CN110807019A - Method and device for expanding metadata of comprehensive energy information model - Google Patents

Method and device for expanding metadata of comprehensive energy information model Download PDF

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CN110807019A
CN110807019A CN201911013731.9A CN201911013731A CN110807019A CN 110807019 A CN110807019 A CN 110807019A CN 201911013731 A CN201911013731 A CN 201911013731A CN 110807019 A CN110807019 A CN 110807019A
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attribute
information model
measurement
inherent
storage unit
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刘广璐
宋芳婷
邱富东
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Xinao Shuneng Technology Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/21Design, administration or maintenance of databases
    • G06F16/211Schema design and management
    • G06F16/212Schema design and management with details for data modelling support
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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    • G06Q50/06Electricity, gas or water supply

Abstract

The invention discloses a method and a device for expanding metadata of an integrated energy information model. The method comprises the following steps: s1, acquiring a newly added equipment type and a measurement attribute and an inherent attribute corresponding to the equipment type; s2, judging whether a newly added equipment type exists in an equipment type storage unit of the comprehensive energy public information model metadata base; yes, go to S3; otherwise, go to S4; s3, judging whether the measurement attribute and the inherent attribute corresponding to the newly added equipment type exist in the measurement attribute and inherent attribute storage unit of the comprehensive energy public information model metadata base; if yes, ending; otherwise, go to S5; s4, importing the newly added equipment types into an equipment type storage unit of the comprehensive energy public information model metadata base; and S5, adding a measurement attribute and an inherent attribute corresponding to the type of the newly added equipment, and importing the measurement attribute and the inherent attribute into a measurement attribute and inherent attribute storage unit of the comprehensive energy public information model metadata base.

