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All Journal Journal of Applied Electrical Engineering Indonesian Journal of Innovation Multidisipliner Research Indonesian Journal of Innovation Multidisipliner Research
Dianita Wardani
Politeknik Perkapalan Negeri Surabaya, Surabaya, Indonesia
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Penggunaan Metode Image Processing Sebagai Alat Karakterisasi Hasil Pelapisan pada Lambung Kapal Dianita Wardani; Imah Luluk K; M Rizal Fahmi; Agus Khumaidi; Basuki Rahmat; Nur Aini Aziza; Widya Rika Puspita
Journal of Applied Electrical Engineering Vol. 7 No. 1 (2023): JAEE, June 2023
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaee.v7i1.5435

Abstract

Indonesia is a maritime country that has a large territorial water, one of the efforts to protect the ship's hull from corrosion is by using coating technology. In this research, the process of characterizing the results of image processing on the hull was carried out to determine the corrosion level of the hull. 4 stages of the process, including: Taking samples and images of the layers of the ship parts that need maintenance and coating. In making a prototype, the coating results are assembled using the mini PCNVIDIA Jatson Nano using a webcam, then the images obtained will be processed using Edge detection uses a cany to obtain the contours of the bilge cross section of the ship. Next, using the Neural Network as an artificial material to create images captured from the captured prototype results on the results of coating or coating on the observed parts of the ship. The results of various image captures are processed and observed for shapes, patterns, contours, corrosion and coatings that are formed. The image processing method can be used as an inspection method for coating results with readings on data and software with 2 readings on data, namely reject or accept. Gradient values "‹"‹are related to changes in MSE, so gradient values "‹"‹cannot be used as a reference to justify model performance. With the addition of iterations, the value of the neural network and neural targets produced is linear.
Coating Inspection on Sea Transportation Equipment (Ship) Using Image Processing Dianita Wardani; Agus Khumaidi; Rizal Fahmi; Imah Luluk Kusminah; Basuki Rahmat
Indonesian Journal of Innovation Multidisipliner Research Vol. 2 No. 2 (2024): April - Juni
Publisher : Institute of Advanced Knowledge and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69693/ijim.v2i2.133

Abstract

Research in the last decade, particularly in this research there are methods and steps for completion, namely 4 process steps, including: First of all, take samples and image data from the parts of the ship that are being repaired and maintained, Then, in making the prototype tool resulting from the coating, it is assembled using several tools, mini PC is installed with a web camera, next the image for the observation further processes and processed using the edge method contours detection with the help of cany to obtain the contrast and contour from the ship's hull. For next process, uses Neural Network for image creation processes taken from prototype plating or plating on observed ship parts. Some mixed results from the process. The images taken areand thenthe data obtained is processed and its form is observedfor shape, pattern,corrosion, contour and so on layers formed. There are two classifications of RGB and GLCM results, the rejected results can match the corrosion spot found on the hull, and the accepted results mean no corrosion spot found.
Coating Inspection on Sea Transportation Equipment (Ship) Using Image Processing Dianita Wardani; Agus Khumaidi; Rizal Fahmi; Imah Luluk Kusminah; Basuki Rahmat
Indonesian Journal of Innovation Multidisipliner Research Vol. 2 No. 2 (2024): April - Juni
Publisher : Institute of Advanced Knowledge and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69693/ijim.v2i2.133

Abstract

Research in the last decade, particularly in this research there are methods and steps for completion, namely 4 process steps, including: First of all, take samples and image data from the parts of the ship that are being repaired and maintained, Then, in making the prototype tool resulting from the coating, it is assembled using several tools, mini PC is installed with a web camera, next the image for the observation further processes and processed using the edge method contours detection with the help of cany to obtain the contrast and contour from the ship's hull. For next process, uses Neural Network for image creation processes taken from prototype plating or plating on observed ship parts. Some mixed results from the process. The images taken areand thenthe data obtained is processed and its form is observedfor shape, pattern,corrosion, contour and so on layers formed. There are two classifications of RGB and GLCM results, the rejected results can match the corrosion spot found on the hull, and the accepted results mean no corrosion spot found.
Co-Authors Agus Khumaidi Agus Khumaidi Basuki Rahmat Basuki Rahmat Imah Luluk K Imah Luluk Kusminah M Rizal Fahmi Nur Aini Aziza Rizal Fahmi Widya Rika Puspita