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CN-122027660-A - Edge processing system and method based on real-time data acquisition

CN122027660ACN 122027660 ACN122027660 ACN 122027660ACN-122027660-A

Abstract

The invention discloses an edge processing system and method based on real-time data acquisition, and relates to the technical field of edge processing. The dynamic disturbance rejection index of each environmental protection device in the management of the park in each disturbance time period is evaluated, the limitation of traditional static detection is broken through, the problem of the running state of the reduction device in different disturbance scenes is solved, the environment protection exceeding standard caused by sudden faults of the device when the disturbance occurs is avoided, whether the device is qualified or not is judged, the fault sensitivity index of each unqualified environmental protection device in the management of the park in each disturbance time period is evaluated, the edge is analyzed, the environment protection grade is fused and adjusted, the resource waste on the qualified device is avoided, the problem of the fluctuation of the fault risk of the capture unqualified device in different disturbance time periods is solved, the environment protection accident caused by information lag is avoided, the environment protection accident rate is reduced, and the stable running of the device is improved.

Inventors

  • YAN XIN

Assignees

  • 南京数智双岸信息科技有限公司

Dates

Publication Date
20260512
Application Date
20260320

Claims (10)

  1. 1. An edge processing system based on real-time data acquisition, comprising: The dynamic simulation analysis module is used for detecting high-frequency pulse and low-frequency pulse interference simulation data of each environmental protection device operated in the park management to obtain pulse interference simulation data, and further evaluating the dynamic anti-interference index of each environmental protection device in the park management in each interference time period; The fault sensitivity analysis module is used for judging whether the equipment is qualified or not based on the obtained dynamic disturbance rejection index of each environment-friendly equipment in the park management in each disturbance time period, screening each unqualified environment-friendly equipment if the equipment is unqualified, collecting edge end data of each unqualified environment-friendly equipment, and evaluating the fault sensitivity index of each unqualified environment-friendly equipment in the park management in each disturbance time period; and the edge fusion adjusting module is used for analyzing the edge fusion environmental protection grade and making adjustment based on the obtained fault sensitivity index of each unqualified environmental protection device in the park management in each interference time period.
  2. 2. The edge processing system based on real-time data acquisition according to claim 1, wherein the pulse interference simulation data specifically comprises a self-characteristic interference source data set, equipment response state data and an environment and time correlation parameter set; the self-characteristic interference source data set comprises the maximum voltage, the maximum current value, the pulse duration and the pulse repetition frequency of pulse signals of all environment-friendly equipment in park management in all interference time periods; the equipment response state data comprise pulse measurement deviation rate, control instruction execution delay time length and port voltage distortion rate of each environmental protection equipment in park management in each interference time period; The environment and time related parameter set comprises electromagnetic radiation intensity, temperature difference and operation load rate of a core component of equipment installation positions of all environment-friendly equipment in park management in all interference time periods.
  3. 3. The edge processing system based on real-time data acquisition according to claim 1, wherein the evaluation park management system evaluates the dynamic immunity index of each environmental protection device in each interference time period, and the specific analysis method is as follows: Analyzing self-characteristic influence values of all environment-friendly devices in park management in all interference time periods based on the obtained self-characteristic interference source data set, the device response state parameter set and the environment and time association parameter set Device response impact value And environmental impact value Further, the dynamic immunity index of each environmental protection device in park management in each interference time period is evaluated, and a specific calculation formula is as follows: , wherein, Indicated as the number of each environmental protection device, , Expressed as the number of environmental protection devices, Indicated as the number of each time period, , Expressed as the number of time periods.
  4. 4. The edge processing system based on real-time data collection according to claim 3, wherein the characteristic influence value of each environmental protection device in the campus management in each interference time period is as follows: Based on the obtained maximum voltage, maximum current value, pulse duration and pulse repetition frequency of pulse signals of all environmental protection devices in the park management in all interference time periods, carrying out ratio processing on the maximum voltage and the maximum current value to obtain pulse signal amplitude values of all environmental protection devices in the park management in all interference time periods, comparing the pulse signal amplitude values with pulse signal amplitude coincidence intervals, pulse duration coincidence intervals and pulse repetition frequency coincidence intervals in a database, and if the pulse signal amplitude of a certain environmental protection device in the park management in a certain interference time period is in the pulse signal amplitude coincidence intervals, the pulse duration is in the pulse duration coincidence intervals and the pulse repetition frequency is in the pulse repetition frequency coincidence intervals, marking the self characteristic influence value of the environmental protection device in the park management in the interference time period as 1, otherwise marking the self characteristic influence value of all environmental protection devices in the park management in all interference time periods as-1, and further obtaining the self characteristic influence value of all environmental protection devices in the park management in all interference time periods , wherein, The values of (1) include 1 and-1.
  5. 5. The edge processing system based on real-time data collection according to claim 3, wherein the specific analysis method is as follows: Based on the obtained pulse measurement deviation rate, control instruction execution delay time length and port voltage distortion rate of each environmental protection device in the park management in each interference time period, the pulse measurement deviation rate coincidence interval, control instruction execution delay time length coincidence interval and port voltage distortion rate coincidence interval of the environmental protection devices in the park management are extracted from a database, and the device response influence values of each environmental protection device in the park management in each interference time period are estimated, wherein the specific calculation formula is as follows: , represented as the first in campus management The environment-friendly equipment is at the first The first interference time period The individual devices respond to the status data and, Item represented as environmental protection equipment in campus management The individual devices respond to the status data conforming to the interval, 。