Description

Method and device for expanding metadata of comprehensive energy information model
Technical Field
The invention belongs to the field of comprehensive energy information models, and particularly relates to a method and a device for expanding metadata of a comprehensive energy information model.
Background
The IEC61970/61968 common information model is abbreviated CIM and provides a data model (domain ontology) and various corresponding interface specifications and technologies (communication and serialization). CIM is widely adopted in the electric utility sector and ongoing smart grid standardization work, making CIM one of the most common standards in the global energy field.
Information exchange and application integration based on a Common Information Model (CIM) have the problems of semantic conflict and inconsistency caused by model difference, the difference between models needs to be identified quickly and accurately, and the manual identification of the model difference needs to spend a large amount of labor and time. In order to solve the problem, a research method of body-based CIM updating and expanding is provided in the power related field, updating and expanding scenes among models are divided into 4 types of adding, deleting, changing and renaming, and algorithms of each type are set forth. Finally, a model test result of the actual project is given and compared with a manual search result, and the effectiveness and the practicability of the research method are verified. Metadata expansion of the existing CIM in the micro-grid is realized, the existing CIM is reused to the maximum extent, modification of the CIM is reduced as much as possible, universality of the CIM is guaranteed, expansion difficulty is reduced, expansion of the CIM or new establishment of a new package for guaranteeing unicity of a data source is required to be added into a model description established by a Rose, and the CIM is still an independent Rose model file. Little electric wire netting public information model extends structure: class-subclass-class property-added value of property. The public information model in the micro-grid has more levels, and although the uniqueness of a data source is ensured from the technical perspective, the public information model is not easy to form a close relation with a service scene in actual production. Not easy to understand and implement by field personnel.
The comprehensive energy physical world is a complex system consisting of devices in different energy types (gas, electricity, cold, heat and the like) and different energy fields (load, source, network and storage), and the digital description of the system needs a universal information model, so that objects in different energy types and different energy fields and related characteristics can be described by adopting a uniform description framework, and the foundation of energy world digitization, namely a comprehensive energy model (universal CIM model), is laid. The CIM extension method in the power domain is not applicable to the comprehensive energy model.
Disclosure of Invention
The invention aims to solve the technical problem of avoiding the non-standard and inaccurate metadata of the comprehensive energy public information model extension.
In order to solve the technical problem, the invention provides a method for expanding metadata of an integrated energy information model, which comprises the following steps:
s1, acquiring a newly added equipment type and a measurement attribute and an inherent attribute corresponding to the equipment type;
s2, searching and comparing in a comprehensive energy public information model metadata base equipment type storage unit, and judging whether the newly added equipment type exists in the comprehensive energy public information model metadata base equipment type storage unit or not; if yes, go to step S3; otherwise, go to step S4;
s3, judging whether the measurement attribute and the inherent attribute corresponding to the newly added equipment type exist in the measurement attribute and inherent attribute storage unit of the comprehensive energy public information model metadata base; if yes, ending; otherwise, go to step S5;
s4, adding a new device type, and importing the new device type into a device type storage unit of the comprehensive energy public information model metadata base; then proceeding to S5;
and S5, adding the measurement attribute and the inherent attribute corresponding to the newly added equipment type, and importing the measurement attribute and the inherent attribute into a measurement attribute and inherent attribute storage unit of a comprehensive energy public information model metadata base.
In a preferred embodiment of the present invention, in step S1, a system entry or batch import method is adopted to obtain the new device type and the measurement attribute and the inherent attribute corresponding to the device type.
In a preferred embodiment of the present invention, the device types in the device type storage unit of the integrated energy common information model metadata base are classified into device categories according to the purpose; step S4 is adding new device types, classifying the new device types into device categories, then importing the new device types into the device type storage unit of the comprehensive energy public information model metadata base and coding according to rules.
In a preferred embodiment of the present invention, in step S4, when the code of the newly added device type is the same as the existing device type code in the database, a prompt is made.
In a preferred embodiment of the present invention, the measurement attributes and intrinsic attributes in step S5 include attribute types, data types, and control types of the measurement attributes and intrinsic attributes.
In the invention, the equipment is energy equipment; the measurement attribute comprises a measurable parameter when the equipment runs; the inherent properties comprise equipment operating cost and rated parameters; the data type comprises an instantaneous quantity, a cumulative quantity or a state quantity; the control types include remote measurement, remote signaling, remote regulation, remote control or remote pulse.
In a preferred embodiment of the present invention, step S5 adds the measurement attribute and the intrinsic attribute to the new device type, and introduces the measurement attribute and the intrinsic attribute into a measurement attribute and intrinsic attribute storage unit of an energy-integrated public information model metadata base, and performs encoding according to rules.
In a preferred embodiment of the present invention, in step S5, when the code of the measurement attribute or the intrinsic attribute is the same as the code of the measurement attribute or the intrinsic attribute already existing in the database, a prompt is made.
The invention also provides a device for expanding the metadata of the comprehensive energy information model, which comprises:
the data acquisition module is used for acquiring the type of the newly added equipment and the measurement attribute and the inherent attribute corresponding to the type of the equipment;
the device type judging module is used for searching and comparing in the integrated energy public information model metadata base device type storage unit and judging whether the newly added device type exists in the integrated energy public information model metadata base device type storage unit or not; if yes, the attribute judgment module judges the attribute; if not, the equipment type importing module imports;
