CN115941453A - Machine room alarm processing method and device based on digital twin, machine room and medium - Google Patents
Machine room alarm processing method and device based on digital twin, machine room and medium Download PDFInfo
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Abstract
The invention provides a machine room alarm processing method, a device, a machine room and a medium based on a digital twin, wherein the machine room alarm processing method based on the digital twin comprises the following steps: acquiring a digital twin virtual model corresponding to the generated machine room, and constructing a digital twin machine room; performing multi-scene simulation operation on a digital twin machine room; monitoring a first state parameter of the digital twin machine room in real time; judging whether the first state parameter exceeds a corresponding first threshold range parameter; if the first state parameter is judged to be yes, the first state parameter is stored into a first historical alarm information base; if not, storing the first state parameter into a second historical alarm information base; monitoring a second state parameter in actual operation of the machine room in real time; judging whether the second state parameter exceeds a corresponding second threshold range parameter; if not, the machine room normally operates; if yes, the second state parameter is stored in an actual alarm information base, and total alarm information is sent out.
Description
Technical Field
The invention relates to the technical field of machine room control, in particular to a machine room alarm processing method and device based on a digital twin, a machine room and a medium.
Background
With the continuous development of network information technology, more and more machine rooms of various types are provided. Some machine rooms are still unattended and unattended, and lack corresponding monitoring means, so that the operation conditions of the machine rooms and equipment cannot be known in real time. When the humiture surpasses the upper/lower limit, the commercial power is interrupted, when abnormal conditions such as UPS outage appear, the administrator can not discover and handle in time, just also can not foresee effectively, take precautions against and avoid, just so need send alarm information and move under avoiding the computer lab to be in abnormal state this moment, and simultaneously, because precision equipment such as computer lab, need move under very strict operational environment, therefore, to high-accuracy computer lab, need improve the accuracy degree of the operational state operation of equipment in acquireing the computer lab, improve the early warning nature to the computer lab abnormal operation, so that in time send the alarm information of early warning nature, thereby avoid the computer lab to be in the operation under the abnormal environment.
Therefore, how to carry out more accurate alarm prediction on the actually operated machine room becomes a problem which needs to be solved urgently.
Disclosure of Invention
The invention solves the problem of how to carry out more accurate alarm prediction on the actually operated machine room.
In order to solve the above problems, the present invention provides a machine room alarm processing method based on digital twin, which comprises: acquiring a digital twin virtual model corresponding to the generator room, and constructing a digital twin machine room; performing multi-scene simulation operation on a digital twin machine room; monitoring a first state parameter of the digital twin machine room in real time, wherein the first state parameter is correspondingly provided with a first threshold range parameter; monitoring a second state parameter in actual operation of the machine room in real time, wherein the second state parameter is correspondingly provided with a second threshold range parameter; judging whether the first state parameter exceeds a first threshold range parameter and is within a second threshold range parameter; if the first state parameter is judged to be yes, the first state parameter is stored into a first historical alarm information base; if not, continuously judging whether the first state parameter is in the first threshold range parameter; if the first state parameter is judged to be yes, the first state parameter is stored into a second historical alarm information base; if not, sending the total alarm information; judging whether the second state parameter exceeds a corresponding second threshold range parameter; if not, the machine room operates normally; if the first state parameter is judged to be the first state parameter, the second state parameter is stored in an actual alarm information base, and the total alarm information is sent.
Compared with the prior art, the effect that this scheme can reach: the running state of the actual machine room is simulated in real time through the digital twin machine room, so that the first state parameter detected by the digital twin machine room is used for early warning the actually running machine room, meanwhile, the running parameter of the digital twin machine room in the abnormal environment is monitored, namely the first state parameter, and the first state parameter is compared with the actual running parameter of the actually running machine room, so that the running state of the actually running machine room can be correspondingly determined more accurately, and more accurate sending of the alarm information content is realized. And the information in the historical information alarm library is stored, so that the repeated calling of the data is realized, and the time is saved conveniently. Meanwhile, the value of the second state parameter can be monitored in real time, so that the running state of the actual machine room can be known in time through the value of the second state parameter.
In one aspect of the present invention, the first status parameter is the same as the second status parameter in type, and the first status parameter includes: voltage parameters, current parameters, output frequency parameters, and system load parameters.
