Laser early warning system and laser
By integrating pressure detection modules, temperature sensors, flowmeters, optical power detection modules and communication modules in the laser, the laser early warning system is designed, which solves the problem that laser faults are difficult to predict in advance, realizes laser life prediction and fault warning, and reduces the failure rate and maintenance costs.
Patent Information
- Application Number
- CN202510392883.3
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-03-31
- Publication Date
- 2025-06-13
AI Technical Summary
Existing lasers are difficult to predict in advance in the event of failure, resulting in inefficient maintenance and high cost.
A laser early warning system was designed, including a pressure detection module, a temperature sensor, a flowmeter, an optical power detection module and a communication module. By collecting and analyzing these data, the cloud server can predict whether the laser will fail and issue an early warning.
The system can intelligently predict the life of the laser and potentially faulty components in advance, reduce the failure rate, reduce the frequency of damaged components replacement, reduce resource waste, improve the service life of the laser, and significantly reduce the scale cost of after-sales personnel.
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Figure CN120141799A_ABST
Abstract
Description
Technical Field
[0001] The present invention belongs to the field of lasers, and particularly relates to a laser warning system and a laser. Background Art
[0002] Due to the increasing volume of lasers in the market nowadays, and the continuously increasing power of lasers, their failure rates are correspondingly getting higher and higher. In order to maintain a large customer base, the scale of after-sales service is also getting larger and larger, the cost is getting higher and higher, the maintenance duration is getting longer and longer, and the maintenance difficulty is getting greater and greater. This is extremely unfavorable for the efficient operation of laser enterprises and also for the reputation of the enterprises. Most of the lasers in the market nowadays are independent individuals, that is, once a certain laser fails, it can only display a fault code on the laser, and even most lasers do not even have a fault code. Once a failure occurs, only after-sales personnel can be contacted to come to the door for service, and then one-by-one detection is carried out. This not only has low efficiency but also incurs extremely high costs. Summary of the Invention
[0003] The purpose of the present invention is to provide a laser warning system and a laser, aiming to solve the problem of how to intelligently predict in advance the lifespan of each laser and predict in advance the components that will be damaged.
[0004] In a first aspect, the present invention provides a laser warning system, including a processor and a pressure detection module, a communication module, and a storage module respectively connected to the processor, wherein, the pressure detection module is used to collect the pressure data at the inlet and outlet of the pipeline of the cooling plate in the laser; the processor is used to calculate the pressure drop data between the inlet and the outlet according to the pressure data; the storage module is used to store the pressure drop data each time when the laser is turned on and used; the communication module is used to send the pressure drop data to the cloud server, so that the cloud server analyzes the change trend of the pressure drop data of the laser according to the pressure drop data, predicts whether the laser will have a failure, and if a failure will occur, issues a warning.
[0005] Further, the pressure detection module includes a first pressure sensor and a second pressure sensor; the first pressure sensor is installed at the inlet of the pipeline of the cooling plate in the laser and is used to obtain the pressure at the inlet; the second pressure sensor is installed at the outlet of the pipeline of the cooling plate in the laser and is used to obtain the pressure at the outlet; the pressure drop data is obtained by subtracting the pressure at the outlet of the pipeline from the pressure at the inlet of the pipeline.
[0006] Further, the laser warning system further includes a temperature sensor connected to the processor for obtaining temperature data of the pump source in the laser; The storage module is further configured to store the temperature data of the pump source obtained each time the laser is powered on for use; The communication module is further configured to send the temperature data of the pump source to the cloud server, so that the cloud server analyzes the change trend of the temperature data of the pump source of the laser according to the obtained temperature data of the pump source, predicts whether the laser will have a fault, and issues a warning if a fault will occur.
[0007] Further, the laser warning system further includes a flow meter connected to the processor; The flow meter is installed in the pipeline of the cooling plate in the laser for obtaining the flow data of the cooling medium in the pipeline; The storage module is further configured to store the flow data of the cooling medium obtained each time the laser is powered on for use; The communication module is further configured to send the flow data of the cooling medium to the cloud server, so that the cloud server analyzes the change trend of the flow data of the cooling medium of the laser according to the obtained flow data of the cooling medium, predicts whether the laser will have a fault, and issues a warning if a fault will occur.
