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Fuzzy analytic hierarchy process-based robot cleaner intelligent characteristic grade evaluation method

A fuzzy analytic hierarchy process and sweeping robot technology, applied in the field of high-level evaluation, can solve the problems of lack of unified and standardized evaluation methods for intelligent characteristics and intelligence, and achieve the effect of leading purchase and consumption

Inactive Publication Date: 2017-12-12
VKAN CERTIFICATION & TESTING
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Problems solved by technology

The sweeping robot integrates many disciplines such as mechanics, electronic technology, sensor technology, control technology, robotics technology and artificial intelligence. At present, its intelligent characteristics and intelligence degree lack a unified standardized evaluation method. This invention aims to solve this problem. To provide a method for evaluating the intelligent characteristics of sweeping robots based on fuzzy hierarchical analysis

Method used

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  • Fuzzy analytic hierarchy process-based robot cleaner intelligent characteristic grade evaluation method
  • Fuzzy analytic hierarchy process-based robot cleaner intelligent characteristic grade evaluation method
  • Fuzzy analytic hierarchy process-based robot cleaner intelligent characteristic grade evaluation method

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Embodiment Construction

[0041] The present invention will be further described in detail below with reference to the accompanying drawings and specific embodiments.

[0042] The following embodiment is the specific evaluation process of the intelligent feature level of a typical cleaning robot product, please refer to the attached figure 1 .

[0043] S1: Establish a multi-level structure of intelligent feature grade evaluation index system

[0044] S1-1) Use market research, user questionnaire surveys, and manufacturers to provide product information and technical documents to obtain intelligent product descriptions such as intelligent technology, product functional characteristics, and user experience as evaluation data to determine the robot's intelligence Feature level evaluation index set.

[0045] S1-2) Qualitative description and analysis of the collected evaluation data, and establishment of such as figure 1 The shown multi-level structure of intelligent feature grade evaluation index syste...

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Abstract

The invention relates to a fuzzy analytic hierarchy process-based robot cleaner intelligent characteristic grade evaluation method. The method comprises the following steps of: S1, establishing an intelligent characteristic grade evaluation index system of a multilayer structure; S2, determining weight vectors of all levels of evaluation indexes of the index system by using an analytic hierarchy process; S3, determining a fuzzy judgement matrix of each evaluation index by using a fuzzy comprehensive judgement method; S4, carrying out compositional operation on the weight vectors, determined by using the analytic hierarchy process, of the indexes and the fuzzy judgement matrixes determined by using the fuzzy comprehensive judgement method so as to determine a fuzzy relationship matrix; and S5, normalizing the fuzzy relationship matrix, and determining robot cleaner intelligent characteristic grades according to a maximum membership degree principle. According to the method, scientific and reasonable evaluation is carried out on robot cleaner intelligent characteristic grades, so that references are provided for enterprise production, market supervision and consumer selective purchasing, and referential significance is provided for the evaluation and research of intelligent degrees of other intelligent household appliances.

Description

technical field [0001] The invention relates to a method for evaluating the intelligent characteristic level of a sweeping robot. Background technique [0002] With the popularization of various home appliances in the market, the intelligentization of home appliances has begun to become the goal of people's pursuit of a higher quality of life. Consumers' awareness of intelligent products has gradually increased, and personalized needs have become more prominent. The application has promoted the development of smart home appliances such as refrigerators, air conditioners, washing machines, and vacuum cleaners. While the popularity of the smart home appliance industry is increasing, due to the wide range of smart home appliances, many types of products and diverse personalized needs, and the standard system for related smart home appliances has not yet been perfected, some "pseudo-smart" home appliances in the guise of "smart" It also quietly entered the market, resulting in ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06Q50/10A47L11/24
CPCA47L11/24G06Q10/06393G06Q50/10
Inventor 李岳洪凌宏浩胡恒莹陈灿坤宋开航
Owner VKAN CERTIFICATION & TESTING
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