Compared with the prior art, the effect that this scheme can reach: the alarm processing method based on the digital twin machine room in the technical scheme covers the comparison of various specific parameters, so that the running state of the machine room can be determined more accurately, and the alarm information can be sent more accurately.
In one technical solution of the present invention, a multi-scenario simulation operation digital twin machine room includes: the digital twin machine room runs under the high-temperature or low-temperature setting; the digital twin machine room operates under the condition of commercial power supply abnormity setting; and the digital twin machine room operates under the abnormal setting of the uninterrupted power supply.
Compared with the prior art, the effect that this scheme can reach: the machine room alarm processing method based on the digital twin in the technical scheme can be suitable for various different abnormal operation scenes of the machine room, so that the application range of the machine room alarm processing method based on the digital twin in the technical scheme is widened.
In one aspect of the present invention, the range of existence of the second threshold range parameter is greater than the range of existence of the first threshold range parameter.
Compared with the prior art, the effect that this scheme can reach: the early warning effect on the machine room in actual operation can be conveniently realized through the digital twin machine room.
In one technical solution of the present invention, storing a first state parameter in a first historical alarm information base includes: the first historical alarm information base is used for storing the state of the digital twin machine room corresponding to the first state parameter; when the machine room runs, the value of the second state parameter reaches the value of the first state parameter; and controlling to send the first alarm information to an operator.
Compared with the prior art, the effect that this scheme can reach: the operating state of the machine room can be determined more accurately, and therefore the alarm information can be sent to an operator more accurately.
In one technical solution of the present invention, storing the first state parameter in a second historical warning information base includes: the second historical alarm information base is used for storing the state of the digital twin machine room corresponding to the first state parameter; when the machine room runs, the value of the second state parameter reaches the value of the first state parameter; and controlling to send the scene parameters and the second alarm information to an operator.
Compared with the prior art, the effect that this scheme can reach: the operating state of the machine room can be determined more accurately, and therefore the alarm information can be sent to an operator more accurately.
In one technical solution of the present invention, the method for processing a machine room alarm based on a digital twin further includes: simulating the full life cycle of the digital twin machine room; acquiring full life cycle parameters of any single digital twin machine room device; presetting the full life cycle parameters in a segmented manner to obtain a plurality of stage values; storing a plurality of phase values into an actual alarm information base; and when the operation of the equipment in the machine room reaches the stage value, controlling to send out third alarm information.
Compared with the prior art, the effect that this scheme can reach: the multiple stage values represent the service life of the digital twin machine room equipment to which stage, operators can be informed of the service life stage of the digital twin machine room equipment, the operation time can be continued, and when the actually-operated machine room equipment reaches the stage value corresponding to the digital twin machine room, the operators can be informed through the sending of the third alarm information, so that the abrasion of the actually-operated machine room equipment can be responded.
In one aspect of the present invention, there is provided a control device for controlling a machine room alarm processing method based on a digital twin according to any one of the above aspects, the control device including: the detection module is used for detecting and acquiring state parameters of the digital twin machine room; the judging module is used for judging the running state of the digital twin machine room according to the running parameters; and the control module is used for controlling the system to send out alarm information.
Compared with the prior art, the effect that this scheme can reach: the control device in the technical scheme can realize the steps of the digital twin-based machine room alarm processing method in any technical scheme, so that the method has the beneficial effects of any technical scheme, and is not repeated herein.
In one aspect of the present invention, there is provided a machine room, including: the system comprises a processor, a memory and a program or an instruction which is stored on the memory and can be run on the processor, wherein when the program or the instruction is executed by the processor, the steps of the digital twin-based machine room alarm processing method based on any one of the technical schemes are realized.
Compared with the prior art, the effect that this scheme can reach: the machine room in the technical scheme can execute the steps of the digital twin-based machine room alarm processing method in any technical scheme, so that the machine room in the technical scheme can realize the scheme of any technical scheme, and the machine room in the technical scheme has the beneficial effects of any technical scheme, and is not repeated herein.
In an aspect of the present invention, a readable storage medium is provided, on which a program or an instruction is stored, and the program or the instruction when executed by a processor implements the steps of the method for processing an alarm in a machine room based on a digital twin according to any one of the above aspects.
Compared with the prior art, the effect that this scheme can reach: the readable storage medium is used for realizing the steps of the machine room alarm processing method based on the digital twin according to any technical scheme of the invention, so that the readable storage medium has all the beneficial effects of the method according to any technical scheme of the invention, and the steps are not described again.
