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32 results about "Code migration" patented technology

Code migration is the movement of programming code from one system to another. There are three distinct levels of code migration with increasing complexity, cost and risk. Simple migration involves the movement from language to a newer version.

Fault diagnosis method based on shafting rotation speed large fluctuation of automatic encoder

The invention discloses a fault diagnosis method based on the shafting rotation speed large fluctuation of an automatic encoder. The method comprises the steps of 1, carrying out fast Fourier transformation and amplitude normalization on samples which belong to a rotation speed 1 and a rotation speed 2 in a source domain and a target domain respectively; 2, training the automatic encoder by meansof the signal of the rotation speed 1; 3, adding the MMD penalty term automatic coding migration learning algorithm to the automatic coding algorithm, and carrying out training by utilizing training samples with the two rotation speeds; 4, training a softmax characteristic classifier added with the MMD penalty term to classify extracted features. In this way, the fault diagnosis can be achieved onfault signals which are not known to the rotation speed 2. According to the invention, the intelligent diagnosis is carried out on fault signals in the large-rotating-speed fluctuation state throughthe migration learning algorithm. By introducing the MMD penalty term, the accuracy of a model after the source domain sample training is improved for the target domain sample is improved, so that intelligent fault diagnosis under the large fluctuation condition of the rotation speed is achieved.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

A Fault Diagnosis Method Based on Autoencoder for Large Shafting Speed ​​Fluctuation

The invention discloses a fault diagnosis method based on the shafting rotation speed large fluctuation of an automatic encoder. The method comprises the steps of 1, carrying out fast Fourier transformation and amplitude normalization on samples which belong to a rotation speed 1 and a rotation speed 2 in a source domain and a target domain respectively; 2, training the automatic encoder by meansof the signal of the rotation speed 1; 3, adding the MMD penalty term automatic coding migration learning algorithm to the automatic coding algorithm, and carrying out training by utilizing training samples with the two rotation speeds; 4, training a softmax characteristic classifier added with the MMD penalty term to classify extracted features. In this way, the fault diagnosis can be achieved onfault signals which are not known to the rotation speed 2. According to the invention, the intelligent diagnosis is carried out on fault signals in the large-rotating-speed fluctuation state throughthe migration learning algorithm. By introducing the MMD penalty term, the accuracy of a model after the source domain sample training is improved for the target domain sample is improved, so that intelligent fault diagnosis under the large fluctuation condition of the rotation speed is achieved.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Terminal energy-saving method and system based on code migration in mobile cloud environment

The invention discloses a terminal energy-saving method and system based on code migration in a mobile cloud environment, including: measuring the power and instruction execution speed of each device in the mobile cloud environment at different frequencies, and obtaining the current frequency, load and network transmission rate of the device, etc. ; If the current frequency of the existing device is lower than the highest frequency of the device, then calculate and update the code migration strategy, if the new code migration strategy is more energy-efficient, then update the output code migration strategy; assuming that the lowest frequency device is increased by one frequency level, and then the task is changed from The non-lowest frequency devices are migrated to the lowest frequency devices. If the task energy saving is achieved and the performance constraints are satisfied, the lowest frequency devices will be added to the candidate frequency modulation devices; if the set of candidate frequency modulation devices is empty, all the lowest frequency devices will be increased by one frequency level, otherwise Select the most energy-efficient device from the lowest-frequency device set and configure it to increase a frequency level. The method of the invention can reduce energy consumption by an average of about 20% on the premise of ensuring the performance of application codes.
Owner:HUAZHONG UNIV OF SCI & TECH

Front-end component development system

The invention discloses a front-end component development system, which comprises a front-end component development platform, a front-end component management library and a dependent resource management library, the front-end component development platform is used for creating a current front-end component and sending a source file of the current front-end component and an executable file of the current front-end component to the front-end component management library, and the source file of the current front-end component comprises a resource dependency relationship of the current front-end component and a storage address of a dependent resource; the front-end component management library is used for storing and managing source files of front-end components and executable files of the front-end components, and the front-end components comprise the current front-end component; and the dependent resource management library is used for storing and managing dependent resources which the current front-end component depends on. The problem that an existing reusable component is opaque in information, complex in operation and depends on a local compiler is solved, and the beneficial effects that the risk of code migration is reduced, the process of component reuse is simplified, the method does not depend on the local compiler, and the requirement for the running environment is low are achieved.
Owner:EVERSEC BEIJING TECH
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