CN113627018A - Heterogeneous spacecraft information data self-adaptive management method based on standardized design - Google Patents

Heterogeneous spacecraft information data self-adaptive management method based on standardized design Download PDF

Info

Publication number
CN113627018A
CN113627018A CN202110920675.8A CN202110920675A CN113627018A CN 113627018 A CN113627018 A CN 113627018A CN 202110920675 A CN202110920675 A CN 202110920675A CN 113627018 A CN113627018 A CN 113627018A
Authority
CN
China
Prior art keywords
spacecraft
heterogeneous
information data
data
standardized
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN202110920675.8A
Other languages
Chinese (zh)
Other versions
CN113627018B (en
Inventor
洪霞
陆新颖
杨琼
余志洋
戴永珊
沈冠浩
李绍前
刘迎春
沈苑
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shanghai Engineering Center for Microsatellites
Innovation Academy for Microsatellites of CAS
Original Assignee
Shanghai Engineering Center for Microsatellites
Innovation Academy for Microsatellites of CAS
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shanghai Engineering Center for Microsatellites, Innovation Academy for Microsatellites of CAS filed Critical Shanghai Engineering Center for Microsatellites
Priority to CN202210630348.3A priority Critical patent/CN115048718A/en
Priority to CN202110920675.8A priority patent/CN113627018B/en
Publication of CN113627018A publication Critical patent/CN113627018A/en
Application granted granted Critical
Publication of CN113627018B publication Critical patent/CN113627018B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/10Geometric CAD
    • G06F30/15Vehicle, aircraft or watercraft design
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/20Design optimisation, verification or simulation

Abstract

The invention provides a heterogeneous spacecraft information data self-adaptive management method based on standardized design, which comprises the following steps: a multitasking standard platform configured to standardize design of mechanical, electrical and data interfaces for the payload to: when the heterogeneous spacecraft is subjected to in-orbit software function upgrading or hardware in-orbit assembly and service requirements, after different functional modules or the same functional module are replaced, the multi-task standard platform can quickly detect a newly replaced module; and the data format standard platform is configured to enable the information data formats of the satellite platform and the payload of the heterogeneous spacecraft to adopt a standard and universal data format, and enable the satellite-borne information transmission system of the heterogeneous spacecraft to adopt a universal model so as to realize design standardization and management generalization of the heterogeneous object.