the attribute judging module is used for judging whether the measurement attribute and the inherent attribute corresponding to the newly added equipment type exist in the measurement attribute and inherent attribute storage unit of the comprehensive energy public information model metadata base; if yes, ending; if not, the attribute import module imports the measurement attribute and the inherent attribute;
the device type importing module is used for importing the newly added device type into a device type storage unit of a comprehensive energy public information model metadata base;
and the attribute import module is used for adding the measurement attribute and the inherent attribute corresponding to the newly added equipment type and importing the measurement attribute and the inherent attribute into a measurement attribute and inherent attribute storage unit of a comprehensive energy public information model metadata base.
The invention also provides a computer-readable storage medium, which comprises an execution instruction, and when a processor of the electronic device executes the execution instruction, the processor executes the above method for expanding the integrated energy information model metadata.
The method for expanding the metadata of the comprehensive energy information model provided by the invention avoids the unnormal expanded metadata and enhances the flexibility and the robustness of the data modeling function of the public development platform. Strict specifications are made on the aspect of expanding the process, the accuracy and the normalization of the newly added metadata are ensured, and the method meets the industrial standard.
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In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings needed for the embodiments or the prior art descriptions will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings without creative efforts.
FIG. 1 is a schematic flow chart of an integrated energy information model metadata expansion method of the present invention;
FIG. 2 is a schematic diagram of an integrated energy information model metadata expansion apparatus according to the present invention;
fig. 3 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the technical solutions of the present invention will be described in detail and completely with reference to the following embodiments and accompanying drawings. It is to be understood that the described embodiments are merely exemplary of the invention, and not restrictive of the full scope of the invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1, the present invention provides a method for expanding metadata of an integrated energy information model, including the following steps:
s1, acquiring a newly added equipment type and a measurement attribute and an inherent attribute corresponding to the equipment type, wherein a system input or batch import method can be adopted;
s2, searching and comparing in a comprehensive energy public information model metadata base equipment type storage unit, and judging whether the newly added equipment type exists in the comprehensive energy public information model metadata base equipment type storage unit or not; if yes, go to step S3; otherwise, go to step S4;
s3, judging whether the measurement attribute and the inherent attribute corresponding to the newly added equipment type exist in a measurement attribute and inherent attribute storage unit of the comprehensive energy public information model metadata base; if yes, ending; otherwise, go to step S5;
s4, dividing the equipment types in the equipment type storage unit of the comprehensive energy public information model metadata base into equipment categories according to the use; and adding new equipment types, classifying the new equipment types into equipment categories, importing the new equipment types into an equipment type storage unit of the comprehensive energy public information model metadata base, and coding according to rules. And when the codes of the newly added equipment types are the same as the codes of the existing equipment types in the database, prompting.
And S5, adding the measurement attribute and the inherent attribute corresponding to the newly added equipment type, importing the measurement attribute and the inherent attribute into a measurement attribute and inherent attribute storage unit of a comprehensive energy public information model metadata base, and coding according to rules. And when the code of the measurement attribute or the inherent attribute is the same as the existing measurement attribute or inherent attribute code in the database, prompting.
In the present invention, the measurement attribute and the intrinsic attribute include an attribute type, a data type, and a control type of the measurement attribute and the intrinsic attribute. The equipment is energy equipment; the measurement attribute comprises a measurable parameter when the equipment runs; the inherent properties comprise equipment operating cost and rated parameters; the data type comprises an instantaneous quantity, a cumulative quantity or a state quantity; the control types include remote measurement, remote signaling, remote regulation, remote control or remote pulse.
Referring to fig. 2, an apparatus for expanding meta data of an integrated energy information model according to the present invention includes:
the data acquisition module 10 is used for acquiring the type of the newly added equipment and the measurement attribute and the inherent attribute corresponding to the type of the equipment;
the device type judging module 20 searches and compares the device type storage unit of the comprehensive energy public information model metadata base, and judges whether the newly added device type exists in the comprehensive energy public information model metadata base device type storage unit; if yes, the attribute judgment module judges the attribute; if not, the equipment type importing module imports;
the attribute judging module 30 is used for judging whether the measurement attribute and the inherent attribute corresponding to the newly added equipment type exist in the measurement attribute and inherent attribute storage unit of the comprehensive energy public information model metadata base; if yes, ending; if not, the attribute import module imports the measurement attribute and the inherent attribute;
the device type importing module 40 is used for importing the newly added device type into a device type storage unit of a comprehensive energy public information model metadata base;
and the attribute importing module 50 is used for adding the measurement attribute and the inherent attribute corresponding to the newly added equipment type and importing the measurement attribute and the inherent attribute into a measurement attribute and inherent attribute storage unit of a comprehensive energy public information model metadata base.
The method for expanding the metadata of the integrated energy information model according to the present invention is further described below with reference to a specific embodiment:
the expansion of the metadata of the comprehensive energy model comprises the following steps: equipment, measurement attribute and inherent attribute.
1. And a metadata management platform (a front-end management platform based on a CIM library) fuzzy matches the required equipment class and the measurement attribute/inherent attribute.