Drawings
FIG. 1 is a flow chart of steps of a digital twin-based room alarm processing method in some embodiments;
FIG. 2 is a schematic diagram of the control device;
FIG. 3 is a schematic diagram of a machine room;
description of reference numerals:
100. a control device; 101. a detection module; 102. a judgment module; 103. a control module; 2. a machine room; 201. a processor; 202. a memory.
Detailed description of the preferred embodiments
In order to make the aforementioned objects, features and advantages of the present invention comprehensible, specific embodiments thereof are described in detail.
Examples
Referring to fig. 1 to 3, the present embodiment provides a machine room alarm processing method based on a digital twin, including: s10, acquiring a digital twin virtual model corresponding to the generator room, and constructing a digital twin machine room; s20, operating a digital twin machine room in a multi-scene simulation mode; step S30, monitoring a first state parameter of the digital twin machine room in real time, wherein the first state parameter is correspondingly provided with a first threshold range parameter; step S40, monitoring a second state parameter in actual operation of the machine room in real time, wherein the second state parameter is correspondingly provided with a second threshold range parameter; step S301, judging whether the first state parameter exceeds a first threshold range parameter and is within a second threshold range parameter; if the step S302 is judged to be yes, the first state parameter is stored into a first historical alarm information base; if not, the step S303 continues to determine whether the first state parameter is within the first threshold range parameter; if the judgment result is yes, the step S304 stores the first state parameter into a second historical alarm information base; if not, the step S305 sends the total alarm information; step S401, judging whether the second state parameter exceeds a corresponding second threshold range parameter; if not, the machine room normally runs; if yes, step S402 stores the second state parameter into the actual alarm information base and sends the total alarm information.
It should be noted that the first state parameter and the second state parameter are the same in kind, and the state parameter represents the operation state of the machine room, where the first state parameter includes: voltage parameters, current parameters, output frequency parameters, and system load parameters.
Specifically, the voltage parameters may include input direction voltage, output direction voltage, bypass phase voltage, and battery voltage, the current parameters may include input direction current, output direction current, bypass phase current, and battery current, and the first state parameter may further specifically include: battery health parameters, battery backup time parameters, and the like.
In particular, the created digital twin room is exactly the same thing as the room actually exists, and the digital twin room is a highly complex virtual model, and the digital twin room is equipped with a number of relevant sensors regarding important functional aspects, which sensors produce data regarding aspects of physical object performance, such as energy output, temperature and weather conditions, etc. These data are then forwarded to a processing system and applied to a digital copy. Once such data is obtained, the virtual model can be used to run simulations, study performance issues and generate possible improvements; all this is to obtain valuable insights which are then re-applied to the original physical object. The setting of a plurality of sensors that correspond, each numerical value that corresponds with real-time detection acquires above-mentioned first state parameter, play the effect of transmission data simultaneously, be convenient for operating personnel acquires the analysis to first state parameter, and the same reason, the computer lab of actually moving is equipped with corresponding relevant sensor equally, thereby real-time detection acquires each numerical value that corresponds of above-mentioned second state parameter, play the effect of transmission second state parameter simultaneously, so that operating personnel acquires the analysis to second state parameter simultaneously, in order to be convenient for operating personnel in time to make the reaction action to the computer lab of actually moving.
Meanwhile, the multi-scene simulation operation digital twin machine room comprises: the digital twin machine room runs under the high-temperature or low-temperature setting; the digital twin machine room operates under the condition of commercial power supply abnormity setting; and the digital twin machine room operates under the abnormal setting of the uninterrupted power supply.
The digital twin machine room is a virtual model with high complexity, and the digital twin machine room is completely the same as the machine room which actually runs, so that the digital twin machine room has particularity, the digital twin machine room can be conveniently simulated to run under various abnormal conditions, and the second state parameters of the machine room which actually runs can not be actually influenced. Therefore, an operator can simulate what kind of change will occur to the first state parameter of the digital twin machine room under each abnormal environment through the digital twin machine room, and when the machine rooms which actually run are in the same environment, the numerical value of the first state parameter obtained by simulation of the digital twin machine room can correspond to the numerical value of the second state parameter.