Description

Heterogeneous spacecraft information data self-adaptive management method based on standardized design
Technical Field
The invention relates to the technical field of autonomous health management of spacecrafts, in particular to a heterogeneous spacecraft information data self-adaptive management method based on standardized design.
Background
With the development of spacecraft intelligent technology and artificial intelligence and the improvement of spacecraft in-orbit energizing technology, the on-board computer greatly improves the information data processing and management capability of each subsystem of the heterogeneous spacecraft, and a good technical basis is provided for the information data adaptive intelligent management of the heterogeneous spacecraft. In addition, with the common application of the load digitization technology to the spacecraft and the proposal of the application technology of the on-orbit service of the spacecraft, the on-orbit energization of software and hardware of the spacecraft is more and more common and frequent, and the information data updating frequency of the heterogeneous spacecraft is accelerated.
The information data of the spacecraft comprises important states of all subsystems of the spacecraft, reflects the performance characteristics or the functional states of the spacecraft, and is an important basis for health diagnosis and fault prediction of the spacecraft. At present, information data analysis and judgment of a spacecraft depend on data types, threshold ranges and data processing methods of telemetering parameters, all of the contents are manually edited and updated by ground workers on special format files, when the number of the telemetering parameters is increased, the number of heterogeneous spacecrafts is increasingly huge, the functions of loads of each spacecraft are different, and the functions of the heterogeneous spacecrafts are frequently updated, the re-editing of the format files can bring huge artificial loads and potential reliability risks.
Disclosure of Invention
The invention aims to provide a heterogeneous spacecraft information data self-adaptive management method based on standardized design, so as to solve the problems of huge artificial load and potential reliability risk caused by the conventional spacecraft telemetering parameter processing.
In order to solve the technical problem, the invention provides a heterogeneous spacecraft information data self-adaptive management method based on standardized design, which comprises the following steps:
the multitasking standard platform is configured to standardize the mechanical, electronic and data interfaces of the payload to achieve the following:
when the heterogeneous spacecraft is subjected to in-orbit software function upgrading or hardware in-orbit assembly and service requirements, after different functional modules or the same functional module are replaced, the multi-task standard platform can quickly detect a newly replaced module;
the data format standard platform is configured to enable the information data formats of the satellite platform and the payload of the heterogeneous spacecraft to adopt a standard and universal data format, and enable the satellite-borne information transmission system of the heterogeneous spacecraft to adopt a universal model so as to realize design standardization and management generalization of the heterogeneous object.
Optionally, in the method for adaptively managing information data of a heterogeneous spacecraft based on a standardized design, the data format standard platform is further configured to:
information data of the heterogeneous spacecraft are standardized and classified, and the information data are divided into: analog quantity used for characterizing hardware basic health status, statistic quantity used for predicting hardware aging trend, state quantity used for rapid diagnosis and massive data used for application function generation, so as to realize the following effects:
when the heterogeneous spacecraft is energized in orbit, the self-adaptive management of the health state is automatically completed through an information data format and a processing method which are designed in a standardized way without the help of ground intervention.
Optionally, in the method for adaptively managing information data of a heterogeneous spacecraft based on a standardized design, a payload of the heterogeneous spacecraft is configured to:
on the basis of the standardized design of a mechanical interface and an electronic interface, on-track plug and play, automatic analog quantity acquisition and self-adaptive health state judgment through a standard threshold range are realized; and
the on-orbit self-adaptive operation of the satellite-borne autonomous health management software is realized based on the data interface standardized design.
Optionally, in the heterogeneous spacecraft information data adaptive management method based on the standardized design, the heterogeneous spacecraft only downloads the fault event package in the telemetry parameters and massive application data for load application generation in real time, so as to greatly reduce the waste of measurement and control resources.
Optionally, in the information data adaptive management method for the heterogeneous spacecraft based on the standardized design, the information data of the payload of the heterogeneous spacecraft is divided into an analog quantity representing a hardware health state, a digital quantity representing functional completeness, and application data for function synthesis, so that a standard and universal data format can be adopted for the information data format of the satellite platform and the payload of the heterogeneous spacecraft, and a universal model is adopted for a satellite-borne information transmission system of the heterogeneous spacecraft.
Optionally, in the method for adaptively managing information data of a heterogeneous spacecraft based on a standardized design, a standardized design is adopted for a hardware interface of a payload of the heterogeneous spacecraft, so that the following functions can be realized:
when the functions of the heterogeneous spacecraft are changed or the in-orbit maintenance and assembly is needed due to hardware faults, after a new module is quickly detected, the analog quantity data acquisition of the new module can be registered, the system level functions can be dynamically configured, and the health evaluation is carried out on the acquired analog quantity by adopting a universal data structure and a processing method; and
when the payload functions of the heterogeneous spacecraft are changed, a unified data source operation mechanism is adopted, so that the following effects can be realized:
the method for judging the health degree of the information data automatically identifies the judgment method of the health degree of the information data by realizing the standardized health evaluation of the functional flow through a unified information flow format without depending on manual assistance and ground support, wherein the judgment method of the health degree comprises trend analysis, boundary detection, mean value inspection, expected value inspection and deviation inspection, and can realize the normal operation with strong adaptability by depending on the adaptive standardized design of spacecraft software.