2. The platform searches the CIM library equipment type storage unit (equipment type database table) preferentially to determine whether the input equipment type exists, and if so, searches the measurement attribute/inherent attribute storage unit (measurement attribute/inherent attribute table) for the input measurement attribute/inherent attribute of the equipment type. If so, the requirement is expanded, and the search is completed.
3. And if the input equipment type does not exist, the maintained equipment information is imported into the system through the equipment template, and the system is imported into the equipment table of the background database. And then, the maintained attribute information is imported into the system through the measurement attribute/inherent attribute template, and the system is imported into an attribute table of the background database.
4. If the input equipment class exists but the subordinate attribute of the equipment class does not exist, the maintained attribute information is imported into the system through the measurement attribute/inherent attribute template, and the system is imported into an attribute table of the background database.
5. The equipment, the measurement attribute and the inherent attribute simultaneously support batch import (excel) and system entry. The method is respectively used for large-batch metadata expansion and small-amount metadata expansion.
6. When the equipment class is input, the equipment class to which the equipment belongs needs to be selected, and when the input equipment class is the same as the CIM code of the existing equipment class of the system, a system prompt is received (the same check rule is also available when the equipment class is input in batches). This ensures global uniqueness of the device class in the system.
7. When the measurement attribute or the inherent attribute is recorded, the data type (instantaneous quantity, accumulated quantity or state quantity) and the control type (remote measurement, remote signaling, remote regulation, remote control and remote pulse) of the measurement attribute or the inherent attribute are recorded at the same time. The data type and the control type have corresponding rules, so that the risk of principle errors during recording is avoided.
Status value Remote control, remote signalling
Cumulative value Distant pulse
Instantaneous value Remote sensing, remote regulation
8. When the measurement attribute or the inherent attribute is recorded to be the same as the CIM code of the existing measurement attribute or the inherent attribute of the system, a system prompt is received (the same check rule is also provided when batch import is carried out). This ensures global uniqueness of the device class in the system.
The following lists the devices under two categories of main cooling and heating devices and auxiliary cooling and heating devices.
Figure BDA0002244999600000071
Figure BDA0002244999600000081
Partial measurement attributes of biomass steam boilers:
Figure BDA0002244999600000082
the biomass steam boiler has the following properties:
Figure BDA0002244999600000083
fig. 3 is a schematic structural diagram of an apparatus for an integrated energy information model metadata extension method according to an embodiment of the present invention. On the hardware level, the server includes a processor 701 and a memory 702 storing execution instructions, and optionally an internal bus 703 and a network interface 704. The Memory 702 may include a Memory 7021, such as a Random-Access Memory (RAM), and may further include a non-volatile Memory 7022 (e.g., at least 1 disk Memory); the processor 701, the network interface 704, and the memory 702 may be connected to each other by an internal bus 703, and the internal bus 703 may be an ISA (Industry standard architecture) bus, a PCI (Peripheral Component Interconnect) bus, an EISA (Extended Industry standard architecture) bus, or the like; the internal bus 703 may be divided into an address bus, a data bus, a control bus, etc., and is indicated by a double-headed arrow in fig. 3 for convenience of illustration, but does not indicate only one bus or one type of bus. Of course, the server may also include hardware needed for other services. When the processor 701 executes the execution instructions stored in the memory 702, the processor 701 executes the method described in any of the embodiments of the present invention, and at least is configured to: in a possible implementation manner, the processor reads corresponding execution instructions from the nonvolatile memory to the memory and then runs the corresponding execution instructions, and corresponding execution instructions can also be obtained from other equipment, so as to form the device of the integrated energy information model metadata extension method on a logic level. The processor executes the execution instructions stored in the memory, so that the integrated energy information model metadata extension method provided by any embodiment of the invention is realized through the executed execution instructions.
The processor may be an integrated circuit chip having signal processing capabilities. In implementation, the steps of the above method may be performed by integrated logic circuits of hardware in a processor or instructions in the form of software. The Processor may be a general-purpose Processor, including a Central Processing Unit (CPU), a Network Processor (NP), and the like; but also Digital Signal Processors (DSPs), Application Specific Integrated Circuits (ASICs), Field Programmable Gate Arrays (FPGAs) or other Programmable logic devices, discrete gate or transistor logic devices, discrete hardware components. The various methods, steps and logic blocks disclosed in the embodiments of the present invention may be implemented or performed. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
The embodiment of the invention also provides a computer-readable storage medium, which comprises an execution instruction, and when a processor of the electronic device executes the execution instruction, the electronic device executes the method provided in any embodiment of the invention. The electronic device may be specifically the device of the integrated energy information model metadata expansion method shown in fig. 3; the method for expanding the metadata of the executive instruction comprehensive energy information model is a corresponding computer program.
It will be appreciated by those skilled in the art that embodiments of the present invention may be provided as a method or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects.
The embodiments of the present invention are described in a progressive manner, and the same and similar parts among the embodiments can be referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, for the system embodiment, since it is substantially similar to the method embodiment, the description is simple, and for the relevant points, reference may be made to the partial description of the method embodiment.
It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
The above description is only an example of the present invention, and is not intended to limit the present invention. Various modifications and alterations to this invention will become apparent to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention should be included in the scope of the claims of the present invention.