Therefore, the digital twin machine room can operate in different abnormal condition scenes, namely the default digital twin machine room only operates in a scene with certain abnormal conditions, for example, the digital twin machine room operates under the high-temperature or low-temperature setting; the digital twin machine room operates under the condition of abnormal commercial power supply setting; and the digital twin machine room operates under the abnormal setting of the uninterrupted power supply. Therefore, in the operation process of the digital twin machine room, the numerical value of the first parameter corresponding to the digital twin machine room is monitored in real time through the sensor, it should be noted that the first threshold range parameter is a preset value generated by the corresponding digital twin machine room, and can be set by an operator according to different operation environments, and the first threshold range parameter correspondingly comprises: the method comprises the steps of inputting an inward voltage threshold parameter, outputting an inward voltage threshold parameter, a bypass phase voltage threshold parameter and a battery voltage threshold parameter, wherein the inward current threshold parameter, the output current threshold parameter, the bypass phase current threshold parameter and the battery current threshold parameter, the battery health threshold parameter and the battery backup time threshold parameter correspond to a first state parameter one by one, and it should be noted that the first threshold range parameter is a pre-tightening range parameter.
For example, the first threshold range parameter is 4 to 5, the second threshold range parameter is 3 to 6, the value of the first state parameter measured by the digital twin machine room in a certain higher temperature environment is 4.2, the 4.2 is recorded into the second historical alarm information base, when the value of the parameter measured by the machine room actually running in reality, namely the value of the second state parameter is 4.2, the value of the 4.2 recorded into the second historical alarm information base is laterally and correspondingly recorded, so that the machine room actually running in reality can be accurately known to be in a certain higher temperature environment at the moment, more accurate environmental temperature and monitoring including various environmental abnormalities of the machine room actually running in reality can be realized, the small change of the running environment of the machine room actually running can be accurately known, the monitoring precision of the machine room actually running is improved, and an operator can accurately know and respond conveniently.
Further, the storing the first state parameter into the second historical warning information base includes: the second historical alarm information base is used for storing the state of the digital twin machine room corresponding to the first state parameter; when the machine room runs, the value of the second state parameter reaches the value of the first state parameter; and controlling to send the scene parameters and the second alarm information to an operator. The data in the second historical alarm information base is called and compared with the current value of the second state parameter, so that the second state parameter corresponding to the actually operated machine room reaches the value corresponding to the first state parameter, the value corresponding to the first state parameter is the value stored in the second historical alarm information base, the first state parameter correspondingly records the scene in which the digital twin machine room operates, for example, the value obtained by operating the digital twin machine room in a certain high-temperature environment corresponds to the first state parameter, so that the actually operated machine room is operated in an abnormal environment at the moment, but the actually expressed parameters of the machine room are still in a normal range at the moment, the system sends the scene state to inform an operator, for example, the operator is informed that the machine room operates in the certain high-temperature state at the moment, and simultaneously the second alarm information can be sent to the operator through or a short message, and the second alarm information is alarm information of an early warning type.
Further, when the value of the first state parameter exceeds the existence range defined by the first threshold range parameter, it indicates that the digital twin machine room is in an abnormal operation state at this time, it should be noted that the range exceeded by the first state parameter is still borderline, for example, the existence range defined by the first threshold range parameter is 4 to 5, the existence range defined by the second threshold range parameter is 3 to 6, the lower boundary line used for early warning of the first threshold range parameter is 3 to 4, the upper boundary line used for early warning of the first threshold range parameter is 5 to 6, that is, when the value of the first state parameter falls within the range of 3 to 4 or 5 to 6, the first state parameter is stored in the first historical warning information base, and if the value of the first state parameter exceeds the existence range defined by the second threshold range, the first state parameter is stored in the actual warning information base at this time.
Specifically, for example, the value of the first status parameter is 5.5, the first status parameter exceeds the first threshold range parameter, and the first status parameter falls within the upper bound: 5 to 6, thus indicating that the digital twin machine room is in an abnormal operation state at this time, when the parameter value of the machine room actually operating reaches 5.5, only indicating that the machine room actually operating is still in a normal operation state at this time, but there is a trend of transition to the abnormal operation state, and similarly, if the value of the first state parameter at this time is 3.5, the first state parameter at this time exceeds the first threshold range parameter, and the first state parameter falls into the lower boundary line: 3 to 4, which indicates that the digital twin machine room is in an abnormal operation state at the time, and when the parameter value of the machine room actually operating reaches 3.5, only the machine room actually operating at the time can be indicated to be in a normal operation state, but there is a trend toward the abnormal operation state transition, so that the first state parameter is recorded into the first history alarm information base at the time, and therefore the machine room alarm processing method in the embodiment can make relative early alarms aiming at parameter values in different ranges, enlarge the early alarm range, and improve the early alarm accuracy.
