{"id":10142085,"date":"2024-03-24T23:57:39","date_gmt":"2024-03-25T04:57:39","guid":{"rendered":"https:\/\/www.erbessd-instruments.com\/?p=10142085"},"modified":"2025-07-08T12:29:56","modified_gmt":"2025-07-08T17:29:56","slug":"vibration-analysis-of-a-hyundai-sonata-internal-combustion-engine-with-dragon-vision-2","status":"publish","type":"post","link":"https:\/\/www.erbessd-instruments.com\/de\/case-studies\/vibration-analysis-of-a-hyundai-sonata-internal-combustion-engine-with-dragon-vision-2\/","title":{"rendered":"Vibration analysis in a Hyundai Sonata internal combustion engine with Dragon Vision"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"10142085\" class=\"elementor elementor-10142085 elementor-10104717\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-b678b23 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b678b23\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2e5e091\" data-id=\"2e5e091\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-deb0f48 elementor-widget elementor-widget-heading\" data-id=\"deb0f48\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-xl\">Vibration Analysis in a Hyundai Sonata Internal Combustion Engine With Dragon Vision<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b91751 elementor-widget-divider--view-line_text elementor-widget-divider--element-align-center elementor-widget elementor-widget-divider\" data-id=\"7b91751\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<span class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\t<span style=\"white-space-collapse: collapse;\">STEP 1 - PROBLEM<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f9f0bb elementor-widget elementor-widget-text-editor\" data-id=\"7f9f0bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Combustion processes and impurities in the fuel affect the useful life of the internal combustion engine, thus it suffers a series of degradations, due to its frequency of use, long operation periods, deterioration of its moving parts and lack of maintenance; consequently, if corrective actions are not carried out once these deteriorations occur, the engine will not be able to operate normally, leading to a decrease in its performance and a shorter useful life.<\/p><p>For this, it is proposed to apply predictive maintenance using vibration analysis through an innovative program called DragonVision\u00ae, which bases its analysis from a cell phone video recording; avoiding the assembly of equipment and trained personnel that are commonly required for vibration analysis, making this project a feasible and reliable proposal as the main diagnosis in vibration analysis.<\/p><p>This software uses a reference pattern, which consists in longitudinally measuring any element of the engine in favor of the view of the recorded video, that is, the measurement of the element in the \u201cX\u201d or \u201cY\u201d axis depending on the geometry of the same, such measurement intervenes in the video processing, since it assimilates the depth and dimensions of the internal combustion engine.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b93edb7 elementor-widget-divider--view-line_text elementor-widget-divider--element-align-center elementor-widget elementor-widget-divider\" data-id=\"b93edb7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<span class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\t<span style=\"white-space-collapse: collapse;\">STEP 2 - TECHNOLOGY IMPLEMENTATION<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-285c7bd elementor-widget elementor-widget-text-editor\" data-id=\"285c7bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4 style=\"text-align: left;\">1 &#8211; Location of Test Tube for Video Recording<\/h4><p>In the experiment a test tube was placed with a mesh, the same that consists of three views: a view with a yellow and red sectioned part, another view with a complete black part, two gray colored flat squares, and two of color, yellow and red respectively; and a last solid view of whole gray color, since when performing the analysis in the software the test tube facilitates the location of the points that correspond to the ends of this mesh when considering them as reference points, and can run the analysis in a more effective way.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b5d8ff elementor-widget elementor-widget-image\" data-id=\"6b5d8ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"356\" height=\"201\" src=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen1.jpg\" class=\"attachment-2048x2048 size-2048x2048 wp-image-10142122\" alt=\"\" srcset=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen1.jpg 356w, https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen1-300x169.jpg 300w\" sizes=\"(max-width: 356px) 100vw, 356px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c73a4d8 elementor-widget elementor-widget-spacer\" data-id=\"c73a4d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c1418b elementor-widget elementor-widget-text-editor\" data-id=\"0c1418b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4 style=\"text-align: left;\"><strong>2 &#8211; <\/strong>Environment Adapting Sequence for Video