Optionally, in the method for adaptively managing information data of a heterogeneous spacecraft based on a standardized design, the standardized design of a hardware interface of a payload of the heterogeneous spacecraft includes:
the analog quantity of the heterogeneous spacecraft is collected through the analog quantity collecting terminal, the analog quantity collecting terminal judges the hardware health state of the heterogeneous spacecraft according to the standard analog quantity threshold range, and the judgment result is sent to the satellite-borne computer through the bus in a unified mode.
Optionally, in the heterogeneous spacecraft information data adaptive management method based on the standardized design, software functions of the payload are related to tasks of the heterogeneous spacecraft, and after the heterogeneous spacecraft is powered on orbit, information data related to the functions are subjected to adaptive judgment of the health state through a standardized data interface.
Optionally, in the method for adaptively managing information data of a heterogeneous spacecraft based on a standardized design, the standardization of information data by the heterogeneous spacecraft for adaptively managing health of the heterogeneous spacecraft includes:
carrying out standardized design on an information data structure, wherein loads with standardized interfaces adopt information data interfaces with generalized design, each load with standardized design sends an information data parameter table representing the health state of a single machine to a satellite borne computer through a bus, and the parameter table comprises 2-bit parameter number, parameter length, parameter code number, 4-bit parameter value, parameter type, statistical mode and judgment threshold, wherein the judgment threshold comprises an upper boundary and a lower boundary; wherein, the parameter code adopts a mode of uniformly arranging sub-addresses and sequence numbers; the parameter type is used for distinguishing the state quantity and the statistic quantity; the statistical mode is used for the spaceborne computer to select a basic mathematical processing method, and comprises upper and lower boundary judgment, mean value statistics, standard deviation statistics and change rate calculation; the satellite-borne computer stores information data which needs to be subjected to trend judgment according to long-term data in a memory by taking a parameter code as a retrieval mark, and calculates the change rate at regular time;
and (3) carrying out standardized design on the fault event packet, receiving the telemetering parameters sent by the load by the spaceborne computer, carrying out health judgment according to the parameter types, and writing the judgment result into a universal fault event packet, wherein the fault event packet comprises the number of 2-bit fault packets, the parameter code, the 1-bit fault type and a 4-bit time code.
Optionally, in the method for adaptively managing information data of a heterogeneous spacecraft based on a standardized design, the method for writing the fault event package into the on-board computer includes:
for the state quantity parameters: in order to save telemetry resources, the on-board computer only writes a parameter code and an abnormal time code with abnormal states into a fault event packet, and the fault type in the fault packet of the type is 1;
for the statistical quantity parameters: for the telemetering quantity of the calculated mean value, when the amplitude of the mean value jumping exceeds a threshold value, the phenomenon is added into a fault event packet, and the fault type is positioned 2;
for the telemetering amount for calculating the change rate, when the change rate of a certain time length exceeds a threshold value, the phenomenon is added into a fault event packet, and the fault type is determined to be 3;
other types of statistics may be based on actual telemetry statistics of the normalized load and so on.
The inventor of the invention discovers through research that most of the traditional spacecraft data management strategies collect information data of all subsystems through an on-board computer, the information data are downloaded to the ground through a measurement and control channel, and fault diagnosis is carried out on the ground through a special rule format file. The aerospace data management method has the following defects:
and (4) measuring and controlling the waste of channel resources. In the life cycle of the on-orbit operation of the spacecraft, a part of telemetering parameters are in a normal state for long-term display, and a part of telemetering parameters are used for assisting fault diagnosis, so that the resource of a spacecraft measurement and control channel is wasted in a normal operation state.
The human resources consumed by the updating and maintenance of the telemetry data are wasted. With the advance of spacecraft hardware interface standardization technology, a large number of spacecraft have a high possibility of rail hardware replacement and software re-energization during long-life operation. At present, the processing and maintenance of telemetering data are completed together through software and a configuration file, the telemetering processing software relies on the telemetering configuration file to judge the correctness of the data, and the file adopts a traditional manual input and maintenance mode, so that the risk of data editing errors exists while human resources are wasted.
Health management is not real-time enough. At present, most information data of spacecraft health management is downloaded to the ground for processing, and when some spacecraft visual arc sections are short, the spacecraft health management is carried out only through real-time telemetering and mass time-delay telemetering of the visual arc sections, so that the real-time performance of the spacecraft health management is insufficient.
Based on the above insights, the inventor of the present invention finds that, in order to overcome the defects of the prior art, the problem to be solved at present is mainly to provide that the heterogeneous spacecraft needs to have the capabilities of performing standardized design and autonomous interpretation management on an information data format, so as to realize integrated management of information of the heterogeneous spacecraft from system design to autonomous fault diagnosis, and achieve the purpose of improving the autonomous health management efficiency of the heterogeneous spacecraft.
