Research on Yield Prediction Model Driven by Mechanism and Data Fusion

Research on Yield Prediction Model Driven by Mechanism and Data Fusion

Existing production forecasting methods often suffer from limited predictive accuracy due to their reliance on single-source data and the insufficient incorporation of physical principles. To address these challenges, this study proposes a mechanism–data fusion production forecasting model that inte...

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Bibliographic Details
Main Authors: Xin Meng, Xingyu Liu, Hancong Duan, Ze Hu, Min Wang
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Sensors
Subjects:
time-series forecasting
mechanistic model
production forecasting
transformer
Online Access:https://www.mdpi.com/1424-8220/25/6/1946
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