[0008] Further, the laser warning system further includes an optical power detection module connected to the processor for obtaining the output optical power intensity of the laser; The storage module is further configured to store the output optical power intensity obtained each time the laser is powered on for use; The communication module is further configured to send the output optical power intensity to the cloud server, so that the cloud server analyzes the change trend of the output optical power intensity of the laser according to the obtained output optical power intensity, predicts whether the laser will have a fault, and issues a warning if a fault will occur.
[0009] Further, the laser warning system further includes a display module connected to the processor.
[0010] Further, the cloud server analyzes the change trend of the pressure drop data of the laser according to the pressure drop data, predicts whether the laser will have a fault, and issues a warning if a fault will occur. Specifically, it includes: When there are multiple times of P n > P n-1 It means that there are impurities in the water cooling system and the water channel is blocked, and it is deteriorating continuously. It is necessary to prompt the user to clean the water channel or let the after-sales personnel come to clean it. Among them, P n represents the pressure drop data of the nth time, and P n-1 represents the pressure drop data of the (n - 1)th time.
[0011] Further, the cloud server analyzes the change trend of the pump source temperature data of the laser according to the acquired pump source temperature data, predicts whether the laser will have a fault, and issues a warning if a fault will occur. Specifically, it includes:
[0012] where ΔT N is the temperature difference between the last two tests, and ΔT N-1 is the temperature difference between the previous two tests. If ΔT N >ΔT N-1 , the cloud server issues a warning to notify the personnel in the data center that the laser needs attention. If continuous alarms occur, that is, if ΔT N always shows an upward trend, the cloud server issues a warning to the after-sales personnel or the user of the laser, indicating that continued use will cause damage to the pump source of the laser and suggesting that the after-sales personnel come to repair it. Wherein, T n represents the pump source temperature at the nth time, T n-1 represents the pump source temperature at the (n - 1)th time, and T n-2 represents the pump source temperature at the (n - 2)th time.
[0013] Further, the cloud server analyzes the change trend of the flow rate data of the cooling medium of the laser according to the acquired flow rate data of the cooling medium, predicts whether the laser will have a fault, and issues a warning if a fault will occur. Specifically, it includes: When Q n -Q n-1 <-A, where A is a preset value. When the flow rate in the latter time is continuously decreasing compared with the previous time for multiple times, there may be a problem of leakage of the cooling medium. Wherein Q n represents the flow rate data at the nth time, and Q n-1 represents the flow rate data at the (n - 1)th time.
[0014] Further, the cloud server analyzes the change trend of the output optical power intensity of the laser according to the acquired output optical power intensity, predicts whether the laser will have a fault, and issues a warning if a fault will occur. Specifically, it includes: When the output optical power intensity W n <the rated output power of the laser, it represents that the power of the laser has decreased, and there may be a phenomenon of chip burning. And the specific number of burned chips is judged according to the reduced amount of W n . If W n =0, there may be a phenomenon of optical fiber breakage.
[0015] In the second aspect, the present invention provides a laser, including the laser warning system in any of the above solutions.
[0016] In the present invention, since the laser warning system includes a pressure detection module and a communication module, the communication module is used to send the pressure drop data to the cloud server, so that the cloud server can analyze the change trend of the pressure drop data of the laser according to the pressure drop data and predict whether the laser will fail. Therefore, it is beneficial to intelligently predict the lifespan of each laser in advance, predict the components that will be damaged in advance, reduce the failure rate of the laser, reduce the damaged components of the laser, reduce the replacement frequency, reduce resource waste, increase the service life of the laser, greatly reduce the scale cost of after-sales personnel, and improve customer satisfaction. BRIEF DESCRIPTION OF THE DRAWINGS
[0017] Figure 1 is a schematic diagram of the laser warning system provided by an embodiment of the present invention. DETAILED DESCRIPTION OF THE EMBODIMENTS
[0018] In order to make the objectives, technical solutions and beneficial effects of the present invention clearer, the present invention will be further described in detail below with reference to the drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not used to limit the present invention.
[0019] In order to illustrate the technical solutions described in the present invention, the following will be described through specific embodiments.
[0020] Please refer to Figure 1 , the laser warning system provided by the embodiment of the present application includes a processor 11, a pressure detection module 12, a communication module 13, and a storage module 14 that are respectively connected to the processor 11. Among them, the pressure detection module 12 is used to collect the pressure data at the inlet and outlet of the pipeline of the cooling plate in the laser; the processor 11 is used to calculate the pressure drop data between the inlet and the outlet according to the pressure data; the storage module 14 is used to store the pressure drop data each time when the device is turned on and used; the communication module 13 is used to send the pressure drop data to the cloud server, so that the cloud server can analyze the change trend of the pressure drop data of the laser according to the pressure drop data, predict whether the laser will fail, and issue a warning if it will fail.