  6. 6. The edge processing system based on real-time data collection according to claim 3, wherein the environmental impact value of each environmental protection device in the campus management in each interference period is specifically analyzed as follows: Based on the obtained electromagnetic radiation intensity, temperature difference and operation load rate of the core component of each environmental protection device in the park management at the device installation position of each interference time period, the electromagnetic radiation intensity, temperature difference and operation load rate of the core component of each environmental protection device in the park management at the device installation position of each interference time period are recorded as 1, otherwise recorded as-1, and then the environment influence value of each environmental protection device in the park management at each interference time period is obtained by comparing the electromagnetic radiation intensity, the temperature difference coincidence zone and the operation load rate coincidence zone of the core component of each environmental protection device in the park management at the device installation position of each interference time period , wherein, The values of (1) include 1 and-1.
  7. 7. The edge processing system based on real-time data acquisition according to claim 1, wherein the determining device is qualified, and the specific analysis method is as follows: And comparing the dynamic immunity index of each environmental protection device in the park management in each interference time period with a dynamic immunity coincidence index threshold value stored in a database based on the obtained dynamic immunity index of each environmental protection device in the park management in each interference time period, if the dynamic immunity index of a certain environmental protection device in the park management in a certain interference time period is greater than or equal to the dynamic immunity coincidence index threshold value, indicating that the environmental protection device is qualified equipment, and if the dynamic immunity index of a certain environmental protection device in the park management in a certain interference time period is less than the dynamic immunity coincidence index threshold value, indicating that the environmental protection device is unqualified equipment, further obtaining each unqualified environmental protection device, carrying out edge end calculation on each unqualified environmental protection device, and acquiring data in real time to obtain edge end data and consumable life data of each unqualified device.
  8. 8. The edge processing system based on real-time data acquisition according to claim 7, wherein the evaluation of the failure sensitivity index of each failed environmental protection device in the campus management in each interference period comprises the following specific analysis method: based on the obtained edge end data and consumable life data of each disqualified device, importing into a fault sensitive edge model, Processing to obtain fault sensitivity indexes of all unqualified environment-friendly equipment in park management in all interference time periods , Represented as consumable life data, Represented as the first in campus management The unqualified environmental protection equipment is at the first The first interference time period The characteristic value of the data at the edge, 、 Respectively the first defined in the database The left and right end values of the offset safety interval of the edge data, 、 Respectively as defined in the database The edge data corresponds to a unit increment of the fault risk factor and a unit decrement of the fault risk factor, For the numbering of the edge-side data, , Is any integer greater than 2, Indicated as the number of each reject bin, , Expressed as the number of reject eco-friendly devices.
  9. 9. The edge processing system based on real-time data collection according to claim 8, wherein the analyzing edge fuses the environmental protection level and makes an adjustment, and the specific analyzing method is as follows: Based on the obtained fault sensitivity indexes of the unqualified environmental protection devices in the park management in each interference time period, comparing the fault sensitivity indexes of the unqualified environmental protection devices in the park management in each interference time period with the fault sensitivity reference indexes of the unqualified environmental protection devices in the park management in the interference time period stored in a database, if the fault sensitivity index of a certain unqualified environmental protection device in the park management in a certain interference time period is smaller than the fault sensitivity reference index, marking the edge fusion environmental protection grade as a first stage, and if the fault sensitivity index of a certain unqualified environmental protection device in the park management in a certain interference time period is larger than or equal to the fault sensitivity reference index, marking the edge fusion environmental protection grade as a second stage; when the edge fusion environmental protection level is first-level, adjusting the special inspection frequency of the equipment to the special inspection frequency corresponding to the first-level edge fusion environmental protection level, mainly monitoring the core component, detecting without disassembly, and matching and setting a buffer period threshold based on consumable life data acquired in real time by edge calculation; when the edge fusion environmental protection level is two-level, the special inspection frequency of the equipment is adjusted to the special inspection frequency corresponding to the two-level edge fusion environmental protection level, the equipment temperature is checked in a key way, and early warning prompt is triggered immediately.
  10. 10. A method for performing the real-time data acquisition based edge processing system of any of claims 1-9, comprising: Step one, dynamic simulation analysis, namely detecting high-frequency pulse and low-frequency pulse interference simulation data of all environmental protection equipment operated in park management to obtain pulse interference simulation data, and further evaluating the dynamic anti-interference index of all environmental protection equipment in park management in all interference time periods; Judging whether the equipment is qualified or not based on the obtained dynamic disturbance rejection index of each environment-friendly equipment in the park management in each disturbance time period, screening each unqualified environment-friendly equipment if the equipment is unqualified, collecting edge end data of each unqualified environment-friendly equipment, and evaluating the fault sensitivity index of each unqualified environment-friendly equipment in the park management in each disturbance time period; and thirdly, edge fusion adjustment, namely analyzing the edge fusion environmental protection grade and making adjustment based on the obtained fault sensitivity index of each unqualified environmental protection device in park management in each interference time period.