In the heterogeneous spacecraft information data self-adaptive management method based on standardized design, aiming at the problems of complex source structure, complicated category, large information standardization difference among similar design objects and the like of the telemetry data of the heterogeneous spacecraft, a multi-task standard platform is adopted in the design scheme of the invention to carry out standardized design on mechanical, electronic and data interfaces of a payload, and when the heterogeneous spacecraft has on-orbit software function upgrading or hardware has on-orbit assembly and service requirements, newly replaced modules can be quickly detected after different functional modules or the same functional modules are replaced. Meanwhile, the platform and the load information data format of the heterogeneous spacecraft adopt standard and universal compatible technologies, and the spacecraft satellite-borne information transmission system adopts a universal model, so that design standardization and management generalization of replaceable, multi-feature and homogeneous heterogeneous objects are realized.
Drawings
Fig. 1 is a schematic diagram of a heterogeneous spacecraft bus architecture based on a standardized interface design in an embodiment of the present invention;
fig. 2 is a schematic diagram of data flow of information of a heterogeneous spacecraft based on a standardized interface design in an embodiment of the present invention.
Detailed Description
The invention is further elucidated with reference to the drawings in conjunction with the detailed description.
It should be noted that the components in the figures may be exaggerated and not necessarily to scale for illustrative purposes. In the figures, identical or functionally identical components are provided with the same reference symbols.
In the present invention, "disposed on …", "disposed over …" and "disposed over …" do not exclude the presence of an intermediate therebetween, unless otherwise specified. Further, "disposed on or above …" merely indicates the relative positional relationship between two components, and may also be converted to "disposed below or below …" and vice versa in certain cases, such as after reversing the product direction.
In the present invention, the embodiments are only intended to illustrate the aspects of the present invention, and should not be construed as limiting.
In the present invention, the terms "a" and "an" do not exclude the presence of a plurality of elements, unless otherwise specified.
It is further noted herein that in embodiments of the present invention, only a portion of the components or assemblies may be shown for clarity and simplicity, but those of ordinary skill in the art will appreciate that, given the teachings of the present invention, required components or assemblies may be added as needed in a particular scenario. Furthermore, features from different embodiments of the invention may be combined with each other, unless otherwise indicated. For example, a feature of the second embodiment may be substituted for a corresponding or functionally equivalent or similar feature of the first embodiment, and the resulting embodiments are likewise within the scope of the disclosure or recitation of the present application.
It is also noted herein that, within the scope of the present invention, the terms "same", "equal", and the like do not mean that the two values are absolutely equal, but allow some reasonable error, that is, the terms also encompass "substantially the same", "substantially equal". By analogy, in the present invention, the terms "perpendicular", "parallel" and the like in the directions of the tables also cover the meanings of "substantially perpendicular", "substantially parallel".
The numbering of the steps of the methods of the present invention does not limit the order of execution of the steps of the methods. Unless specifically stated, the method steps may be performed in a different order.
The following describes in detail a heterogeneous spacecraft information data adaptive management method based on standardized design according to the present invention with reference to the accompanying drawings and specific embodiments. Advantages and features of the present invention will become apparent from the following description and from the claims. It is to be noted that the drawings are in a very simplified form and are not to precise scale, which is merely for the purpose of facilitating and distinctly claiming the embodiments of the present invention.
The invention aims to provide a heterogeneous spacecraft information data self-adaptive management method based on standardized design, so as to solve the problems of huge artificial load and potential reliability risk caused by the conventional spacecraft telemetering parameter processing.
In order to achieve the purpose, the invention provides a heterogeneous spacecraft information data self-adaptive management method based on standardized design, which comprises the following steps: the multitasking standard platform is configured to standardize the mechanical, electronic and data interfaces of the payload to achieve the following: when the heterogeneous spacecraft is subjected to in-orbit software function upgrading or hardware in-orbit assembly and service requirements, after different functional modules or the same functional module are replaced, the multi-task standard platform can quickly detect a newly replaced module; the data format standard platform is configured to enable the information data formats of the satellite platform and the payload of the heterogeneous spacecraft to adopt a standard and universal data format, and enable the satellite-borne information transmission system of the heterogeneous spacecraft to adopt a universal model so as to realize design standardization and management generalization of the heterogeneous object.
Aiming at the problems of complex structure of telemetry data sources of heterogeneous spacecrafts, complicated and complicated categories, large difference of information standardization among similar design objects and the like, the design scheme of the invention adopts a multi-task standard platform to carry out standardized design on mechanical, electronic and data interfaces of a payload, and when the heterogeneous spacecrafts have on-orbit software function upgrading or hardware has on-orbit assembly and service requirements, different functional modules or the same functional modules can be quickly detected after being replaced. Meanwhile, the platform and the load information data format of the heterogeneous spacecraft adopt standard and universal compatible technologies, and the spacecraft satellite-borne information transmission system adopts a universal model, so that design standardization and management generalization of replaceable, multi-feature and homogeneous heterogeneous objects are realized.
