MEASURING OF TEMPERATURE IN STEEL BAR USING MACHINE VISION SYSTEM AND GENETIC ALGORITHM IN VARIABLE CONDITIONS

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ABBASGHOLIPOUR MAHDI; MOHAMMADI ALASTI BEHZAD; GHEZAVATI JALALEDDIN

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Journal: Journal of Advanced Processes in Materials Engineering Year:2016 | Volume:10 | Issue:2 (37) Page(s): 23-36

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Title

MEASURING OF TEMPERATURE IN STEEL BAR USING MACHINE VISION SYSTEM AND GENETIC ALGORITHM IN VARIABLE CONDITIONS

Author(s)

ABBASGHOLIPOUR MAHDI | MOHAMMADI ALASTI BEHZAD | GHEZAVATI JALALEDDIN | Issue Writer Certificate

Keywords

STEEL BARQ2

TEMPERATURE MEASURINGQ2

MACHINE VISIONQ2

IMAGE PROCESSINGQ2

THRESHOLDQ2

GENETIC ALGORITHMQ2

Abstract

The temperature measurement of STEEL BAR is a significant parameter in the hot-rolled steel processing. Furthermore, measuring of STEEL BAR temperature at real time requires an automatic intelligent electronic system such as MACHINE VISION system. In this study, a MACHINE VISION system is proposed (designed)to provide appropriate images of the STEEL BAR in furnace, process images based on discrimination THRESHOLDs and to extract feature (the temperature measurement of STEEL BAR). The THRESHOLD limit value for three different temperature ranges, (1200°C -1500°C), (900°C -1200°C) and (600°C -900°C) are assumed to be 1, 2 and 3, respectively, to investigate and analyze variable lighting conditions in HSI color space using GENETIC ALGORITHM (GA HSI). The performance analysis of proposed GA HSI reveals that color image segmentation by GA HSI and cluster analysis method have the same performance. Therefore, this method can overcome the effect of lighting conditions with acceptance of an error range.

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APA: Copy

ABBASGHOLIPOUR, MAHDI, MOHAMMADI ALASTI, BEHZAD, & GHEZAVATI, JALALEDDIN. (2016). MEASURING OF TEMPERATURE IN STEEL BAR USING MACHINE VISION SYSTEM AND GENETIC ALGORITHM IN VARIABLE CONDITIONS. ADVANCED PROCESSES IN MATERIALS, 10(2 (37)), 23-36. SID. https://sid.ir/paper/172533/en

Vancouver: Copy

ABBASGHOLIPOUR MAHDI, MOHAMMADI ALASTI BEHZAD, GHEZAVATI JALALEDDIN. MEASURING OF TEMPERATURE IN STEEL BAR USING MACHINE VISION SYSTEM AND GENETIC ALGORITHM IN VARIABLE CONDITIONS. ADVANCED PROCESSES IN MATERIALS[Internet]. 2016;10(2 (37)):23-36. Available from: https://sid.ir/paper/172533/en

IEEE: Copy

MAHDI ABBASGHOLIPOUR, BEHZAD MOHAMMADI ALASTI, and JALALEDDIN GHEZAVATI, “MEASURING OF TEMPERATURE IN STEEL BAR USING MACHINE VISION SYSTEM AND GENETIC ALGORITHM IN VARIABLE CONDITIONS,” ADVANCED PROCESSES IN MATERIALS, vol. 10, no. 2 (37), pp. 23–36, 2016, [Online]. Available: https://sid.ir/paper/172533/en

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