Claims (10)

1. A method for expanding metadata of an integrated energy information model is characterized by comprising the following steps:
s1, acquiring a newly added equipment type and a measurement attribute and an inherent attribute corresponding to the equipment type;
s2, searching and comparing in a comprehensive energy public information model metadata base equipment type storage unit, and judging whether the newly added equipment type exists in the comprehensive energy public information model metadata base equipment type storage unit or not; if yes, go to step S3; otherwise, go to step S4;
s3, judging whether the measurement attribute and the inherent attribute corresponding to the newly added equipment type exist in the measurement attribute and inherent attribute storage unit of the comprehensive energy public information model metadata base; if yes, ending; otherwise, go to step S5;
s4, adding a new device type, and importing the new device type into a device type storage unit of the comprehensive energy public information model metadata base; then proceeding to S5;
and S5, adding the measurement attribute and the inherent attribute corresponding to the newly added equipment type, and importing the measurement attribute and the inherent attribute into a measurement attribute and inherent attribute storage unit of a comprehensive energy public information model metadata base.
2. The method for expanding the meta-data of the integrated energy information model according to claim 1, wherein in step S1, a system entry method or a batch import method is adopted to obtain the new device type and the measurement attribute and the inherent attribute corresponding to the device type.
3. The integrated energy information model metadata expansion method according to claim 1, wherein the device types in the device type storage unit of the integrated energy public information model metadata base are classified into device categories according to usage; step S4 is adding new device types, classifying the new device types into device categories, then importing the new device types into the device type storage unit of the comprehensive energy public information model metadata base and coding according to rules.
4. The method for expanding the meta-data of the integrated energy information model according to claim 3, wherein in step S4, when the code of the newly added equipment type is the same as the existing equipment type code in the database, a prompt is made.
5. The method for expanding the meta-data of the integrated energy information model according to claim 1, wherein the measured attributes and the intrinsic attributes in step S5 include attribute types, data types and control types of the measured attributes and the intrinsic attributes.
6. The integrated energy information model metadata expansion method of claim 5, wherein the device is an energy class device; the measurement attribute comprises a measurable parameter when the equipment runs; the inherent properties comprise equipment operating cost and rated parameters; the data type comprises an instantaneous quantity, a cumulative quantity or a state quantity; the control types include remote measurement, remote signaling, remote regulation, remote control or remote pulse.
7. The method as claimed in claim 1, wherein step S5 is implemented by adding the measured attributes and the intrinsic attributes to the new device type, importing the measured attributes and the intrinsic attributes into a measured attribute and intrinsic attribute storage unit of the meta database of the renewable energy public information model, and encoding the measured attributes and the intrinsic attributes according to rules.
8. The method for expanding the meta-data of the integrated energy information model according to claim 7, wherein in step S5, when the code of the measured attribute or the inherent attribute is the same as the code of the measured attribute or the inherent attribute existing in the database, a prompt is made.
9. An integrated energy information model metadata expansion apparatus, comprising:
the data acquisition module is used for acquiring the type of the newly added equipment and the measurement attribute and the inherent attribute corresponding to the type of the equipment;
the device type judging module is used for searching and comparing in the integrated energy public information model metadata base device type storage unit and judging whether the newly added device type exists in the integrated energy public information model metadata base device type storage unit or not; if yes, the attribute judgment module judges the attribute; if not, the equipment type importing module imports;
the attribute judging module is used for judging whether the measurement attribute and the inherent attribute corresponding to the newly added equipment type exist in the measurement attribute and inherent attribute storage unit of the comprehensive energy public information model metadata base; if yes, ending; if not, the attribute import module imports the measurement attribute and the inherent attribute;
the device type importing module is used for importing the newly added device type into a device type storage unit of a comprehensive energy public information model metadata base;
and the attribute import module is used for adding the measurement attribute and the inherent attribute corresponding to the newly added equipment type and importing the measurement attribute and the inherent attribute into a measurement attribute and inherent attribute storage unit of a comprehensive energy public information model metadata base.
10. A computer-readable storage medium comprising executable instructions that, when executed by a processor of an electronic device, cause the processor to perform the method of any of claims 1-8.
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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112699146A (en) * 2020-12-31 2021-04-23 新奥数能科技有限公司 Data pushing method and device based on general information model, server and storage medium
CN113591158A (en) * 2021-07-23 2021-11-02 新奥数能科技有限公司 Method and device for processing newly added information of energy enterprise, computer equipment and medium
WO2022127574A1 (en) * 2020-12-14 2022-06-23 新奥数能科技有限公司 Method and apparatus for simulating past and future data, and terminal device