Specifically, storing the first state parameter into a first historical alarm information base includes: the first historical alarm information base is used for storing the state of the digital twin machine room corresponding to the first state parameter; when the machine room runs, the value of the second state parameter reaches the value of the first state parameter; and controlling to send first alarm information to an operator, wherein it needs to be described that when the value of the second state parameter reaches the value of the first state parameter, correspondingly, because a certain deviation is set between the first threshold range parameter and the second threshold range parameter, the actually operated machine room is not in an abnormal operation state yet, but the actually operated machine room is indicated to be about to enter an abnormal operation state at the moment, and the actually operated machine room is in a relatively urgent operation state at the moment, and at the moment, the system sends the first alarm information to the operator, preferably through telephone notification, so that the real-time performance is ensured, and the operator can timely handle the abnormal environment. The first warning message is also a kind of warning message.
Furthermore, it should be noted that the first historical warning information base and the second historical warning information base are both warning information bases, and parameters stored in the first historical warning information base and the second historical warning information base are used for informing an operator of an abnormal operation condition to be faced by an actually operated machine room in advance, so that a warning effect is achieved, the operation state of the actual machine room is determined more accurately, and accurate warning information sending and informing are achieved.
Wherein the second threshold range parameter is present over a range greater than the range of the first threshold range parameter.
The actual alarm information base is used for real-time alarm, that is, when the second state parameter exceeds the second threshold range parameter, the machine room actually running at the time is in an abnormal state, so that the system sends total alarm information to an operator at the time, and the total alarm information is emergency alarm information and is preferably notified in a real-time manner such as a telephone.
Further, the machine room alarm processing method based on the digital twin further comprises the following steps: simulating the full life cycle of the digital twin machine room; acquiring full life cycle parameters of any single digital twin machine room device; presetting the full life cycle parameters in a segmented manner to obtain a plurality of stage values; storing a plurality of phase values into an actual alarm information base; and when the operation of the equipment in the machine room reaches the stage value, controlling to send out third alarm information.
It should be noted that, because the arrangement modes of the machine room devices in the machine room are different, the machine room devices in different areas are affected by different high temperatures or low temperatures, so that the full life cycles of different hosts are different, the full life cycle parameters of the digital twin machine room devices are obtained, the multiple stage values represent the stage to which the operation life of the digital twin machine room devices is, the operator can be informed of which life stage the digital twin machine room devices are located, and how much remaining time can be continuously operated, and when the actually-operated machine room devices reach the stage value corresponding to the digital twin machine room, the operator can be informed through the sending of the third warning information, so that the abrasion of the actually-operated machine room devices can be responded. The third alarm information is a notification type information.
Further, the present embodiment provides a control device 100, the control device 100 is used for controlling the alarm processing method based on the digital twin machine room 2 as in any one of the above embodiments, the control device 100 includes: the detection module 101, the detection module 101 is used for detecting and acquiring the state parameters of the digital twin machine room 2; the judging module 102, wherein the judging module 102 is used for judging the operation state of the digital twin machine room 2 according to the operation parameters; and the control module 103, wherein the control module 103 is used for controlling the system to send out alarm information.
Further, the present embodiment provides a machine room 2, and the machine room 2 includes: the processor 201, the memory 202 and a program or instructions stored on the memory 202 and executable on the processor 201, the program or instructions when executed by the processor 201, implement the steps of the digital twin based room 2 alert processing method according to any of the above embodiments.
Further, the present embodiment provides a readable storage medium, on which a program or instructions are stored, which when executed by a processor implement the steps of the digital twin-based machine room alarm processing method according to any one of the above embodiments.
The readable storage medium may be any combination of one or more readable media, which may be a readable signal medium or a readable storage medium, and may include, for example and without limitation, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination thereof. More specific examples of the readable storage medium include: an electrical connection having one or more wires, a portable diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory, an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
Although the present invention is disclosed above, the present invention is not limited thereto. Various changes and modifications may be effected therein by one skilled in the art without departing from the spirit and scope of the invention as defined in the appended claims.
