out abnormal acoustic signature spectrum images.

[0010] The cloud service unit is used to receive the abnormal acoustic signature spectrum image sent by the edge processing unit, generate a random password, rename the abnormal acoustic signature spectrum image with the random password and store it, and send the random password at the same time.

[0011] The positioning unit is used to transmit the location information of the power equipment, receive the password sent by the cloud service unit, and enable Bluetooth to be searched.

[0012] The mobile device unit is used to receive location information transmitted by the positioning unit. After the mobile device unit and the positioning unit are paired via Bluetooth through a password, the mobile device unit automatically searches for and reads the abnormal acoustic signature spectrum image named with the password as the file name from the cloud service unit; the power equipment unit provides stable power energy to the user.

[0013] The sound acquisition unit collects and reduces the noise generated by the power equipment unit during operation, generates original sound data packets, and then sends them out.

[0014] The imaging unit receives the original sound data packet sent by the sound acquisition unit, generates a acoustic waveform spectrum image to be verified from the original sound data packet, and then sends it.

[0015] The edge processing unit receives and verifies the acoustic signature spectrum image to be verified sent by the imaging unit, extracts the normal acoustic signature spectrum image stored in the cloud service unit, compares and judges the two acoustic signature spectrum images, and sends the abnormal acoustic signature spectrum image.

[0016] The cloud service unit receives the abnormal acoustic signature spectrum image sent by the edge processing unit, generates a random password, renames the abnormal acoustic signature spectrum image with the random password, stores it, and sends the random password at the same time.

[0017] The positioning unit transmits the location information of the power equipment, and receives the password sent by the cloud service unit and enables Bluetooth to be searched.

[0018] The mobile device unit receives the location information transmitted by the positioning unit. After the mobile device unit and the positioning unit are paired via Bluetooth through a password, the mobile device unit automatically searches for and reads the abnormal acoustic signature spectrum image named with the password as the file name from the cloud service unit.

[0019] Preferably, the positioning unit includes a location signal transmitting unit, an indicator light unit, and a first Bluetooth unit;

[0020] The cloud service unit includes a random password generation unit, a naming unit, a database unit, and a storage unit;

[0021] The mobile device unit includes a location signal receiving unit, a second Bluetooth unit, a search and read unit, and a display unit;

[0022] The edge processing unit includes a verification unit and a storage unit;

[0023] The verification unit is used to receive the acoustic signature spectrum image to be verified sent by the imaging unit and extract the abnormal acoustic signature spectrum images and normal acoustic signature spectrum images stored in the database unit. When the acoustic signature spectrum image to be verified matches the normal acoustic signature spectrum image, the verification unit generates an electrical signal "1" and sends the verified acoustic signature spectrum image segment. When the acoustic signature spectrum image to be verified matches the abnormal acoustic signature spectrum image, the verification unit generates an electrical signal "0" and sends the corresponding acoustic signature spectrum image to be verified.

[0024] The storage unit is used to receive the electrical signal "1" sent by the verification unit and to save the corresponding acoustic waveform spectrum image to be verified after verification.

[0025] The database unit is used to collect and store various typical abnormal and normal acoustic signature spectral images that have been effectively captured.

[0026] A random password generation unit is used to generate and send random passwords;

[0027] The naming unit is used to receive the password sent by the random password generation unit, receive the electrical signal "0" sent by the verification unit, and use the received password to name the corresponding acoustic waveform spectrum image to be verified and send it.

[0028] The storage unit is used to receive the named acoustic signature spectrum image to be verified sent by the naming unit;

[0029] The first Bluetooth unit is used to receive the password sent by the random password generation unit and enable the search permission while sending the password.

[0030] The location signal transmitting unit is used to receive the password sent by the first Bluetooth unit and remotely transmit the location information of the faulty power equipment unit;

[0031] A position signal receiving unit is used to receive position information transmitted by a position signal transmitting unit;

[0032] The second Bluetooth unit is used by staff to activate the search function to find the first Bluetooth unit after arriving near the faulty power equipment unit. After searching, they enter the corresponding password to pair the units.

