{"id":3378,"date":"2025-03-26T17:49:13","date_gmt":"2025-03-26T15:49:13","guid":{"rendered":"https:\/\/itapply.eu\/?p=3378"},"modified":"2025-05-06T14:41:37","modified_gmt":"2025-05-06T11:41:37","slug":"quality-control-system-for-empty-glass-bottles","status":"publish","type":"post","link":"https:\/\/applyit.lv\/en\/quality-control-system-for-empty-glass-bottles\/","title":{"rendered":"QUALITY CONTROL SYSTEM FOR EMPTY GLASS BOTTLES"},"content":{"rendered":"[vc_row type=&#8221;full_width_content&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; left_padding_desktop=&#8221;7%&#8221; right_padding_desktop=&#8221;7%&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; class=&#8221;sub_nav&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_raw_html]JTNDcCUzRSUzQ2ElMjBocmVmJTNEJTIyamF2YXNjcmlwdCUzQWhpc3RvcnkuYmFjayUyOCUyOSUyMiUzRUJhY2slM0MlMkZhJTNFJTNDJTJGcCUzRQ==[\/vc_raw_html][\/vc_column][\/vc_row][vc_row type=&#8221;full_width_content&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; top_padding=&#8221;4%&#8221; bottom_padding=&#8221;4%&#8221; left_padding_desktop=&#8221;7%&#8221; right_padding_desktop=&#8221;7%&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; class=&#8221;jaunumi_Inner_block&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; el_class=&#8221;open_post_2col_text&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/2&#8243; tablet_width_inherit=&#8221;small_desktop&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;default&#8221; gradient_type=&#8221;default&#8221; offset=&#8221;vc_col-lg-6 vc_col-md-6 vc_col-xs-12&#8243;][vc_column_text el_class=&#8221;jaunumi_inner_text&#8221;]\n<div class=\"xdj266r x11i5rnm xat24cr x1mh8g0r x1vvkbs x126k92a\">\n<div dir=\"auto\">\n<h4>QUALITY CONTROL SYSTEM FOR EMPTY GLASS BOTTLES<\/h4>\n<p class=\"s2\"><strong><span class=\"s3\">Project background<\/span><span class=\"s3\">:<\/span><\/strong><\/p>\n<p class=\"s2\">The client often received defective glass containers from the supplier. The quality control person was not always able to spot the defective bottles during the production process and remove them from the conveyor line. The defective product was therefore put on the shelves of shops, which resulted in complaints from shoppers.<\/p>\n<p class=\"s2\"><strong><span class=\"s4\">Biggest challenges<\/span><span class=\"s4\">:<\/span> <\/strong><\/p>\n<p class=\"s2\">Quality defects in glass bottles are difficult to detect because of material transparency, light refraction makes microcracks and bubbles hard to distinguish. In addition, optical illusions and lighting effects can mask damage. The variety of defects and the high speed of the production conveyor line make this solution even more challenging.<\/p>\n<p class=\"s2\"><strong><span class=\"s3\">Solution<\/span><span class=\"s3\">: <\/span><\/strong><\/p>\n<p class=\"s2\">Developed an automated system which detects bottle defects without human intervention, by using a computer vision solutions. System can detect following defects:<\/p>\n<ul>\n<li class=\"s8\">cracks,<\/li>\n<li class=\"s8\">scratches on the walls of the glass bottle,<\/li>\n<li class=\"s8\">defects of bottle neck,<\/li>\n<li class=\"s8\">rinse residue,<\/li>\n<li class=\"s8\">and other contaminants.<\/li>\n<\/ul>\n<p class=\"s2\">Project involved developing and installing a prototype device on a filling line. The deviceconsists of the following components: control panel, handling process, administration system, physical quality inspection unit using a unique mirror system, three cameras, bottle detection sensors, and bottle separation inspection stage which physically redirects defective bottles to a separate conveyor belt.<\/p>\n<p class=\"s2\"><strong><span class=\"s3\">Key benefits<\/span><span class=\"s3\">: <\/span><\/strong><\/p>\n<ul>\n<li class=\"s8\">Optimised costs and speed of production processes;<\/li>\n<li class=\"s8\">Reduced time to extract and process quality data;<\/li>\n<li class=\"s8\">Human error eliminated.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n[\/vc_column_text][\/vc_column][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; 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