A method and device for automatically generating industrial data

An automatic generation and industrial data technology, applied in the direction of electrical digital data processing, instrumentation, error detection/correction, etc., can solve problems such as low coverage rate, high test cost, and affecting the efficiency of software quality assurance, so as to increase the proportion and avoid manpower cost effect

Active Publication Date: 2021-10-12
中才邦业(杭州)智能技术有限公司
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Problems solved by technology

For large-scale and high-complexity platform software, the high test cost and low coverage rate caused by testing with limited industrial equipment test data defined manually will directly affect the efficiency of software quality assurance

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  • A method and device for automatically generating industrial data
  • A method and device for automatically generating industrial data

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Embodiment Construction

[0045] Specific embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings. It should be understood that the specific embodiments described here are only used to illustrate and explain the present invention, and are not intended to limit the present invention.

[0046] In order to overcome the problems in system testing, including the limitations, low efficiency and low coverage caused by using manually defined industrial data in algorithm testing. The invention provides a method and device for automatic generation of industrial data, including but not limited to a data sample set, a label library, a data matching container, a data shape model, a rule library, a data generator and a data distributor. First, the system predefines a complete label library and data sample set, and configures the composition and composition ratio of the data through the data matching container. Then according to the rule base and the data ...

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Abstract

The invention discloses a method and device for automatically generating industrial data, including a data sample set, a standard label library, a data matching container, a data shape model, a label data rule library, a label data generator and a label data distributor. First, the system predefines the complete standard label library and data sample set, and configures the composition and composition ratio of the data through the data matching container; then, according to the label data rule library and data shape model, the label data generator generates the characteristic label. Industrial production data; finally, the label data distributor distributes the sample data and characteristic data in the data specimen set to the corresponding database in a real-time and uninterrupted form according to different data sources and distribution frequencies. Therefore, the problems in the system testing are overcome, including the limitations, low efficiency and low coverage caused by using manually defined industrial data in the algorithm testing.

Description

technical field [0001] The invention relates to the fields of computer technology and big data, in particular to a method and device for automatically generating industrial data. Background technique [0002] With the development of the times, digital transformation has become a standard configuration for industrial enterprises to build industrial Internet platforms. Digitalization is the use of emerging digital technologies such as cloud computing, big data, and the Internet of Things to build a fully-sensing, fully-connected, and all-scenario digital industrial world. While the functions of industrial Internet platform products are constantly evolving, corresponding supporting testing technologies are required for functional testing and evaluation to ensure that the platform functions are correct, usable and stable. For large-scale and high-complexity platform software, the high test cost and low coverage rate caused by testing with limited industrial equipment test data ...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F11/36
CPCG06F11/3684
Inventor 章德强朱曙萍蒋超王璟琳葛玉伟李杨余意
Owner 中才邦业(杭州)智能技术有限公司
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