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Agricultural Equipment Design Optimization Based on the Inversion Method
DOI:10.3390/agriculture12091410.png)
摘要
En 中文
A representative statistical analysis of the operational information of the reliability of tillage units, which have operating devices with an oscillating motion, was carried out. The results of the working condition of thirteen cultivators in operation, with an accumulated operating time of more than 280 thousand hectares, were considered. A field investigation was carried out in seven regions in Ukraine, characterizing various edaphoclimatic conditions. The occurrence of sudden failures due to the fracture of the elastic struttings of cultivator operating devices was established. There were 42 sudden failures among 260 tested struttings. The inversion method was proposed to determine the elastic elements' loading parameters being a combination of the theoretical reliability model, which was adapted to the probability of failure-free operation prediction due to the fact of sudden failures, and statistical model-specific indicators that were obtained depending on the operating elastic struttings. The given approach, based on the evaluation of the operating tillage units, made it possible to determine the impact of the load on the existing designs of the machines and their elements leading to the sudden failures. It was possible to present such an influence in the form of a probabilistically justified reserve factor, which had an empirical basis and allowed for the design of the next generation of technical systems and their elements to correct the theoretically assumed load value. Constructive and technological changes in the design, based on the approach described in this article, provide an opportunity to manage the level of reliability for economic and image reasons.
Keyword:
inversion method
mechanical reliability
elastic element
extreme load
probability of failure-free operation
load factor
期刊
IF:
3.6
论文数:
1.3W
被引数:
2.8W
机构
引用论文
A new adaptive sequential sampling method to construct surrogate models for efficient reliability analysis一种新的自适应顺序抽样方法来构造代理模型以进行有效的可靠性分析
A new reliability method for small failure probability problems by combining the adaptive importance sampling and surrogate models结合自适应重要性抽样和代理模型的小失效概率问题的新可靠性方法