[0033] The indicator light unit is used to detect that the first Bluetooth unit and the second Bluetooth unit have successfully paired, and emits light to indicate the specific location of the faulty power equipment unit.

[0034] The search and read unit is used to search for and read the acoustic signature spectrum image with the same password stored in the storage unit after the first Bluetooth unit and the second Bluetooth unit have been successfully paired.

[0035] The display unit is used to display the acoustic signature spectrum image to be verified read by the search and read unit from the storage unit; the verification unit receives the acoustic signature spectrum image to be verified sent by the imaging unit and extracts the abnormal acoustic signature spectrum image and normal acoustic signature spectrum image stored in the database unit. When the acoustic signature spectrum image to be verified matches the normal acoustic signature spectrum image, the verification unit generates an electrical signal "1" and sends the verified acoustic signature spectrum image segment; when the acoustic signature spectrum image to be verified matches the abnormal acoustic signature spectrum image, the verification unit generates an electrical signal "0" and sends the corresponding acoustic signature spectrum image to be verified.

[0036] The storage unit receives the electrical signal "1" sent by the verification unit and saves the corresponding acoustic signature spectrum image that has been verified.

[0037] The database unit has effectively captured and stored various typical abnormal and normal acoustic signature spectral images.

[0038] The random password generation unit generates and sends random passwords.

[0039] The naming unit receives the password sent by the random password generation unit, which is used to receive the electrical signal "0" sent by the verification unit and to name the corresponding acoustic pattern spectrum image to be verified using the received password and then send it.

[0040] The storage unit receives the named acoustic signature spectrum image to be verified sent by the naming unit;

[0041] The first Bluetooth unit receives the password sent by the random password generation unit and enables the search permission while simultaneously sending the password.

[0042] The location signal transmitting unit receives the password sent by the first Bluetooth unit and remotely transmits the location information of the faulty power equipment unit;

[0043] The position signal receiving unit receives position information transmitted by the position signal transmitting unit;

[0044] After the staff of the second Bluetooth unit arrived near the faulty power equipment unit, they activated the search function to find the first Bluetooth unit, and then entered the corresponding password to pair it.

[0045] The indicator light unit detects that the first Bluetooth unit and the second Bluetooth unit have successfully paired and emits light to show the specific location of the faulty power equipment unit.

[0046] After the search and read unit detects that the first Bluetooth unit and the second Bluetooth unit have successfully paired, it searches for and reads the voiceprint spectrum image with the same password to be verified stored in the storage unit.

[0047] The display unit shows the acoustic waveform spectrum image to be verified read by the search and read unit from the storage unit, improving the efficiency of finding faulty power equipment units and accurately viewing the fault information of the faulty power equipment unit.

[0048] Preferably, the sound acquisition unit includes a microphone array unit, a preprocessing unit, and a computing unit.

[0049] The microphone array unit is used to acquire and transmit the raw acoustic signals generated during the operation of the power equipment unit.

[0050] The preprocessing unit receives the raw acoustic signal sent by the microphone array unit and preprocesses the raw acoustic signal using the zero-crossing rate algorithm and the entropy spectrum algorithm to obtain the preprocessed acoustic signal and then sends it.

[0051] The processing unit receives the preprocessed acoustic signal sent by the preprocessing unit, performs secondary processing on it through a convolutional neural network to obtain a denoised acoustic signal, and then sends it; the microphone array unit acquires the original acoustic signal during the operation of the power equipment unit and sends it.

[0052] The preprocessing unit receives the raw acoustic signal sent by the microphone array unit and preprocesses the raw acoustic signal using the zero-crossing rate algorithm and the entropy spectrum algorithm to obtain the preprocessed acoustic signal, which is then sent.

