{"id":894,"date":"2026-10-05T11:53:44","date_gmt":"2026-10-05T06:23:44","guid":{"rendered":"https:\/\/www.sunbioit.com\/blog\/?p=894"},"modified":"2026-10-05T11:53:45","modified_gmt":"2026-10-05T06:23:45","slug":"automated-candle-alignment-counting-system","status":"publish","type":"post","link":"https:\/\/www.sunbioit.com\/resources\/casestudy\/ai-ml\/automated-candle-alignment-counting-system\/","title":{"rendered":"Automated Candle Alignment & Counting System"},"content":{"rendered":"\n

Client:<\/strong> Top Industries<\/p>\n\n\n\n

Industry:<\/strong> Premium Home Fragrance & Product Manufacturing<\/p>\n\n\n\n

Core Technologies:<\/strong> AI Vision Automation, Dual High-Speed GigE Cameras, PLC-Integrated Gate Control, Real-Time Object Detection<\/p>\n\n\n\n

Executive Summary<\/h2>\n\n\n\n

Top Industries, a premier home fragrance and product manufacturer, faced critical production bottlenecks and quality control challenges during the manual wax-filling stage. By implementing SunBio IT Solutions’ advanced computer vision and AI-driven alignment pipeline, Top Industries achieved flawless inspection accuracy, eliminated rework, and dramatically optimized overall throughput.<\/p>\n\n\n\n

\"automated<\/figure>\n\n\n\n

The Challenge<\/h2>\n\n\n\n

Inconsistent Quality and Bottlenecks in Production<\/h3>\n\n\n\n

Manual visual inspection at the wax-filling stage introduced significant operational hurdles:<\/p>\n\n\n\n

    \n
  • Alignment Inconsistencies:<\/strong> Misaligned candles led to frequent production rework and material wastage.<\/li>\n\n\n\n
  • Counting Errors:<\/strong> Manual counting methods compromised batch integrity and inventory tracking accuracy.<\/li>\n\n\n\n
  • Production Slowdowns:<\/strong> Heavy reliance on manual quality checks created a severe throughput bottleneck.<\/li>\n<\/ul>\n\n\n\n

    The Solution<\/h2>\n\n\n\n

    AI-Powered Vision Automation for Precision QC<\/h3>\n\n\n\n

    SunBio IT Solutions implemented a high-performance vision automation ecosystem designed for real-time manufacturing lines:<\/p>\n\n\n\n

      \n
    • AI Object Detection:<\/strong> Dual high-speed GigE cameras coupled with custom AI models trained to deliver a tight $\\pm0.5\\text{ mm}$ accuracy tolerance for wick alignment.<\/li>\n\n\n\n
    • Automated Gate Control:<\/strong> PLC-integrated stop signal system to instantly intercept and divert misaligned trays.<\/li>\n\n\n\n
    • Continuous Monitoring:<\/strong> Real-time feedback loop ensuring absolute production control and immediate variance detection.<\/li>\n<\/ul>\n\n\n\n

      Results & Impact<\/h2>\n\n\n\n

      Operational Excellence and Cost Optimization<\/h3>\n\n\n\n
      Metric<\/strong><\/td>Before Automation<\/strong><\/td>After Automation<\/strong><\/td>Improvement<\/strong><\/td><\/tr><\/thead>
      Inspection Accuracy<\/sup><\/strong><\/td>~95%<\/sup><\/td>100%<\/sup><\/td>Error Eliminated<\/sup><\/strong><\/td><\/tr>
      Inspection Time<\/sup><\/strong><\/td>15s \/ tray<\/sup><\/td><4.5s \/ tray<\/sup><\/td>70% Faster<\/sup><\/strong><\/td><\/tr>
      Rework Rate<\/sup><\/strong><\/td>3.2%<\/sup><\/td><0.1%<\/sup><\/td>97% Reduction<\/sup><\/strong><\/td><\/tr>
      QC Labor<\/sup><\/strong><\/td>2 Operators<\/sup><\/td>0 Dedicated<\/sup><\/td>Reallocated Resource<\/sup>s<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

      Through this automated precision pipeline, Top Industries successfully accelerated line speeds, drastically reduced operating costs, and guaranteed uncompromised quality consistency.<\/p>\n\n\n\n

      Next Phase<\/h2>\n\n\n\n

      Toward a Fully Autonomous Production Line<\/h3>\n\n\n\n
        \n
      • Robotic Integration:<\/strong> Implementation of collaborative robots (cobots) for the automatic correction of misaligned trays.<\/li>\n\n\n\n
      • Enhanced Vision System:<\/strong> Upgraded camera-assisted automation for seamless tray loading.<\/li>\n<\/ul>\n\n\n\n

        Conclusion<\/h2>\n\n\n\n

        The integration of SunBio IT Solutions’ AI vision automation framework marks a monumental operational upgrade for Top Industries. By automating candle alignment and counting, eliminating manual inspection delays, and achieving 100% quality verification, this solution sets a new benchmark for smart manufacturing in the home fragrance sector.<\/p>\n","protected":false},"excerpt":{"rendered":"

        Client: Top Industries Industry: Premium Home Fragrance & Product Manufacturing Core Technologies: AI Vision Automation, Dual High-Speed GigE Cameras, PLC-Integrated Gate Control, Real-Time Object Detection Executive Summary Top Industries, a premier home fragrance and product manufacturer, faced critical production bottlenecks and quality control challenges during the manual wax-filling stage. By implementing SunBio IT Solutions’ advanced […]<\/p>\n","protected":false},"author":1,"featured_media":897,"comment_status":"open","ping_status":"open","sticky":false,"template":"single-with-sidebar","format":"standard","meta":{"footnotes":""},"categories":[86],"tags":[52,94,6,11,5,95],"class_list":["post-894","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-ml","tag-ai-powered-anpr-camera","tag-ai-ml","tag-automation","tag-image-analysis","tag-industry-4-0","tag-vision-camera"],"_links":{"self":[{"href":"https:\/\/www.sunbioit.com\/resources\/wp-json\/wp\/v2\/posts\/894","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sunbioit.com\/resources\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sunbioit.com\/resources\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sunbioit.com\/resources\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sunbioit.com\/resources\/wp-json\/wp\/v2\/comments?post=894"}],"version-history":[{"count":1,"href":"https:\/\/www.sunbioit.com\/resources\/wp-json\/wp\/v2\/posts\/894\/revisions"}],"predecessor-version":[{"id":898,"href":"https:\/\/www.sunbioit.com\/resources\/wp-json\/wp\/v2\/posts\/894\/revisions\/898"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sunbioit.com\/resources\/wp-json\/wp\/v2\/media\/897"}],"wp:attachment":[{"href":"https:\/\/www.sunbioit.com\/resources\/wp-json\/wp\/v2\/media?parent=894"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sunbioit.com\/resources\/wp-json\/wp\/v2\/categories?post=894"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sunbioit.com\/resources\/wp-json\/wp\/v2\/tags?post=894"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}