Acquisition<\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3cacb7e elementor-widget elementor-widget-text-editor\" data-id=\"3cacb7e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Here the environment conditioning sequence for video acquisition is shown, starting with the Phopik lighting equipment implementation in order to provide greater luminosity to the study element, which offers 3 colors of lights: warm, white and cold; with the help of the lux-meter it was determined and verified that the white light color offers greater amount of lumens with respect to the other colors, at the same time, the location of the tripod was performed verifying the flatness of the contact surface, in order to attenuate the vibrations foreign to the study element and finally, the fixation of the cell phone configured with the resolution and frames supporting the experiment.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e94a95b elementor-widget elementor-widget-image\" data-id=\"e94a95b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"541\" height=\"160\" src=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen2.jpg\" class=\"attachment-large size-large wp-image-10142125\" alt=\"\" srcset=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen2.jpg 541w, https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen2-300x89.jpg 300w\" sizes=\"(max-width: 541px) 100vw, 541px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f491ab elementor-widget elementor-widget-spacer\" data-id=\"8f491ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-05fc26c elementor-widget elementor-widget-text-editor\" data-id=\"05fc26c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4 style=\"text-align: left;\"><strong>3 &#8211;\u00a0<\/strong>Procedure for Data Processing in the DragonVision\u00ae Program<\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ffa7f6 elementor-widget elementor-widget-text-editor\" data-id=\"3ffa7f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>I<\/strong>. First, a video shot of the object under study, in this case the internal combustion engine with a spark ignition, is captured, and the video is transferred from the cell phone to the laptop computer.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb957f8 elementor-widget elementor-widget-image\" data-id=\"fb957f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"549\" height=\"67\" src=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen3.jpg\" class=\"attachment-large size-large wp-image-10142128\" alt=\"\" srcset=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen3.jpg 549w, https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen3-300x37.jpg 300w\" sizes=\"(max-width: 549px) 100vw, 549px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e112484 elementor-widget elementor-widget-text-editor\" data-id=\"e112484\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>II<\/strong> . Then start the software and the main window is displayed in which the videos for analysis or projects that have already been completed can be loaded.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43d18eb elementor-widget elementor-widget-image\" data-id=\"43d18eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"519\" height=\"278\" src=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen4.jpg\" class=\"attachment-large size-large wp-image-10142131\" alt=\"\" srcset=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen4.jpg 519w, https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen4-300x161.jpg 300w\" sizes=\"(max-width: 519px) 100vw, 519px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f5111aa elementor-widget elementor-widget-text-editor\" data-id=\"f5111aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>III<\/strong>. Upload into the software the videos for analysis through the \u201c<strong>Upload\u201d\u00a0<\/strong>folder, then click on the open button allowing the video to be completely loaded into the software.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a6f453 elementor-widget elementor-widget-image\" data-id=\"2a6f453\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"585\" height=\"311\" src=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen5.jpg\" class=\"attachment-large size-large wp-image-10142134\" alt=\"\" srcset=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen5.jpg 585w, https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen5-300x159.jpg 300w\" sizes=\"(max-width: 585px) 100vw, 585px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5db2570 elementor-widget elementor-widget-text-editor\" data-id=\"5db2570\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>IV<\/strong>. Once the video is completely loaded con the software, go to the targets section.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed243f3 elementor-widget elementor-widget-image\" data-id=\"ed243f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"560\" height=\"297\" src=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen6.jpg\" class=\"attachment-large size-large wp-image-10142137\" alt=\"\" srcset=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen6.jpg 560w, https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen6-300x159.jpg 300w\" sizes=\"(max-width: 560px) 100vw, 560px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8fbb167 elementor-widget elementor-widget-text-editor\" data-id=\"8fbb167\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>V.