[0053] The processing unit receives the preprocessed acoustic signal sent by the preprocessing unit and performs secondary processing on it through a convolutional neural network to obtain a denoised acoustic signal, which is then sent. The microphone array unit collects the operating sound of the power equipment unit and, in cooperation with the preprocessing unit and the processing unit, performs noise reduction processing on the original acoustic signal generated by the operation of the power equipment unit to improve accuracy.

[0054] Preferably, the edge processing unit further includes a timing unit and a deletion unit.

[0055] The timing unit is used to receive the electrical signal "1" sent by the verification unit and start a 30-day countdown. When the 30-day countdown ends, the timing unit generates the electrical signal "2" and sends it.

[0056] The deletion unit is used to receive the electrical signal "2" sent by the timing unit and delete the acoustic waveform spectrum image to be verified in the storage unit; the timing unit receives the electrical signal "1" sent by the verification unit and starts a 30-day countdown. When the 30-day countdown ends, the timing unit generates the electrical signal "2" and sends it.

[0057] The deletion unit receives the electrical signal "2" sent by the timing unit and deletes the acoustic waveform spectrum image to be verified in the storage unit. This reduces the storage of normal acoustic waveform spectrum images in the storage unit, reduces invalid data, alleviates the storage burden of the storage unit, and improves the space utilization of the sub-storage unit.

[0058] Preferably, the microphone array unit supports outdoor 7 24-hour sound data acquisition, simultaneously acquiring sound data from dozens or even hundreds of channels; the microphone array unit provides 7... It collects 24-hour sound data, simultaneously acquiring sound data from dozens or even hundreds of channels, enabling real-time monitoring of the operation of power equipment units and improving the timeliness of monitoring.

[0059] Preferably, the edge processing unit and the cloud service unit are connected via a quantum communication network. When the edge processing unit transmits data via a quantum communication network, it achieves high timeliness, strong anti-interference performance, good confidentiality, and good concealment.

[0060] Preferably, the imaging unit uses the original audio data packet received by the speech grapher to generate the acoustic spectrum image to be verified; the imaging unit uses the speech grapher to generate the acoustic spectrum image to be verified from the received original audio data packet, thereby improving the accuracy of the data.

[0061] Preferably, the storage unit is provided with a USE interface; when data needs to be transferred or copied from the storage unit, the data can be transferred offline through the USE interface, improving convenience.

[0062] Compared with the prior art, the beneficial effects of the present invention are as follows:

[0063] First, the voiceprint signals generated by the power equipment units should be processed promptly and quickly, including distinguishing, filtering, and removing invalid voiceprint signals.

[0064] Secondly, after the edge processing unit judges the acoustic fingerprint signal generated by the transformer unit at the network edge, it feeds back the judgment result to the cloud service unit through electrical signals. This reduces the latency caused by massive data uploads and also reduces the operational burden on the cloud service unit.

[0065] Third, the cloud service unit works in conjunction with the positioning unit and mobile device unit to quickly locate faulty power equipment units and accurately and rapidly understand the abnormal acoustic waveform image of the faulty power equipment unit. Attached Figure Description

[0066] Figure 1 This is a schematic diagram of the present invention;

[0067] Figure 2 This is a functional diagram of the sound acquisition unit;

[0068] Figure 3 This is a functional diagram of the edge processing unit and the cloud service unit. Detailed Implementation

[0069] To facilitate understanding of the present invention, a more complete description will be given below with reference to the accompanying drawings. The present invention can be implemented in many different forms and is not limited to the embodiments described herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete.

[0070] Example 1

[0071] like Figure 1 As shown, this invention provides an edge processing system for voiceprint data of transformer and reactor operating status.

[0072] Power equipment units are used to provide users with a stable power supply.

[0073] The sound acquisition unit is used to acquire and noise-reducing the sound generated by the power equipment unit during operation, generate original sound data packets, and then send them out.

[0074] The imaging unit is used to receive the original sound data packets sent by the sound acquisition unit, generate a acoustic waveform spectrum image of the original sound data packets to be verified, and send it out.