The information data of the spacecraft load can be divided into analog quantity representing the health state of hardware, digital quantity reflecting functional completeness and application data used for function synthesis, a standardized design scheme is adopted for hardware of the heterogeneous spacecraft load, when the function of the heterogeneous spacecraft is changed or on-orbit maintenance and assembly is needed due to hardware faults, after a new module is rapidly detected, analog quantity data acquisition of the new module can be registered, system level functions can be dynamically configured, and health evaluation is carried out on the acquired analog quantity by adopting a universal data structure and a processing method; in addition, when the load function of the heterogeneous spacecraft is changed, the design scheme of the technology adopts a unified data source operation mechanism, can realize standardized health assessment on a functional process by a unified information flow format without depending on manual assistance and ground support, automatically identifies a judgment method of information data health degree, comprises health assessment methods such as trend analysis, boundary detection, mean value inspection, expected value inspection, deviation inspection and the like, and can realize normal operation with strong adaptability by means of spacecraft software self-adaptive standardized design.
The heterogeneous spacecraft load hardware interface adopts a standardized design, as shown in fig. 1, analog quantities of heterogeneous spacecraft are collected through an analog quantity collecting terminal, the analog quantity collecting terminal judges the hardware health state of the heterogeneous spacecraft according to a standardized analog quantity threshold range, and a judgment result is uniformly sent to a satellite-borne computer through a bus. The software function of the load is related to the task of the heterogeneous spacecraft, and after the heterogeneous spacecraft is powered on orbit, the information data related to the function can be used for self-adaptive judgment of the health state through a standardized data interface. The self-adaptive management method for the health degree of the heterogeneous spacecraft by adopting the information data standardization design scheme comprises the following steps:
firstly, the information data structure standardization design technology is included: as shown in fig. 2, the loads with standardized interfaces adopt information data interfaces with generalized design, and as shown in table 1, each load with standardized design sends an information data parameter table representing the health status of a single machine to the satellite-borne computer through a bus, where the parameter table includes the number of parameters, the length of the parameters, the code number of the parameters, the parameter values, the types of the parameters, the statistical manner, and the judgment threshold. Wherein, the parameter code adopts a mode of uniformly arranging sub-addresses and sequence numbers; the parameter type is used for distinguishing the state quantity and the statistic quantity; the statistical method is used for selecting a basic mathematical processing method for the spaceborne computer, and comprises upper and lower boundary judgment, mean value statistics, standard deviation statistics, change rate calculation and the like.
Table 1 information data interface of universal design
Figure BDA0003207291260000081
The spaceborne computer has a large-capacity storage capacity, information data needing to be subjected to trend judgment according to long-term data are stored in a memory by taking a parameter code as a retrieval mark, and the change rate is calculated at regular time.
Secondly, the method comprises the following standardized design technology of the fault event package: as shown in fig. 2, the on-board computer receives the telemetry parameters sent by the load, performs health judgment according to the parameter type, and writes the judgment result into a generalized fault event packet, as shown in table 2:
TABLE 2 generalized design of failure event packages
Figure BDA0003207291260000091
As shown in fig. 2, the method for writing the fault event packet by the on-board computer includes:
for the state quantity parameters: in order to save telemetry resources, the on-board computer only writes the parameter code and the abnormal time code with abnormal states in the fault event package. The failure type in this type of failure packet is set to 1.
For the statistical quantity parameters: for the telemetering quantity of the calculated mean value, when the amplitude of the mean value jumping exceeds a threshold value, the phenomenon is added into a fault event packet, and the fault type is positioned 2; for the telemetering amount for calculating the change rate, when the change rate of a certain time length exceeds a threshold value, the phenomenon is added into a fault event packet, and the fault type is determined to be 3; other types of statistics may be based on actual telemetry statistics of the normalized load and so on.
The invention provides a heterogeneous spacecraft self-adaptive management technology based on information data standardized design, which has the innovation points and advantages that:
the method comprises the steps that information data of the heterogeneous spacecraft are subjected to standardized classification, namely analog quantity used for representing basic health state of hardware, statistic quantity used for predicting aging trend of the hardware, state quantity used for rapid diagnosis and mass data used for application function generation, and when the heterogeneous spacecraft is in orbit energized, self-adaptive management of the health state is automatically completed through an information data format and a processing method which are designed in a standardized mode without ground intervention;
heterogeneous spacecraft loads are subjected to on-orbit plug and play based on hardware standardized design, analog quantity is automatically collected, and self-adaptive health state judgment is carried out through a standard threshold range;
the heterogeneous spacecraft load realizes the on-orbit self-adaptive operation of satellite-borne autonomous health management software based on the data interface standardized design;
and in the telemetering parameters, only the fault event packet and massive application data generated by load application are downloaded in real time, so that the waste of measurement and control resources is greatly reduced.
In summary, the foregoing embodiments have described in detail different configurations of the heterogeneous spacecraft information data adaptive management method based on standardized design, and it is understood that the present invention includes, but is not limited to, the configurations listed in the foregoing embodiments, and any content that is transformed based on the configurations provided by the foregoing embodiments falls within the scope of the present invention. One skilled in the art can take the contents of the above embodiments to take a counter-measure.
The embodiments in the present description are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other. For the system disclosed by the embodiment, the description is relatively simple because the system corresponds to the method disclosed by the embodiment, and the relevant points can be referred to the method part for description.
The above description is only for the purpose of describing the preferred embodiments of the present invention, and is not intended to limit the scope of the present invention, and any variations and modifications made by those skilled in the art based on the above disclosure are within the scope of the appended claims.