<\/strong> After selecting the area to be analyzed, click on the \u201c<strong>Add Targets<\/strong>\u201d button, which will generate analysis points that refer to the moving points, i.e. those that will be in motion when the internal combustion engine is running.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-889f03d elementor-widget elementor-widget-image\" data-id=\"889f03d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"545\" height=\"294\" src=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen7.jpg\" class=\"attachment-large size-large wp-image-10142140\" alt=\"\" srcset=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen7.jpg 545w, https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen7-300x162.jpg 300w\" sizes=\"(max-width: 545px) 100vw, 545px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f5c0d3 elementor-widget elementor-widget-text-editor\" data-id=\"9f5c0d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>VI<\/strong>. Once the analysis points are set, it is necessary to select in the \u201c<strong>Frame Rate<\/strong>\u201d button the frames per second at which the engine video was captured.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d8a8cf elementor-widget elementor-widget-image\" data-id=\"6d8a8cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"526\" height=\"284\" src=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen8.jpg\" class=\"attachment-large size-large wp-image-10142143\" alt=\"\" srcset=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen8.jpg 526w, https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen8-300x162.jpg 300w\" sizes=\"(max-width: 526px) 100vw, 526px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-964296c elementor-widget elementor-widget-text-editor\" data-id=\"964296c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>VII<\/strong>. After we select the FPS of the captured video, start the analysis process by clicking on the \u201c<strong>Process Vibration<\/strong>\u201d button and waiting while the software processes the information.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ff5ed8 elementor-widget elementor-widget-image\" data-id=\"3ff5ed8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"547\" height=\"294\" src=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen9.jpg\" class=\"attachment-large size-large wp-image-10142146\" alt=\"\" srcset=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen9.jpg 547w, https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen9-300x161.jpg 300w\" sizes=\"(max-width: 547px) 100vw, 547px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1818536 elementor-widget elementor-widget-text-editor\" data-id=\"1818536\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>VIII<\/strong>. Once the processing is finished, you can view a graph of the spectra by clicking on the \u201c<strong>Show TWF\/FFT<\/strong>\u201d section.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a38e570 elementor-widget elementor-widget-image\" data-id=\"a38e570\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"563\" height=\"299\" src=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen10.jpg\" class=\"attachment-large size-large wp-image-10142149\" alt=\"\" srcset=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen10.jpg 563w, https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen10-300x159.jpg 300w\" sizes=\"(max-width: 563px) 100vw, 563px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7750379 elementor-widget elementor-widget-text-editor\" data-id=\"7750379\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>IX.<\/strong> Below are the graphs corresponding to a vibration signal of a selected point in the video. In the upper left part are the points selected in the video, each of them shows its own vibration signal. The signal shown in the upper part corresponds to the distance as a function of time and the lower graph shows the spectrum of the vibration signal, where the vertical axis represents distance and the horizontal ones, cycles per second (CPM) or Hertz (HZ).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aeb560f elementor-widget elementor-widget-image\" data-id=\"aeb560f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"589\" height=\"266\" src=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen11.jpg\" class=\"attachment-large size-large wp-image-10142152\" alt=\"\" srcset=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen11.jpg 589w, https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Imagen11-300x135.jpg 300w\" sizes=\"(max-width: 589px) 100vw, 589px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82877eb elementor-widget elementor-widget-spacer\" data-id=\"82877eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0683565 elementor-widget elementor-widget-text-editor\" data-id=\"0683565\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4 style=\"text-align: left;\"><strong>4 &#8211;<\/strong><strong>APPLIED TECHNOLOGIES RESULTS<\/strong><\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0104630 elementor-widget elementor-widget-text-editor\" data-id=\"0104630\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<table width=\"622\">\n    <tbody>\n    <tr>\n    <td colspan=\"6\" width=\"622\">\n    <p style=\"text-align: center;\"><strong>MCI (Normal Condition)<\/strong><\/p>\n    <\/td>\n    <\/tr>\n    <tr>\n    <td width=\"103\">\n    <p style=\"text-align: center;\"><strong>Element<\/strong><\/p>\n    <\/td>\n    <td style=\"text-align: center;\" width=\"104\"><strong>View<\/strong><\/td>\n    <td style=\"text-align: center;\" width=\"104\"><strong>Position<\/strong><\/td>\n    <td style=\"text-align: center;\" width=\"104\"><strong>Axis<\/strong><\/td>\n    <td style=\"text-align: center;\" width=\"104\"><strong>Vibration signal frequency value <\/strong><strong>[Hz]<\/strong><\/td>\n    <td width=\"104\">\n    <p style=\"text-align: center;\"><strong>Video signal frecuency value <\/strong><strong>[Hz]<\/strong><\/p>\n    <\/td>\n    <\/tr>\n    <tr>\n    <td width=\"103\">\n    <p style=\"text-align: center;\">Camshaft<\/p>\n    <\/td>\n    <td style=\"text-align: center;\" width=\"104\">Lateral<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Horizontal<\/td>\n    <td style=\"text-align: center;\" width=\"104\">X<\/td>\n    <td style=\"text-align: center;\" width=\"104\">8.5<\/td>\n    <td style=\"text-align: center;\" width=\"104\">9<\/td>\n    <\/tr>\n    <tr>\n    <td width=\"103\">\n    <p style=\"text-align: center;\">Crankshaft<\/p>\n    <\/td>\n    <td style=\"text-align: center;\" width=\"104\">Lateral<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Horizontal<\/td>\n    <td style=\"text-align: center;\" width=\"104\">X<\/td>\n    <td style=\"text-align: center;\" width=\"104\">17<\/td>\n    <td style=\"text-align: center;\" width=\"104\">19<\/td>\n    <\/tr>\n    <tr>\n    <td style=\"text-align: center;\" width=\"103\">Combusting piston<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Lateral<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Horizontal<\/td>\n    <td style=\"text-align: center;\" width=\"104\">X<\/td>\n    <td style=\"text-align: center;\" width=\"104\">34<\/td>\n    <td width=\"104\">\n    <p style=\"text-align: center;\">38<\/p>\n    <\/td>\n    <\/tr>\n    <tr>\n    <td colspan=\"6\" width=\"622\">\n    <p style=\"text-align: center;\"><strong>MCI\u00a0 (FIRST INJECTOR FAILURE)<\/strong><\/p>\n    <\/td>\n    <\/tr>\n    <tr>\n    <td width=\"103\">\n    <p style=\"text-align: center;\">Camshaft<\/p>\n    <\/td>\n    <td style=\"text-align: center;\" width=\"104\">Upper<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Vertical<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Y<\/td>\n    <td style=\"text-align: center;\" width=\"104\">7.16<\/td>\n    <td style=\"text-align: center;\" width=\"104\">7<\/td>\n    <\/tr>\n    <tr>\n    <td width=\"103\">\n    <p style=\"text-align: center;\">Crankshaft<\/p>\n    <\/td>\n    <td style=\"text-align: center;\" width=\"104\">Upper<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Vertical<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Y<\/td>\n    <td style=\"text-align: center;\" width=\"104\">14.17<\/td>\n    <td style=\"text-align: center;\" width=\"104\">14<\/td>\n    <\/tr>\n    <tr>\n    <td style=\"text-align: center;\" width=\"103\">\n    <p style=\"text-align: center;\">Combusting piston<\/p>\n    <\/td>\n    <td style=\"text-align: center;\" width=\"104\">Upper<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Vertical<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Y<\/td>\n    <td style=\"text-align: center;\" width=\"104\">28.33<\/td>\n    <td width=\"104\">\n    <p style=\"text-align: center;\">29<\/p>\n    <\/td>\n    <\/tr>\n    <tr>\n    <td style=\"text-align: center;\" width=\"103\">Cams<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Upper<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Vertical<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Y<\/td>\n    <td style=\"text-align: center;\" width=\"104\">56.67<\/td>\n    <td width=\"104\">\n    <p style=\"text-align: center;\">57<\/p>\n    <\/td>\n    <\/tr>\n    <tr>\n    <td colspan=\"6\" width=\"622\">\n    <p style=\"text-align: center;\"><strong>MCI\u00a0 (COIL FAILURE)<\/strong><\/p>\n    <\/td>\n    <\/tr>\n    <tr>\n    <td width=\"103\">\n    <p style=\"text-align: center;\">Camshaft<\/p>\n    <\/td>\n    <td style=\"text-align: center;\" width=\"104\">Lateral<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Horizontal<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Z<\/td>\n    <td style=\"text-align: center;\" width=\"104\">10<\/td>\n    <td style=\"text-align: center;\" width=\"104\">11<\/td>\n    <\/tr>\n    <tr>\n    <td width=\"103\">\n    <p style=\"text-align: center;\">Crankshaft<\/p>\n    <\/td>\n    <td style=\"text-align: center;\" width=\"104\">Lateral<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Horizontal<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Z<\/td>\n    <td style=\"text-align: center;\" width=\"104\">21.67<\/td>\n    <td style=\"text-align: center;\" width=\"104\">23<\/td>\n    <\/tr>\n    <tr>\n    <td style=\"text-align: center;\" width=\"103\">Combusting piston<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Lateral<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Horizontal<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Z<\/td>\n    <td style=\"text-align: center;\" width=\"104\">32.33<\/td>\n    <td width=\"104\">\n    <p style=\"text-align: center;\">33<\/p>\n    <\/td>\n    <\/tr>\n    <tr>\n    <td style=\"text-align: center;\" width=\"103\">Cams<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Lateral<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Horizontal<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Z<\/td>\n    <td style=\"text-align: center;\" width=\"104\">43.17<\/td>\n    <td width=\"104\">\n    <p style=\"text-align: center;\">46<\/p>\n    <\/td>\n    <\/tr>\n    <tr>\n    <td colspan=\"6\" width=\"622\">\n    <p style=\"text-align: center;\"><strong>MCI (ISC VALVE DISCONNECTED)<\/strong><\/p>\n    <\/td>\n    <\/tr>\n    <tr>\n    <td width=\"103\">\n    <p style=\"text-align: center;\">Camshaft<\/p>\n    <\/td>\n    <td style=\"text-align: center;\" width=\"104\">Front<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Axial<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Z<\/td>\n    <td style=\"text-align: center;\" width=\"104\">26.5<\/td>\n    <td style=\"text-align: center;\" width=\"104\">10<\/td>\n    <\/tr>\n    <tr>\n    <td width=\"103\">\n    <p style=\"text-align: center;\">Crankshaft<\/p>\n    <\/td>\n    <td style=\"text-align: center;\" width=\"104\">Frontal<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Axial<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Z<\/td>\n    <td style=\"text-align: center;\" width=\"104\">53<\/td>\n    <td width=\"104\">\n    <p style=\"text-align: center;\">21<\/p>\n    <\/td>\n    <\/tr>\n    <tr>\n    <td style=\"text-align: center;\" width=\"103\">Combusting piston<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Front<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Axial<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Z<\/td>\n    <td style=\"text-align: center;\" width=\"104\">79.5<\/td>\n    <td width=\"104\">\n    <p style=\"text-align: center;\">53<\/p>\n    <\/td>\n    <\/tr>\n    <tr>\n    <td style=\"text-align: center;\" width=\"103\">Pistons not it combustion<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Frontal<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Axial<\/td>\n    <td style=\"text-align: center;\" width=\"104\">Z<\/td>\n    <td style=\"text-align: center;\" width=\"104\">106<\/td>\n    <td width=\"104\">\n    <p style=\"text-align: center;\">75<\/p>\n    <\/td>\n    <\/tr>\n    <\/tbody>\n    <\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c170a1 elementor-widget elementor-widget-text-editor\" data-id=\"0c170a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>As can be seen in the\u00a0<strong>table<\/strong>, there are important results according to the view and the operating condition in which the engine is found, in normal condition the best frequency values were in the side view in elements such as: camshaft, crankshaft and combustion pistons,\u00a0 with failure in the first injector the elements that contributed with more information were: camshaft, crankshaft, combustion pistons and cams in the top view, since the engine not having a cylinder working generates a vertical displacement, important values were also obtained with failure in the coils in the side view being: camshaft, crankshaft, combustion pistons and cams the elements that emitted the most information, due to the fact that the moment being working without all the coils raises its revolutions generating a horizontal displacement, and as for the failure caused by the disconnection of the ISC valve optimum results were obtained in the front view in elements such as: camshaft, crankshaft, combustion pistons and pistons that are not working.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25319e5 elementor-widget elementor-widget-spacer\" data-id=\"25319e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-d1f25e6 e-flex e-con-boxed e-con e-parent\" data-id=\"d1f25e6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-e19243f e-flex e-con-boxed e-con e-child\" data-id=\"e19243f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fad76b9 elementor-widget-divider--view-line_text elementor-widget-divider--element-align-center elementor-widget elementor-widget-divider\" data-id=\"fad76b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<span class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\t<b>About the author<\/b>\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-66e9f8f e-flex e-con-boxed e-con e-child\" data-id=\"66e9f8f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-3fb48b4 e-flex e-con-boxed e-con e-child\" data-id=\"3fb48b4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5027421 elementor-widget elementor-widget-text-editor\" data-id=\"5027421\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Universidad Polit\u00e9cnica Salesiana de Ecuador<\/strong> and <strong>Erbessd Instruments<\/strong> have collaborated on a pioneering research project: a paper focused on vibration analysis through video. This innovative study was led by outstanding students of the university, who benefited from the enabling environment offered by the institution, recognized for its academic excellence and commitment to research. The article, the result of the synergy between the two entities, promises to bring new perspectives in the field of maintenance and vibration analysis.