Claims (10)
1. A machine room alarm processing method based on digital twin is characterized by comprising the following steps:
acquiring a digital twin virtual model corresponding to the machine room, and constructing a digital twin machine room;
performing multi-scene simulation operation on the digital twin machine room;
monitoring a first state parameter of the digital twin machine room in real time, wherein the first state parameter is correspondingly provided with a first threshold range parameter;
monitoring a second state parameter in actual operation of the machine room in real time, wherein the second state parameter is correspondingly provided with a second threshold range parameter;
judging whether the first state parameter exceeds the first threshold range parameter and is within the second threshold range parameter;
if the first state parameter is judged to be yes, storing the first state parameter into a first historical alarm information base;
if not, continuously judging whether the first state parameter is in a first threshold range parameter;
if the first state parameter is judged to be yes, the first state parameter is stored into a second historical alarm information base;
if not, sending total alarm information;
judging whether the second state parameter exceeds the corresponding second threshold range parameter or not;
if not, the machine room normally operates;
if the first state parameter is judged to be the first state parameter, the second state parameter is stored in an actual alarm information base, and total alarm information is sent.
2. The digital twin-based machine room alarm processing method according to claim 1, wherein the first status parameter is the same kind as the second status parameter, and the first status parameter comprises:
voltage parameters, current parameters, output frequency parameters, and system load parameters.
3. The method for processing the alarm of the machine room based on the digital twin as claimed in claim 1, wherein the multi-scenario simulation running the digital twin machine room comprises:
the digital twin machine room runs under high-temperature or low-temperature setting;
the digital twin machine room operates under the condition of abnormal commercial power supply setting;
and the digital twin machine room operates under the abnormal setting of the uninterrupted power supply.
4. The machine room alarm processing method based on the digital twin as set forth in claim 1,
the second threshold range parameter is greater in range of presence than the first threshold range parameter.
5. The alarm processing method for the computer room based on the digital twin as claimed in claim 4, wherein the storing the first state parameter into a first historical alarm information base includes:
the first historical alarm information base is used for storing the state of the digital twin machine room corresponding to the first state parameter;
when the value of the second state parameter reaches the value of the first state parameter in the running process of the machine room;
and controlling to send the first alarm information to an operator.
6. The method for processing the alarm of the machine room based on the digital twin as claimed in claim 4, wherein the storing the first state parameter into a second historical alarm information base comprises:
the second historical alarm information base is used for storing the state of the digital twin machine room corresponding to the first state parameter;
when the value of the second state parameter reaches the value of the first state parameter in the running process of the machine room;
and controlling to send the scene parameters and the second alarm information to an operator.
7. The digital twin-based machine room alarm processing method according to any one of claims 1-6, further comprising:
simulating and operating the full life cycle of the digital twin machine room;
acquiring full life cycle parameters of any single digital twin machine room device;
presetting the full life cycle parameters in a segmented manner to obtain a plurality of stage values;
storing a plurality of the phase values into the actual alarm information base;
and when the operation of the equipment in the machine room reaches the stage value, controlling to send out third alarm information.
8. A control apparatus for controlling the digital twin-based machine room alarm processing method according to any one of claims 1 to 7, the control apparatus comprising:
the detection module is used for detecting and acquiring state parameters of the digital twin machine room;
the judging module is used for judging the running state of the digital twin machine room according to the running parameters;
and the control module is used for controlling the system to send out alarm information.
9. A machine room, characterized in that the machine room comprises:
a processor, a memory and a program or instructions stored on the memory and executable on the processor, which when executed by the processor, implement the steps of the digital twin based room alert processing method according to any of the claims 1 to 7.
10. A readable storage medium, characterized in that the readable storage medium stores thereon a program or instructions which, when executed by a processor, implement the steps of the digital twin-based machine room alarm processing method according to any one of claims 1 to 7.
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN116094178A (en) * | 2023-04-11 | 2023-05-09 | 浙江德塔森特数据技术有限公司 | Fault early warning control method and device for precise train head cabinet, machine room and medium |
| CN117150580A (en) * | 2023-08-15 | 2023-12-01 | 速度科技股份有限公司 | Data storage hardware safety protection system of intelligent database |
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| CN117150580B (en) * | 2023-08-15 | 2024-04-02 | 速度科技股份有限公司 | Data storage hardware safety protection system of intelligent database |
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