[0075] The verification unit is used to receive the acoustic signature spectrum image to be verified sent by the imaging unit and extract the abnormal acoustic signature spectrum images and normal acoustic signature spectrum images stored in the database unit. When the acoustic signature spectrum image to be verified matches the normal acoustic signature spectrum image, the verification unit generates an electrical signal "1" and sends the verified acoustic signature spectrum image segment. When the acoustic signature spectrum image to be verified matches the abnormal acoustic signature spectrum image, the verification unit generates an electrical signal "0" and sends the corresponding acoustic signature spectrum image to be verified.

[0076] The storage unit is used to receive the electrical signal "1" sent by the verification unit and to save the corresponding acoustic waveform spectrum image to be verified after verification.

[0077] The database unit is used to collect and store various typical abnormal and normal acoustic signature spectral images that have been effectively captured.

[0078] A random password generation unit is used to generate and send random passwords;

[0079] The naming unit is used to receive the password sent by the random password generation unit, receive the electrical signal "0" sent by the verification unit, and use the received password to name the corresponding acoustic waveform spectrum image to be verified and send it.

[0080] The storage unit is used to receive the named acoustic signature spectrum image to be verified sent by the naming unit;

[0081] The first Bluetooth unit is used to receive the password sent by the random password generation unit and enable the search permission while sending the password.

[0082] The location signal transmitting unit is used to receive the password sent by the first Bluetooth unit and remotely transmit the location information of the faulty power equipment unit;

[0083] A position signal receiving unit is used to receive position information transmitted by a position signal transmitting unit;

[0084] The second Bluetooth unit is used by staff to activate the search function to find the first Bluetooth unit after arriving near the faulty power equipment unit. After searching, they enter the corresponding password to pair the units.

[0085] The indicator light unit is used to detect that the first Bluetooth unit and the second Bluetooth unit have successfully paired, and emits light to indicate the specific location of the faulty power equipment unit.

[0086] The search and read unit is used to search for and read the acoustic signature spectrum image with the same password stored in the storage unit after the first Bluetooth unit and the second Bluetooth unit have been successfully paired.

[0087] The display unit is used to display the acoustic signature spectrum image to be verified read by the search and read unit from the storage unit; the power equipment unit provides stable power energy to the user;

[0088] The sound acquisition unit collects and reduces the noise generated by the power equipment unit during operation, generates original sound data packets, and then sends them out.

[0089] The imaging unit receives the original sound data packet sent by the sound acquisition unit, generates a acoustic waveform spectrum image to be verified from the original sound data packet, and then sends it.

[0090] The verification unit is used to receive the acoustic signature spectrum image to be verified sent by the imaging unit and extract the abnormal acoustic signature spectrum images and normal acoustic signature spectrum images stored in the database unit. When the acoustic signature spectrum image to be verified matches the normal acoustic signature spectrum image, the verification unit generates an electrical signal "1" and sends the verified acoustic signature spectrum image segment. When the acoustic signature spectrum image to be verified matches the abnormal acoustic signature spectrum image, the verification unit generates an electrical signal "0" and sends the corresponding acoustic signature spectrum image to be verified.

[0091] The storage unit receives the electrical signal "1" sent by the verification unit and saves the corresponding acoustic signature spectrum image that has been verified.

[0092] The database unit has effectively captured and stored various typical abnormal and normal acoustic signature spectral images.

[0093] The random password generation unit generates and sends a random password.

[0094] The naming unit receives the password sent by the random password generation unit, receives the electrical signal "0" sent by the verification unit, and uses the received password to name the corresponding acoustic signature spectrum image to be verified and then sends it.

[0095] The storage unit receives the named acoustic signature spectrum image to be verified sent by the naming unit;

[0096] The first Bluetooth unit receives the password sent by the random password generation unit and enables the search permission while simultaneously sending the password.

