RADIALINĖS KRYPTIES PEAK-TO-PEAK POSLINKIO INTERVALAI KAIP PROCESINIS PAVIRŠIAUS ŠIURKŠTUMO PRIEŽIŪROS KRITERIJUS BAIGIAMAJAME EN AW-2011 ALIUMINIO LYDINIO TEKINIME
DOI:
https://doi.org/10.56131/tmt.2026.6.1.429Esminiai žodžiai:
turning, surface roughness, EN AW-2011, peak-to-peak displacement, vibration monitoring, process supervisionAnotacija
This article presents a practical process-supervision interpretation of a broader calibration analysis that relates low-frequency radial (i.e., normal-direction) peak-to-peak displacement to surface roughness in finish turning of EN AW-2011 aluminum alloy. The study uses only a 190-record synchronized displacement-roughness analysis subset obtained in one controlled machine-tool-sensor setup. The regression calibration showed very strong within-dataset relations: Ra = 14,204 + 24,191V (R² = 0,9929, RMSE = 0,052 µm) and Rz = 63,207 + 105,253V (R² = 0,9905, RMSE = 0,264 µm). For operational interpretation, displacement values were divided into three empirical bands: low, medium, and high. Mean roughness increased monotonically across these bands, from Ra = 14,512 µm and Rz = 64,547 µm in the low band to Ra = 16,076 µm and Rz = 71,362 µm in the high band. An additional one-way ANOVA confirmed statistically significant differences between the bands (p < 0,001). The results support the use of displacement bands as a setup-specific warning logic for roughness-related supervision. However, the bands should not be treated as universal limits, because the data represent one time-ordered calibration sequence, and no independent validation set was used.
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Autorių teisės (c) 2026 Renata Jackuvienė, Rimas Karpavičius

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