Description

Edge processing system and method based on real-time data acquisition Technical Field The invention relates to the technical field of edge processing, in particular to an edge processing system and method based on real-time data acquisition. Background With the rapid development of the internet of things, the industrial internet and smart scenes, such as a smart park, the scale, frequency and real-time requirements of data acquisition are exponentially increased, and from the perspective of data transmission and real-time performance, the traditional cloud processing mode faces a significant delay bottleneck, and in the scenes of monitoring environmental protection equipment in the smart park, controlling equipment in an industrial production line, sensing the automatic driving environment and the like, the effectiveness of decision making and response is directly determined by the delay of data processing, for example, the fault sensitivity index of the environmental protection equipment in the smart park needs to be analyzed in real time to avoid exceeding the standard of pollutants, so that the analysis of the edge processing system and method based on real-time data acquisition is necessary. The invention patent application publication number CN120145160B discloses an intelligent park real-time data acquisition processing method and system based on edge calculation, which relate to the technical field of data acquisition and are used for improving the problem of different display effects caused by the fact that park images at different positions are processed uniformly. In the prior art, the edge processing system and the method based on real-time data acquisition can meet basic requirements, but have potential defects and challenges, and are particularly characterized in that firstly, the prior art lacks evaluation of dynamic disturbance rejection indexes of various environment-friendly devices in park management in various disturbance time periods, so that the limitation of traditional static detection is improved, the problem of operating states of reduction devices in different disturbance scenes is influenced, and the problem of environmental protection exceeding standards caused by sudden faults of the devices when disturbance occurs is improved. In the prior art, whether the judging equipment is qualified or not is not paid attention to enough, and then screening of unqualified environmental protection equipment is affected, evaluation of fault sensitivity indexes of unqualified environmental protection equipment in park management in interference time periods is affected, resource waste on qualified equipment is improved, environmental protection accident occurrence caused by information lag is affected, environmental protection accident occurrence rate is improved, stable operation of the equipment is reduced, and operation and maintenance cost and energy consumption are improved. Disclosure of Invention The invention aims to provide an edge processing system and method based on real-time data acquisition, which solve the problems in the background technology. In order to solve the technical problems, the invention adopts the following technical scheme that the invention provides an edge processing system and method based on real-time data acquisition, and the edge processing system comprises a dynamic simulation analysis module, a fault sensitivity analysis module and an edge fusion adjustment module. And the dynamic simulation analysis module is used for detecting high-frequency pulse and low-frequency pulse interference simulation data of all the environmental protection equipment operated in the park management to obtain pulse interference simulation data, and further evaluating the dynamic anti-interference index of all the environmental protection equipment in the park management in all the interference time periods. And the fault sensitivity analysis module is used for judging whether the equipment is qualified or not based on the obtained dynamic disturbance rejection index of each environment-friendly equipment in the park management in each disturbance time period, screening each unqualified environment-friendly equipment if the equipment is unqualified, collecting edge data of each unqualified environment-friendly equipment, and evaluating the fault sensitivity index of each unqualified environment-friendly equipment in the park management in each disturbance time period. And the edge fusion adjusting module is used for analyzing the edge fusion environmental protection grade and making adjustment based on the obtained fault sensitivity index of each unqualified environmental protection device in the park management in each interference time period. Further, the impulse interference simulation data specifically comprises a self-characteristic interference source data set, equipment response state data and an environment and time association parameter set. The self-characteristic dist