[0097] The location signal transmitting unit receives the password sent by the first Bluetooth unit and remotely transmits the location information of the faulty power equipment unit;

[0098] The position signal receiving unit receives position information transmitted by the position signal transmitting unit;

[0099] The second Bluetooth unit: After the staff arrives near the faulty power equipment unit, they activate the search function to find the first Bluetooth unit, and then enter the corresponding password to pair it.

[0100] The indicator light unit detects that the first Bluetooth unit and the second Bluetooth unit have successfully paired and emits light to show the specific location of the faulty power equipment unit.

[0101] After the search and read unit detects that the first Bluetooth unit and the second Bluetooth unit have successfully paired, it searches for and reads the voiceprint spectrum image to be verified with the same password file name stored in the storage unit.

[0102] The display unit shows the acoustic waveform image to be verified that the search and read unit reads from the storage unit;

[0103] The beneficial effects are:

[0104] First, the voiceprint signals generated by the power equipment units should be processed promptly and quickly, including distinguishing, filtering, and removing invalid voiceprint signals.

[0105] Secondly, after the edge processing unit judges the voiceprint signal generated by the power equipment unit at the network edge, it feeds back the judgment result to the cloud service unit through electrical signals. This reduces the latency caused by massive data uploads and also reduces the operational burden on the cloud service unit.

[0106] Third, the cloud service unit works in conjunction with the positioning unit and mobile device unit to quickly locate faulty power equipment units and accurately and rapidly understand the abnormal acoustic waveform image of the faulty power equipment unit.

[0107] Example 2

[0108] like Figures 1 to 3 As shown, this invention provides an edge processing system for voiceprint data of transformer and reactor operating status.

[0109] Power equipment units are used to provide users with a stable power supply.

[0110] The microphone array unit is used to acquire and transmit the raw acoustic signals generated during the operation of the power equipment unit.

[0111] The preprocessing unit receives the raw acoustic signal sent by the microphone array unit and preprocesses the raw acoustic signal using the zero-crossing rate algorithm and the entropy spectrum algorithm to obtain the preprocessed acoustic signal and then sends it.

[0112] The processing unit is used to receive the preprocessed acoustic signal sent by the preprocessing unit, perform secondary processing on it through a convolutional neural network to obtain a denoised acoustic signal, and then send it.

[0113] The imaging unit is used to receive the original sound data packets sent by the sound acquisition unit, generate a acoustic waveform spectrum image of the original sound data packets to be verified, and send it out.

[0114] The verification unit is used to receive the acoustic signature spectrum image to be verified sent by the imaging unit and extract the abnormal acoustic signature spectrum images and normal acoustic signature spectrum images stored in the database unit. When the acoustic signature spectrum image to be verified matches the normal acoustic signature spectrum image, the verification unit generates an electrical signal "1" and sends the verified acoustic signature spectrum image segment. When the acoustic signature spectrum image to be verified matches the abnormal acoustic signature spectrum image, the verification unit generates an electrical signal "0" and sends the corresponding acoustic signature spectrum image to be verified.

[0115] The storage unit is used to receive the electrical signal "1" sent by the verification unit and to save the corresponding acoustic waveform spectrum image to be verified after verification.

[0116] The database unit is used to collect and store various typical abnormal and normal acoustic signature spectral images that have been effectively captured.

[0117] A random password generation unit is used to generate and send random passwords;

[0118] The naming unit is used to receive the password sent by the random password generation unit, receive the electrical signal "0" sent by the verification unit, and use the received password to name the corresponding acoustic waveform spectrum image to be verified and send it.

[0119] The storage unit is used to receive the named acoustic signature spectrum image to be verified sent by the naming unit;

[0120] The first Bluetooth unit is used to receive the password sent by the random password generation unit and enable the search permission while sending the password.

