Discussion of Lean Modelling Approaches for Powertrains of Combine Harvesters

Modelling powertrains on modern combine harvesters can become a task of enhanced complexity. The polymorphic form and branched design of both mechanical and hydraulic transmission parts make recording and modelling single power flows a significant effort. To find a practical way for modelling of principal loads on an existing machine, this paper therefore presents an alternative approach. The goal is to reduce efforts regarding measurement equipment as well as data analysis in the following modelling process. By introducing conceptual guidelines for lean modelling, an approach is presented that allows a simplified modelling of loads on powertrains of modern combine harvesting machinery. By utilizing it on exemplary machine data its potential and possible use cases are discussed.

Publication Details

Journal
SHILAP Revista de lepidopterología
Published
2025-07-04
DOI
https://doi.org/10.15150/ae.2025.3336
Primary Topic
Forest Biomass Utilization and Management
Type
article
Field-Weighted Citation Impact
0.00
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article

Discussion of Lean Modelling Approaches for Powertrains of Combine Harvesters

SHILAP Revista de lepidopterología
Forest Biomass Utilization and Management
article

Discussion of Lean Modelling Approaches for Powertrains of Combine Harvesters

article en

Abstract

Modelling powertrains on modern combine harvesters can become a task of enhanced complexity. The polymorphic form and branched design of both mechanical and hydraulic transmission parts make recording and modelling single power flows a significant effort. To find a practical way for modelling of principal loads on an existing machine, this paper therefore presents an alternative approach. The goal is to reduce efforts regarding measurement equipment as well as data analysis in the following modelling process. By introducing conceptual guidelines for lean modelling, an approach is presented that allows a simplified modelling of loads on powertrains of modern combine harvesting machinery. By utilizing it on exemplary machine data its potential and possible use cases are discussed.

SHILAP Revista de lepidopterología
Affordable and clean energy
Openalex Percentile: Top 53%
Forest Biomass Utilization and Management
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