Title:
DIGITAL TWIN-BASED PRODUCTION LINE OPTIMIZATION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND MEDIUM
Document Type and Number:
WIPO Patent Application WO/2023/193458
Kind Code:
A1
Abstract:
The present application provides a digital twin-based production line optimization method and apparatus, an electronic device, and a medium. The digital twin-based production line optimization method comprises: obtaining historical production data of a factory, and training a factory dynamic model according to the historical production data to obtain a virtual data model; inputting test production data of the factory into the virtual data model to obtain a prediction result corresponding to the test production data; determining a predicted benefit value corresponding to the prediction result, and determining whether the predicted benefit value meets an effective condition; and when the predicted benefit value meets the effective condition, mapping production parameters corresponding to the virtual data model into a production line of the factory so as to optimize data of the production line of the factory.
Inventors:
CHEN LUCHENG (CN)
ZHUGE HUILING (CN)
ZHANG CHENGLONG (CN)
ZHOU JINGCHAO (CN)
WANG YONG (CN)
MENG XIANGXIU (CN)
LI XIAOLU (CN)
ZHUGE HUILING (CN)
ZHANG CHENGLONG (CN)
ZHOU JINGCHAO (CN)
WANG YONG (CN)
MENG XIANGXIU (CN)
LI XIAOLU (CN)
Application Number:
PCT/CN2022/136469
Publication Date:
October 12, 2023
Filing Date:
December 05, 2022
Export Citation:
Assignee:
COSMO INST OF INDUSTRIAL INTELLIGENCE QINGDAO CO LTD (CN)
HAIER DIGITAL TECH QINGDAO CO LTD (CN)
HAIER COSMO IOT ECOSYSTEM TECH CO LTD (CN)
HAIER SMART HOME CO LTD (CN)
HAIER DIGITAL TECH QINGDAO CO LTD (CN)
HAIER COSMO IOT ECOSYSTEM TECH CO LTD (CN)
HAIER SMART HOME CO LTD (CN)
International Classes:
G06N3/08; G06Q10/04; G06Q50/04
Foreign References:
| CN114493049A | 2022-05-13 | |||
| CN109933035A | 2019-06-25 | |||
| CN111597729A | 2020-08-28 | |||
| CN111898867A | 2020-11-06 | |||
| CN112785111A | 2021-05-11 | |||
| US11067970B1 | 2021-07-20 |
Attorney, Agent or Firm:
BEYOND ATTORNEYS AT LAW (CN)
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