[0021] In the embodiment of the present application, the pressure detection module 12 may include a first pressure sensor and a second pressure sensor; the first pressure sensor is installed at the inlet of the pipeline of the cooling plate in the laser and is used to obtain the pressure at the inlet; the second pressure sensor is installed at the outlet of the pipeline of the cooling plate in the laser and is used to obtain the pressure at the outlet.
[0022] It can be understood that the pressure drop data is obtained by subtracting the pressure at the outlet of the cooling plate pipeline from the pressure at the inlet of the cooling plate pipeline. For a laser, the pressure drop of the cooling plate (i.e., the pressure loss when the coolant flows through the water cooling plate) is an important parameter for evaluating the performance, efficiency, and reliability of its heat dissipation system. When the pressure drop at the inlet and outlet of the cooling plate in the system is large, the flow rate decreases, resulting in a decrease in the heat transfer coefficient, and thus insufficient heat dissipation effect for the laser; if the pressure drop is too small, the energy consumption may increase due to too high a flow rate. In addition, the pressure drop state can also be used to reflect the situation of blockage or leakage in the cooling plate pipeline.
[0023] In this application, by analyzing the change trend of the pressure drop data of the laser through the pressure drop data of the cooling plate, the change of the internal fluid flow state of the cooling plate can be detected more acutely. When the laser is working, problems such as minor blockage, scaling, or pipeline deformation in the cooling plate may not cause an obvious change in the pressure at a certain measurement point (such as the inlet), but will cause an increase in the resistance of the fluid flowing through the cooling plate, a decrease in the pressure at the outlet, and thus a significant change (specifically an increase) in the pressure drop, which can provide an early warning for potential failures of the laser earlier.
[0024] Moreover, the pressure drop data adopted in this application is a relative value, specifically the difference between the inlet and outlet pressures of the cooling plate. To a certain extent, it can offset part of the influence of environmental factors, is relatively less interfered by environmental factors, can more stably and reliably reflect the actual working state of the cooling plate, and provides a more accurate basis for the early warning judgment of the laser.
[0025] In this application, the processor is specifically used to calculate the difference between the pressure at the inlet and the pressure at the outlet of the pipeline as the pressure drop data according to the pressure at the inlet and the pressure at the outlet of the pipeline. In this way, based on the accurate pressure drop data obtained, the change trend of the pressure drop data of the laser is analyzed. Once an abnormality in the real-time pressure drop data is detected, the system immediately triggers an early warning mechanism and sends detailed fault prompt information to the operation and maintenance personnel, including possible fault types (such as minor blockage, local scaling, etc.) and potential risk level assessment.
[0026] In the embodiment of this application, the laser early warning system may further include a temperature sensor 15 connected to the processor for obtaining the temperature data of the pump source in the laser; The storage module 14 is further used to store the temperature data of the pump source obtained each time when starting up and using; The communication module 13 is further used to send the temperature data of the pump source to the cloud server, so that the cloud server analyzes the change trend of the temperature data of the pump source of the laser according to the obtained temperature data of the pump source, predicts whether the laser will have a fault, and if a fault will occur, issues an early warning.
[0027] The laser warning system may further include a flowmeter 16 connected to the processor; The flowmeter 16 is installed in the pipeline of the cooling plate in the laser, and is used to obtain the flow data of the cooling medium in the pipeline; The storage module 14 is further used to store the flow data of the cooling medium obtained each time the laser is turned on and used; The communication module 13 is further used to send the flow data of the cooling medium to the cloud server, so that the cloud server analyzes the change trend of the flow data of the cooling medium of the laser according to the obtained flow data of the cooling medium, predicts whether the laser will fail, and if it will fail, issues a warning.
[0028] The laser warning system may further include an optical power detection module 17 connected to the processor for obtaining the output optical power intensity of the laser; The storage module 14 is further used to store the output optical power intensity obtained each time the laser is turned on and used; The communication module 13 is further used to send the output optical power intensity to the cloud server, so that the cloud server analyzes the change trend of the output optical power intensity of the laser according to the obtained output optical power intensity, predicts whether the laser will fail, and if it will fail, issues a warning.