<\/p><p>The collaboration between Universidad Polit\u00e9cnica Salesiana and Erbessd Instruments highlights the importance of innovation and higher education in the generation of creative and cutting-edge solutions. This joint work reflects a shared commitment to the advancement of knowledge and technological development for the benefit of society. It also underscores the value of strategic alliances between academic institutions and leading companies in the sector, demonstrating how cooperation can drive research and generate positive impact in the scientific and technological field.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-9871bfe e-con-full e-flex e-con e-child\" data-id=\"9871bfe\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f68b8e7 elementor-widget elementor-widget-image\" data-id=\"f68b8e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"240\" src=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Logo_Universidad_Politecnica_Salesiana_del_Ecuador.png\" class=\"attachment-large size-large wp-image-10142683\" alt=\"\" srcset=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Logo_Universidad_Politecnica_Salesiana_del_Ecuador.png 800w, https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Logo_Universidad_Politecnica_Salesiana_del_Ecuador-300x90.png 300w, https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2024\/03\/Logo_Universidad_Politecnica_Salesiana_del_Ecuador-768x230.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-ceae954 e-flex e-con-boxed e-con e-child\" data-id=\"ceae954\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Vibration Analysis in a Hyundai Sonata Internal Combustion Engine With Dragon Vision STEP 1 &#8211; PROBLEM Combustion processes and impurities in the fuel affect the useful life of the internal combustion engine, thus it suffers a series of degradations, due to its frequency of use, long operation periods, deterioration of its moving parts and lack &#8230; <a title=\"Vibration analysis in a Hyundai Sonata internal combustion engine with Dragon Vision\" class=\"read-more\" href=\"https:\/\/www.erbessd-instruments.com\/de\/case-studies\/vibration-analysis-of-a-hyundai-sonata-internal-combustion-engine-with-dragon-vision-2\/\" aria-label=\"Mehr Informationen \u00fcber Vibration analysis in a Hyundai Sonata internal combustion engine with Dragon Vision\">Weiterlesen<\/a><\/p>\n","protected":false},"author":6,"featured_media":10104737,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[512],"tags":[],"class_list":["post-10142085","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Vibration analysis in a Hyundai Sonata internal combustion engine with Dragon Vision &#8211; ERBESSD INSTRUMENTS<\/title>\n<meta name=\"description\" content=\"Vibration Analysis in a Hyundai Sonata Internal Combustion Engine With Dragon Vision STEP 1 - PROBLEM Combustion processes and impurities in the fuel &#8211; ERBESSD INSTRUMENTS\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.erbessd-instruments.com\/case-studies\/vibration-analysis-of-a-hyundai-sonata-internal-combustion-engine-with-dragon-vision-2\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Vibration analysis in a Hyundai Sonata internal combustion engine with Dragon Vision\" \/>\n<meta property=\"og:description\" content=\"Vibration Analysis in a Hyundai Sonata Internal Combustion Engine With Dragon Vision STEP 1 - PROBLEM Combustion processes and impurities in the fuel &#8211; ERBESSD INSTRUMENTS\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.erbessd-instruments.com\/case-studies\/vibration-analysis-of-a-hyundai-sonata-internal-combustion-engine-with-dragon-vision-2\/\" \/>\n<meta property=\"og:site_name\" content=\"ERBESSD INSTRUMENTS\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/erbessdinstrumentsco\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-25T04:57:39+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-08T17:29:56+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.erbessd-instruments.com\/wp-content\/uploads\/2021\/11\/Imagen1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"356\" \/>\n\t<meta property=\"og:image:height\" content=\"201\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Luis Sabido\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@ErbessdRel\" \/>\n<meta name=\"twitter:site\" content=\"@ErbessdRel\" \/>\n<meta name=\"twitter:label1\" content=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"Luis Sabido\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"8\u00a0Minuten\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Vibration analysis in a Hyundai Sonata internal combustion engine with Dragon Vision &#8211; 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