Claims (10)

1. A heterogeneous spacecraft information data self-adaptive management method based on standardized design is characterized by comprising the following steps:
the multitasking standard platform is configured to standardize the mechanical, electronic and data interfaces of the payload to achieve the following:
when the heterogeneous spacecraft is subjected to in-orbit software function upgrading or hardware in-orbit assembly and service requirements, after different functional modules or the same functional module are replaced, the multi-task standard platform can quickly detect a newly replaced module;
the data format standard platform is configured to enable the information data formats of the satellite platform and the payload of the heterogeneous spacecraft to adopt a standard and universal data format, and enable the satellite-borne information transmission system of the heterogeneous spacecraft to adopt a universal model so as to realize design standardization and management generalization of the heterogeneous object.
2. The standardized design-based heterogeneous spacecraft information data adaptive management method of claim 1, wherein the data format standard platform is further configured to:
information data of the heterogeneous spacecraft are standardized and classified, and the information data are divided into: analog quantity used for characterizing hardware basic health status, statistic quantity used for predicting hardware aging trend, state quantity used for rapid diagnosis and massive data used for application function generation, so as to realize the following effects:
when the heterogeneous spacecraft is energized in orbit, the self-adaptive management of the health state is automatically completed through an information data format and a processing method which are designed in a standardized way without the help of ground intervention.
3. The standardized design-based heterogeneous spacecraft information data adaptive management method of claim 2, wherein a payload of a heterogeneous spacecraft is configured to:
on the basis of the standardized design of a mechanical interface and an electronic interface, on-track plug and play, automatic analog quantity acquisition and self-adaptive health state judgment through a standard threshold range are realized; and
the on-orbit self-adaptive operation of the satellite-borne autonomous health management software is realized based on the data interface standardized design.
4. The adaptive management method for the information data of the heterogeneous spacecraft based on the standardized design as claimed in claim 3, wherein the heterogeneous spacecraft only downloads the fault event package in the telemetry parameters and massive application data generated by the load application in real time so as to greatly reduce the waste of measurement and control resources.
5. The adaptive management method for information data of the heterogeneous spacecraft based on the standardized design as claimed in claim 3, wherein the information data of the payload of the heterogeneous spacecraft is divided into analog quantity for representing the health state of hardware, digital quantity for embodying the completeness of functions and application data for function synthesis, so that the information data formats of the satellite platform and the payload of the heterogeneous spacecraft can adopt a normative and general data format, and the information transmission system on board the satellite of the heterogeneous spacecraft adopts a general model.
6. The heterogeneous spacecraft information data adaptive management method based on standardized design according to claim 5, is characterized in that standardized design is adopted for hardware interfaces of payloads of heterogeneous spacecraft so as to realize the following functions:
when the functions of the heterogeneous spacecraft are changed or the in-orbit maintenance and assembly is needed due to hardware faults, after a new module is quickly detected, the analog quantity data acquisition of the new module can be registered, the system level functions can be dynamically configured, and the health evaluation is carried out on the acquired analog quantity by adopting a universal data structure and a processing method; and
when the payload functions of the heterogeneous spacecraft are changed, a unified data source operation mechanism is adopted, so that the following effects can be realized:
the method for judging the health degree of the information data automatically identifies the judgment method of the health degree of the information data by realizing the standardized health evaluation of the functional flow through a unified information flow format without depending on manual assistance and ground support, wherein the judgment method of the health degree comprises trend analysis, boundary detection, mean value inspection, expected value inspection and deviation inspection, and can realize the normal operation with strong adaptability by depending on the adaptive standardized design of spacecraft software.
7. The heterogeneous spacecraft information data adaptive management method based on standardized design according to claim 6, wherein the hardware interface of the payload of the heterogeneous spacecraft adopts standardized design, and comprises the following steps:
the analog quantity of the heterogeneous spacecraft is collected through the analog quantity collecting terminal, the analog quantity collecting terminal judges the hardware health state of the heterogeneous spacecraft according to the standard analog quantity threshold range, and the judgment result is sent to the satellite-borne computer through the bus in a unified mode.
8. The heterogeneous spacecraft information data adaptive management method based on standardized design according to claim 2,
the software function of the payload is related to the task of the heterogeneous spacecraft, and after the heterogeneous spacecraft is energized in orbit, the information data related to the function is subjected to self-adaptive judgment of the health state through a standardized data interface.
9. The heterogeneous spacecraft information data adaptive management method based on standardized design according to claim 2, wherein the heterogeneous spacecraft adopts information data standardization for adaptive management of health of the heterogeneous spacecraft comprises:
carrying out standardized design on an information data structure, wherein loads with standardized interfaces adopt information data interfaces with generalized design, each load with standardized design sends an information data parameter table representing the health state of a single machine to a satellite borne computer through a bus, and the parameter table comprises 2-bit parameter number, parameter length, parameter code number, 4-bit parameter value, parameter type, statistical mode and judgment threshold, wherein the judgment threshold comprises an upper boundary and a lower boundary; wherein, the parameter code adopts a mode of uniformly arranging sub-addresses and sequence numbers; the parameter type is used for distinguishing the state quantity and the statistic quantity; the statistical mode is used for the spaceborne computer to select a basic mathematical processing method, and comprises upper and lower boundary judgment, mean value statistics, standard deviation statistics and change rate calculation; the satellite-borne computer stores information data which needs to be subjected to trend judgment according to long-term data in a memory by taking a parameter code as a retrieval mark, and calculates the change rate at regular time;
and (3) carrying out standardized design on the fault event packet, receiving the telemetering parameters sent by the load by the spaceborne computer, carrying out health judgment according to the parameter types, and writing the judgment result into a universal fault event packet, wherein the fault event packet comprises the number of 2-bit fault packets, the parameter code, the 1-bit fault type and a 4-bit time code.
10. The heterogeneous spacecraft information data adaptive management method based on standardized design according to claim 9, wherein the method for writing the fault event package by the on-board computer comprises the following steps:
for the state quantity parameters: in order to save telemetry resources, the on-board computer only writes a parameter code and an abnormal time code with abnormal states into a fault event packet, and the fault type in the fault packet of the type is 1;
for the statistical quantity parameters: for the telemetering quantity of the calculated mean value, when the amplitude of the mean value jumping exceeds a threshold value, the phenomenon is added into a fault event packet, and the fault type is positioned 2;
for the telemetering amount for calculating the change rate, when the change rate of a certain time length exceeds a threshold value, the phenomenon is added into a fault event packet, and the fault type is determined to be 3;
other types of statistics may be based on actual telemetry statistics of the normalized load and so on.
CN202110920675.8A 2021-08-11 2021-08-11 Heterogeneous spacecraft information data self-adaptive management method based on standardized design Active CN113627018B (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN202210630348.3A CN115048718A (en) 2021-08-11 2021-08-11 Self-adaptive management method for health degree of heterogeneous spacecraft
CN202110920675.8A CN113627018B (en) 2021-08-11 2021-08-11 Heterogeneous spacecraft information data self-adaptive management method based on standardized design