[0029] The laser warning system may further include a display module connected to the processor.
[0030] In the embodiment of the present application, the cooling medium of the cooling plate may be a liquid.
[0031] In the embodiment of the present application, the cloud server analyzes the data trend of the laser according to the obtained pressure drop data, the temperature data of the pump source, the flow data of the cooling medium, and the output optical power intensity, predicts whether the laser will fail, and if it will fail, issues a warning. Specifically, it may include: For the temperature data of the pump source:
[0032] Among them, ΔT N is the temperature difference between the last two tests, ΔT N-1 is the temperature difference between the first two tests. If ΔT N >ΔT N-1 , the cloud server issues a warning to prompt the data center personnel that this laser needs attention. If continuous alarms occur, that is, ΔT N always shows an upward trend, the cloud server issues a warning to the after-sales personnel or the user of this laser, and continued use will cause damage to the pump source of the laser and burn the pump. It is recommended that the after-sales personnel come to repair on site; among them, T nrepresents the pump source temperature at the nth time, T n-1 represents the pump source temperature at the (n - 1)th time, T n-2 represents the pump source temperature at the (n - 2)th time; For the flow rate data of the cooling medium: When Q n -Q n-1 < -A, where A is a preset value, which can be set to different values according to different water-cooled machines and different lasers. A smaller laser can be set to 1 Lpm, and a larger laser can be set to 2 Lpm or higher. When the flow rate of the latter time is continuously decreasing compared to the previous time for multiple times, there may be a problem of cooling medium leakage; where Q n represents the flow rate data at the nth time, Q n-1 represents the flow rate data at the (n - 1)th time; For the pressure drop data: When there are multiple times of P n >P n-1 it means that there are impurities in the water-cooling system, the water channel is blocked, and it is deteriorating continuously. It is necessary to prompt the user to clean the water channel or let the after-sales personnel come to clean it; where P n represents the pressure drop data at the nth time, P n-1 represents the pressure drop data at the (n - 1)th time; For the output optical power intensity Wn: When W n < the rated output power of the laser, it means that the power of the laser has decreased, and there may be a phenomenon of chip burning. It can be accurately judged based on the pump source temperature data at the same time. According to the amount of decrease of W n the specific number of burned chips can be judged. If W n = 0, then there may be a phenomenon of optical fiber burnout.
[0033] In the embodiment of the present application, the communication module 13 can be a WIFI module, an NB-IoT module, an Ethernet module, a cellular mobile communication module, etc.
[0034] The embodiment of the present application also provides a laser, including the laser warning system provided by the embodiment of the present application.
[0035] In this application, since the laser warning system includes a pressure detection module, a temperature sensor, a flowmeter, an optical power detection module, and a communication module, the communication module is used to send the pressure drop data, the temperature data of the pump source, the flow rate data of the cooling medium, and the output optical power intensity of the laser to the cloud server, so that the cloud server can analyze the data change trend of the laser based on the pressure drop data, the temperature data of the pump source, the flow rate data of the cooling medium, and the output optical power intensity of the laser, and predict whether the laser will malfunction. Therefore, it is beneficial to predict the life of each laser in advance intelligently, predict the components that will be damaged in advance, reduce the failure rate of the laser, reduce the damaged components of the laser, reduce the replacement frequency, reduce resource waste, increase the service life of the laser, greatly reduce the scale cost of after-sales personnel, and improve customer satisfaction.
[0036] The above are only the preferred embodiments of the present application and are not intended to limit the present application. Any modifications, equivalent replacements, and improvements made within the spirit and principle of the present application shall be included in the protection scope of the present application.
Claims
1. A laser warning system, characterized in that: It includes a processor and a pressure detection module, a communication module and a storage module respectively connected to the processor, wherein: The pressure detection module is used to collect pressure data of the pipeline inlet and outlet of the cooling plate in the laser; The processor is used to calculate the pressure drop data between the inlet and the outlet according to the pressure data; The storage module is used to store the voltage drop data each time the device is turned on and used; The communication module is used to send the voltage drop data to the cloud server, so that the cloud server analyzes the voltage drop data change trend of the laser according to the voltage drop data, predicts whether the laser will fail, and issues an early warning if a failure will occur.