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102243676A (en) * 2011-07-13 2011-11-16 国电南瑞科技股份有限公司 Three-level modeling method of new energy comprehensive monitoring system
WO2012035617A1 (en) * 2010-09-14 2012-03-22 株式会社 東芝 Smart grid ontology update device
CN103218753A (en) * 2013-04-11 2013-07-24 国家电网公司 Modeling method and information interaction method of ultra-high voltage grid information model
CN109101685A (en) * 2018-07-03 2018-12-28 国电南瑞科技股份有限公司 A kind of multimedium energy device modeling method suitable for comprehensive energy managing and control system
CN110276155A (en) * 2019-06-28 2019-09-24 新奥数能科技有限公司 The artwork library method of integrated modeling and electronic equipment of comprehensive energy
CN110320878A (en) * 2019-07-24 2019-10-11 新奥数能科技有限公司 A kind of common information model construction method and device

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2012035617A1 (en) * 2010-09-14 2012-03-22 株式会社 東芝 Smart grid ontology update device
CN102243676A (en) * 2011-07-13 2011-11-16 国电南瑞科技股份有限公司 Three-level modeling method of new energy comprehensive monitoring system
CN103218753A (en) * 2013-04-11 2013-07-24 国家电网公司 Modeling method and information interaction method of ultra-high voltage grid information model
CN109101685A (en) * 2018-07-03 2018-12-28 国电南瑞科技股份有限公司 A kind of multimedium energy device modeling method suitable for comprehensive energy managing and control system
CN110276155A (en) * 2019-06-28 2019-09-24 新奥数能科技有限公司 The artwork library method of integrated modeling and electronic equipment of comprehensive energy
CN110320878A (en) * 2019-07-24 2019-10-11 新奥数能科技有限公司 A kind of common information model construction method and device

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022127574A1 (en) * 2020-12-14 2022-06-23 新奥数能科技有限公司 Method and apparatus for simulating past and future data, and terminal device
CN112699146A (en) * 2020-12-31 2021-04-23 新奥数能科技有限公司 Data pushing method and device based on general information model, server and storage medium
CN113591158A (en) * 2021-07-23 2021-11-02 新奥数能科技有限公司 Method and device for processing newly added information of energy enterprise, computer equipment and medium

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