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110920675.8A CN113627018B (en) 2021-08-11 2021-08-11 Heterogeneous spacecraft information data self-adaptive management method based on standardized design

Related Child Applications (1)

Application Number Title Priority Date Filing Date
CN202210630348.3A Division CN115048718A (en) 2021-08-11 2021-08-11 Self-adaptive management method for health degree of heterogeneous spacecraft

Publications (2)

Publication Number Publication Date
CN113627018A true CN113627018A (en) 2021-11-09
CN113627018B CN113627018B (en) 2022-06-10

Family

ID=78384634

Family Applications (2)

Application Number Title Priority Date Filing Date
CN202210630348.3A Pending CN115048718A (en) 2021-08-11 2021-08-11 Self-adaptive management method for health degree of heterogeneous spacecraft
CN202110920675.8A Active CN113627018B (en) 2021-08-11 2021-08-11 Heterogeneous spacecraft information data self-adaptive management method based on standardized design

Family Applications Before (1)

Application Number Title Priority Date Filing Date
CN202210630348.3A Pending CN115048718A (en) 2021-08-11 2021-08-11 Self-adaptive management method for health degree of heterogeneous spacecraft

Country Status (1)

Country Link
CN (2) CN115048718A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116028566A (en) * 2023-02-21 2023-04-28 中国科学院空间应用工程与技术中心 Spacecraft data analysis system, method, medium and equipment

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20000035047A (en) * 1998-10-21 2000-06-26 윌리엄 이. 갈라스 Connector interface for spacecraft modules
CN102932261A (en) * 2012-11-20 2013-02-13 航天东方红卫星有限公司 Management system for payload information of satellite based on intelligent high-speed router
CN103678498A (en) * 2013-11-18 2014-03-26 航天东方红卫星有限公司 General analysis method for effective load data of satellites
CN106446506A (en) * 2016-08-26 2017-02-22 航天东方红卫星有限公司 Multi-method-combined automatic and intelligent prediction method of moonlet state
CN106528277A (en) * 2015-09-14 2017-03-22 北京空间飞行器总体设计部 Standardized scheduling method applicable to autonomous FDIR of large SAR load
EP3379520A1 (en) * 2017-03-24 2018-09-26 The Boeing Company Method and apparatus for testing rf performance of a satellite wiring harness and signal processing units
CN111309477A (en) * 2020-02-13 2020-06-19 中国科学院微小卫星创新研究院 Satellite on-orbit data processing system and method
CN112073277A (en) * 2020-08-10 2020-12-11 航天科工空间工程发展有限公司 Standard module based satellite integrated electronic system design method
US20210110502A1 (en) * 2019-08-01 2021-04-15 Loft Orbital Technologies S.A.S Systems and methods for describing, simulating and optimizing spaceborne systems and missions
CN112905155A (en) * 2021-01-19 2021-06-04 中国科学院微小卫星创新研究院 Design method of autonomous attitude control software of navigation satellite