2. The laser warning system according to claim 1, characterized in that: The pressure detection module includes a first pressure sensor and a second pressure sensor; The first pressure sensor is installed at the inlet of the pipeline of the cooling plate in the laser, and is used to obtain the pressure of the inlet; The second pressure sensor is installed at the outlet of the pipeline of the cooling plate in the laser, and is used to obtain the pressure of the outlet; The pressure drop data is obtained by subtracting the pressure at the pipeline outlet from the pressure at the pipeline inlet.
3. The laser warning system according to claim 1, characterized in that: The laser warning system also includes a temperature sensor connected to the processor for acquiring temperature data of a pump source in the laser; The storage module is also used to store the temperature data of the pump source obtained each time the pump is turned on and used; The communication module is also used to send the temperature data of the pump source to the cloud server, so that the cloud server can analyze the change trend of the pump source temperature data of the laser according to the acquired pump source temperature data, predict whether the laser will fail, and issue an early warning if a failure will occur.
4. The laser warning system according to claim 1, characterized in that: The laser warning system also includes a flow meter connected to the processor; The flow meter is installed in the pipeline of the cooling plate in the laser and is used to obtain the flow data of the cooling medium in the pipeline; The storage module is also used to store the flow data of the cooling medium obtained each time the machine is turned on and used; The communication module is also used to send the flow data of the cooling medium to the cloud server, so that the cloud The end server analyzes the flow data change trend of the cooling medium of the laser according to the acquired flow data of the cooling medium, predicts whether the laser will fail, and issues an early warning if a failure will occur.
5. The laser warning system according to claim 1, characterized in that: The laser warning system also includes an optical power detection module connected to the processor for obtaining the output optical power intensity of the laser; The storage module is also used to store the output optical power intensity obtained each time the device is turned on and used; The communication module is also used to send the output optical power intensity to the cloud server so that the cloud The server analyzes the output optical power intensity variation trend of the laser based on the acquired output optical power intensity, predicts whether the laser will fail, and issues an early warning if a failure will occur.
6. The laser warning system according to any one of claims 1 to 5, characterized in that: The laser warning system also includes a display module connected to the processor.
7. The laser warning system according to claim 1, characterized in that: The cloud server analyzes the voltage drop data change trend of the laser according to the voltage drop data, predicts whether the laser will fail, and issues an early warning if a failure will occur, specifically including: When multiple P n >P n-1 When P is on, it means that there are impurities in the water cooling system, the water channel is blocked, and it is getting worse. It is necessary to remind the user to clean the water channel or ask after-sales personnel to come to clean it. n Indicates the nth voltage drop data, P n-1 Indicates the n-1th pressure drop data.
8. The laser warning system according to claim 3, characterized in that: The cloud server analyzes the change trend of the laser pump source temperature data according to the acquired pump source temperature data, predicts whether the laser will fail, and issues an early warning if a failure will occur, specifically including: Where, ΔT N is the temperature difference between the last two tests, ΔT N-1 is the temperature difference between the first two tests, if ΔT N >ΔT N-1 , the cloud server issues an early warning to alert the data center personnel that the laser needs attention. If the alarm continues, that is, ΔT N If the laser continues to rise, the cloud server will warn the after-sales personnel or the laser user that continued use will damage the laser pump source and burn the pump, and recommends that the after-sales personnel come to repair the laser. n represents the nth pump source temperature, T n-1 represents the n-1th pump source temperature, T n-2 Indicates the pump source temperature at the n-2th time.
9. The laser warning system according to claim 4, characterized in that: The cloud server analyzes the flow data change trend of the cooling medium of the laser according to the acquired flow data of the cooling medium, predicts whether the laser will fail, and issues an early warning if a failure will occur, specifically including: When Q n -Q n-1 <-A, where A is the preset value. When the subsequent flow rate is lower than the previous flow rate for many consecutive times, there may be a problem of cooling medium leakage; where Q n Indicates the nth flow data, Q n-1 Indicates the n-1th flow data.
10. The laser warning system according to claim 5, characterized in that: The cloud server analyzes the change trend of the output optical power intensity of the laser according to the acquired output optical power intensity, predicts whether the laser will fail, and issues an early warning if a failure will occur, specifically including: When the output optical power intensity W n < rated output power of the laser, indicating that the power of the laser is reduced, and the chip may be burned. n The amount of reduction determines the specific number of burned chips. If W n =0, the optical fiber may be burned out.
11. A laser, characterized in that: Comprising the laser warning system according to any one of claims 1 to 10.