[0121] The location signal transmitting unit is used to receive the password sent by the first Bluetooth unit and remotely transmit the location information of the faulty power equipment unit;

[0122] A position signal receiving unit is used to receive position information transmitted by a position signal transmitting unit;

[0123] The second Bluetooth unit is used by staff to activate the search function to find the first Bluetooth unit after arriving near the faulty power equipment unit. After searching, they enter the corresponding password to pair the units.

[0124] The indicator light unit is used to detect that the first Bluetooth unit and the second Bluetooth unit have successfully paired, and emits light to indicate the specific location of the faulty power equipment unit.

[0125] The search and read unit is used to search for and read the acoustic signature spectrum image with the same password stored in the storage unit after the first Bluetooth unit and the second Bluetooth unit have been successfully paired.

[0126] The display unit is used to display the acoustic signature spectrum image to be verified read by the search and read unit from the storage unit; the power equipment unit provides stable power energy to the user;

[0127] The microphone array unit acquires and transmits the raw acoustic signals generated during the operation of the power equipment unit.

[0128] The preprocessing unit receives the raw acoustic signal sent by the microphone array unit and preprocesses the raw acoustic signal using the zero-crossing rate algorithm and the entropy spectrum algorithm to obtain the preprocessed acoustic signal, which is then sent.

[0129] The processing unit receives the preprocessed acoustic signal sent by the preprocessing unit and performs secondary processing on it through a convolutional neural network to obtain a denoised acoustic signal, which is then sent.

[0130] The imaging unit receives the original sound data packet sent by the sound acquisition unit, generates a acoustic waveform spectrum image to be verified from the original sound data packet, and then sends it.

[0131] The verification unit receives the acoustic signature spectrum image to be verified sent by the imaging unit and extracts the abnormal and normal acoustic signature spectrum images stored in the database unit. When the acoustic signature spectrum image to be verified matches the normal acoustic signature spectrum image, the verification unit generates an electrical signal "1" and sends the verified acoustic signature spectrum image segment. When the acoustic signature spectrum image to be verified matches the abnormal acoustic signature spectrum image, the verification unit generates an electrical signal "0" and sends the corresponding acoustic signature spectrum image to be verified.

[0132] The storage unit is used to receive the electrical signal "1" sent by the verification unit and to save the corresponding acoustic waveform spectrum image to be verified after verification.

[0133] The database unit has effectively captured and stored various typical abnormal and normal acoustic signature spectral images.

[0134] The random password generation unit generates and sends random passwords.

[0135] The naming unit receives the password sent by the random password generation unit, which is used to receive the electrical signal "0" sent by the verification unit and to name the corresponding acoustic pattern spectrum image to be verified using the received password and then send it.

[0136] The storage unit receives the named acoustic signature spectrum image to be verified sent by the naming unit;

[0137] The first Bluetooth unit receives the password sent by the random password generation unit and enables the search permission while simultaneously sending the password.

[0138] The location signal transmitting unit receives the password sent by the first Bluetooth unit and remotely transmits the location information of the faulty power equipment unit;

[0139] The position signal receiving unit receives position information transmitted by the position signal transmitting unit;

[0140] After the staff of the second Bluetooth unit arrived near the faulty power equipment unit, they activated the search function to find the first Bluetooth unit, and then entered the corresponding password to pair it.

[0141] The indicator light unit detects that the first Bluetooth unit and the second Bluetooth unit have successfully paired and emits light to show the specific location of the faulty power equipment unit.

[0142] After the search and read unit detects that the first Bluetooth unit and the second Bluetooth unit have successfully paired, it searches for and reads the voiceprint spectrum image with the same password to be verified stored in the storage unit.

[0143] The display unit shows the acoustic waveform spectrum image to be verified, which is read from the storage unit by the search and read unit.

[0144] Example 3

[0145] like Figure 3 As shown, based on Embodiment 2, the present invention provides an edge processing system for voiceprint data of transformer and reactor operating status. The edge processing unit further includes a timing unit and a deletion unit.