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20000035047A (en) * 1998-10-21 2000-06-26 윌리엄 이. 갈라스 Connector interface for spacecraft modules
CN102932261A (en) * 2012-11-20 2013-02-13 航天东方红卫星有限公司 Management system for payload information of satellite based on intelligent high-speed router
CN103678498A (en) * 2013-11-18 2014-03-26 航天东方红卫星有限公司 General analysis method for effective load data of satellites
CN106528277A (en) * 2015-09-14 2017-03-22 北京空间飞行器总体设计部 Standardized scheduling method applicable to autonomous FDIR of large SAR load
CN106446506A (en) * 2016-08-26 2017-02-22 航天东方红卫星有限公司 Multi-method-combined automatic and intelligent prediction method of moonlet state
EP3379520A1 (en) * 2017-03-24 2018-09-26 The Boeing Company Method and apparatus for testing rf performance of a satellite wiring harness and signal processing units
US20210110502A1 (en) * 2019-08-01 2021-04-15 Loft Orbital Technologies S.A.S Systems and methods for describing, simulating and optimizing spaceborne systems and missions
CN111309477A (en) * 2020-02-13 2020-06-19 中国科学院微小卫星创新研究院 Satellite on-orbit data processing system and method
CN112073277A (en) * 2020-08-10 2020-12-11 航天科工空间工程发展有限公司 Standard module based satellite integrated electronic system design method
CN112905155A (en) * 2021-01-19 2021-06-04 中国科学院微小卫星创新研究院 Design method of autonomous attitude control software of navigation satellite

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
JEAN-JACQUES DECHEZELLES 等: "A Multimission Platform for Low Earth Orbits", 《AIR & SPACE EUROPE》 *
李光;石碧舟;戴永珊; 等: "导航卫星载荷自主健康管理研究", 《计算机测量与控制》 *
蔡远文 等: "面向在轨服务航天器模块接口标准化设计", 《兵工自动化》 *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116028566A (en) * 2023-02-21 2023-04-28 中国科学院空间应用工程与技术中心 Spacecraft data analysis system, method, medium and equipment
CN116028566B (en) * 2023-02-21 2023-08-22 中国科学院空间应用工程与技术中心 Spacecraft data analysis system, method, medium and equipment

Also Published As

Publication number Publication date
CN115048718A (en) 2022-09-13
CN113627018B (en) 2022-06-10

Similar Documents

Publication Publication Date Title
US7028221B2 (en) Apparatus and method for capturing knowledge through an expert interface
CN100481672C (en) Power supply device
MXPA02004194A (en) Method and system for remotely managing communication of data used for predicting malfunctions in a plurality of machines.
CN208522051U (en) Electrochemical energy storage system
CN113627018B (en) Heterogeneous spacecraft information data self-adaptive management method based on standardized design
CN109193045A (en) Electrochemical energy storage system and its control method
CN104583789A (en) Creation and scheduling of a decision and execution tree of a test cell controller
CN106528354A (en) Automation method for programming memory power source fru id
CN112318484A (en) Task scheduling method for track inspection robot
CN114281827A (en) Method, device and equipment for real-time data synchronization and storage medium
CN106056227B (en) Intelligent substation service tracking method based on IEC61850 standard
CN113778903B (en) Method and system for generating test case of power distribution terminal and storage medium
CN104364664A (en) An algorithm and structure for creation, definition, and execution of an SPC rule decision tree
CN116643950B (en) FaaS-based cloud native application automatic operation and maintenance method
CN116300531B (en) Method and system for identifying bottleneck link of production system, storage medium and terminal
WO2021168490A1 (en) Method for at least partially decentralized calculation of the state of health of at least one wind turbine
CN116030548A (en) Remote log diagnosis method and device, electronic equipment and storage medium
CN115689277A (en) Chemical industry park risk early warning system under cloud limit collaborative technology
CN110618891B (en) Solid state disk fault online processing method and solid state disk
CN113190397A (en) Real-time data processing method of microcomputer monitoring system based on multi-process architecture
US20220268843A1 (en) Battery analysis apparatus and method
CN111200315A (en) Transformer substation monitoring background fault diagnosis system and method
CN115118754B (en) Remote monitoring test system and monitoring test method for electric automobile
Krosner et al. Design of an FMS operator workstation using the Rasmussen abstraction hierarchy
CN115097335A (en) Method and system for automatically analyzing service life of battery of electric automobile

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant