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Method for generating at least one recommendation

A generator and learning method technology, applied in neural learning methods, biological neural network models, speech analysis, etc., to achieve the effect of optimized diagnosis

Pending Publication Date: 2020-05-08
西门子能源全球两合公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, dialogue cannot be achieved through a general scheme

Method used

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  • Method for generating at least one recommendation
  • Method for generating at least one recommendation
  • Method for generating at least one recommendation

Examples

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Embodiment Construction

[0036] figure 1 A flowchart of a method for generating at least one recommendation 40 according to the invention is illustrated. First, the generator unit 20 receives a case embedding 30, S1. Case embeddings 30 can be computed for specific cases or situations. Typically, case embeddings are obtained based on deep learning30.

[0037] Then, one or more recommendations 40 are generated based on the case embeddings 30 using a deep learning scheme, S2. Therefore, different deep learning schemes such as LSTM or GAN can be utilized. For example, LSTMs are particularly well suited for processing text data or audio data, similar to Google Translate or Deepjazz respectively.

[0038] Finally, the recommendation 40 is output S3. Recommendation 40 can serve as a textual description of the solution along with a schematic detailing the text Figure 1 are output to the user. In this way, the diagnostic engineer, as an exemplary user, advantageously alleviates, according to the prior ...

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Abstract

The present invention relates to method for generating at least one recommendation, comprising the steps of receiving a case embedding, generating the at least one recommendation based on the case embedding using deep learning and outputting the at least one recommendation. Further, the present invention relates to a generator unit, a device and a computer program product.

Description

technical field [0001] The invention relates to a method for generating at least one recommendation, a corresponding generator unit, a device for generating at least one recommendation and a corresponding computer program product. Background technique [0002] In practice, remote monitoring and diagnosis of rotating equipment is essential. Remote diagnosis of gas turbines is a complex task, which can be divided into three steps: (1) detection, (2) isolation, and (3) diagnosis. Recently, there has been a growing demand for systemic solutions aimed at plant process safety, increased reliability and availability, reduced maintenance costs, and continuous awareness of equipment health status. This requirement challenges the existing tool environment, which is often based on the adoption of condition monitoring solutions and expert systems. Specifically, fault detection, fault isolation, fault mechanism definition, and diagnostic definition as part of systematic diagnostics are...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N3/04G06N5/02
CPCG06N5/022G06N3/044G06N3/045G06N3/08G10L19/018
Inventor T.胡鲍尔G.贝基尼C.卡尔逊
Owner 西门子能源全球两合公司