[0146] The timing unit is used to receive the electrical signal "1" sent by the verification unit and start a 30-day countdown. When the 30-day countdown ends, the timing unit generates the electrical signal "2" and sends it.

[0147] The deletion unit is used to receive the electrical signal "2" sent by the timing unit and delete the acoustic waveform spectrum image to be verified in the storage unit; the timing unit receives the electrical signal "1" sent by the verification unit and starts a 30-day countdown. When the 30-day countdown ends, the timing unit generates the electrical signal "2" and sends it.

[0148] The deletion unit receives the electrical signal "2" sent by the timing unit and deletes the acoustic waveform spectrum image to be verified in the storage unit. This reduces the storage of normal acoustic waveform spectrum images in the storage unit, reduces invalid data, alleviates the storage burden of the storage unit, and improves the space utilization of the sub-storage unit.

[0149] The present invention discloses an edge processing system for voiceprint data of transformer and reactor operating status. Its installation, connection, or setting methods are all common mechanical methods, and any method that can achieve its beneficial effects can be implemented. The power equipment unit, sound acquisition unit, imaging unit, edge processing unit, cloud service unit, positioning unit, and mobile device unit of the present invention are commercially available. Those skilled in the art only need to install and operate it according to the accompanying instruction manual, without requiring any creative work from those skilled in the art.

[0150] All technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention pertains. The terminology used herein in the description of this invention is for the purpose of describing particular embodiments only and is not intended to limit the invention. The term "and / or" as used herein includes any and all combinations of one or more of the associated listed items. Furthermore, in the description of this invention, unless otherwise expressly specified and limited, the terms "set," "install," "connect," "link," and "fix" should be interpreted broadly. For example, they can refer to a fixed connection, a detachable connection, or an integral part; a mechanical connection or an electrical connection; a direct connection or an indirect connection through an intermediate medium; or a connection within two elements or an interaction between two elements. Those skilled in the art will understand the specific meaning of the above terms in this invention based on the specific circumstances.

[0151] The above description is only a preferred embodiment of the present invention. It should be noted that for those skilled in the art, several improvements and modifications can be made without departing from the technical principles of the present invention, and these improvements and modifications should also be considered within the scope of protection of the present invention.

Claims

1. A voiceprint data edge processing system for transformer and reactor operating conditions, characterized by, include: Power equipment units are used to provide users with a stable power supply. The sound acquisition unit is used to acquire and noise-reducing the sound generated by the power equipment unit during operation, generate original sound data packets, and then send them out. The imaging unit is used to receive the original sound data packets sent by the sound acquisition unit, generate a acoustic waveform spectrum image of the original sound data packets to be verified, and send it out. The edge processing unit is used to receive and verify the acoustic signature spectrum image to be verified sent by the imaging unit, extract the acoustic signature spectrum image stored in the cloud service unit, compare and judge the two acoustic signature spectrum images, and send out abnormal acoustic signature spectrum images. The cloud service unit is used to receive the abnormal acoustic signature spectrum image sent by the edge processing unit, generate a random password, rename the abnormal acoustic signature spectrum image with the random password and store it, and send the random password at the same time. The positioning unit is used to transmit the location information of the power equipment, receive the password sent by the cloud service unit, and enable Bluetooth to be searched. The mobile device unit is used to receive location information transmitted by the positioning unit. After the Bluetooth function of the mobile device unit is matched with the Bluetooth function of the positioning unit through a password, the mobile device unit automatically searches for and reads the abnormal acoustic wave spectrum image named with the password as the file name in the cloud service unit. The positioning unit includes a location signal transmitting unit, an indicator light unit, and a first Bluetooth unit; The cloud service unit includes a random password generation unit, a naming unit, a database unit, and a storage unit; The mobile device unit includes a location signal receiving unit, a second Bluetooth unit, a search and read unit, and a display unit; The edge processing unit includes a verification unit and a storage unit; The verification unit is used to receive the acoustic signature spectrum image to be verified sent by the imaging unit and extract the abnormal acoustic signature spectrum images and normal acoustic signature spectrum images stored in the database unit. When the acoustic signature spectrum image to be verified matches the normal acoustic signature spectrum image, the verification unit generates an electrical signal "1" and sends the verified acoustic signature spectrum image segment. When the acoustic signature spectrum image to be verified matches the abnormal acoustic signature spectrum image, the verification unit generates an electrical signal "0" and sends the corresponding acoustic signature spectrum image to be verified. The storage unit is used to receive the electrical signal "1" sent by the verification unit and to save the corresponding acoustic waveform spectrum image to be verified after it has been verified. The database unit is used to collect and store various typical abnormal and normal acoustic signature spectral images that have been effectively captured. A random password generation unit is used to generate and send random passwords; The naming unit is used to receive the password sent by the random password generation unit, receive the electrical signal "0" sent by the verification unit, and use the received password to name the corresponding acoustic waveform spectrum image to be verified and send it. The storage unit is used to receive the named acoustic signature spectrum image to be verified sent by the naming unit; The first Bluetooth unit is used to receive the password sent by the random password generation unit and enable the search permission while sending the password. The location signal transmitting unit is used to receive the password sent by the first Bluetooth unit and remotely transmit the location information of the faulty power equipment unit; A position signal receiving unit is used to receive position information transmitted by a position signal transmitting unit; The second Bluetooth unit is used by staff to activate the search function to find the first Bluetooth unit after arriving near the faulty power equipment unit. After searching, they enter the corresponding password to pair the units. The indicator light unit is used to detect that the first Bluetooth unit and the second Bluetooth unit have successfully paired, and emits light to indicate the specific location of the faulty power equipment unit. The search and read unit is used to search for and read the acoustic signature spectrum image with the same password stored in the storage unit after the first Bluetooth unit and the second Bluetooth unit have been successfully paired. The display unit is used to display the acoustic waveform spectrum image to be verified read by the search and read unit from the storage unit.

2. The voiceprint data edge processing system for transformer and reactor operating status as described in claim 1, characterized in that, The sound acquisition unit includes a microphone array unit, a preprocessing unit, and a computing unit. The microphone array unit is used to acquire and transmit the raw acoustic signals generated during the operation of the power equipment unit. The preprocessing unit receives the raw acoustic signal sent by the microphone array unit and preprocesses the raw acoustic signal using the zero-crossing rate algorithm and the entropy spectrum algorithm to obtain the preprocessed acoustic signal and then sends it. The processing unit is used to receive the preprocessed acoustic signal sent by the preprocessing unit, perform secondary processing on it through a convolutional neural network to obtain a denoised acoustic signal, and then send it.

3. The acoustic fingerprint data edge processing system for transformer and reactor operating condition according to claim 1, characterized in that, The edge processing unit also includes a timing unit and a deletion unit. The timing unit is used to receive the electrical signal "1" sent by the verification unit and start a 30-day countdown. When the 30-day countdown ends, the timing unit generates the electrical signal "2" and sends it. The deletion unit is used to receive the electrical signal "2" sent by the timing unit and delete the acoustic waveform spectrum image to be verified in the storage unit.

4. The acoustic fingerprint data edge processing system for operational status of transformers and reactors as claimed in claim 2 wherein, The microphone array unit supports outdoor 7 24-hour sound data acquisition, collecting sound data of dozens to hundreds of channels simultaneously.

5. A voiceprint data edge processing system for transformer and reactor operating conditions according to claim 4, characterized in that, The edge processing unit and the cloud service unit are connected via a quantum communication network.

6. The acoustic fingerprint data edge processing system for transformer and reactor operating condition according to claim 1, characterized in that, The imaging unit uses the original acoustic data packets received by the speech grapher to generate the acoustic spectrum image to be verified.

7. The acoustic fingerprint data edge processing system of transformer and reactor operating state according to claim 1, characterized in that, The storage unit is equipped with a USE interface.

Images