{"id":14414,"date":"2024-03-15T14:58:59","date_gmt":"2024-03-15T11:58:59","guid":{"rendered":"https:\/\/hqsoftwarelab.com\/?post_type=portfolio&p=14414"},"modified":"2025-03-19T15:57:48","modified_gmt":"2025-03-19T12:57:48","slug":"real-time-analytics-of-machine-performance","status":"publish","type":"portfolio","link":"https:\/\/hqsoftwarelab.com\/portfolio\/real-time-analytics-of-machine-performance\/","title":{"rendered":"Real-time Analytics of Industrial Machine Performance: 63.8% Reduction in Equipment Downtime"},"content":{"rendered":"\n
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Highlights<\/h2>\n
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Need<\/h2>\n <\/div>\n

Minimize equipment downtime through advanced analytics<\/p>\n <\/div>\n

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Solution<\/h2>\n <\/div>\n

ML algorithm for predictive equipment maintenance<\/p>\n <\/div>\n

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Technologies<\/h2>\n <\/div>\n AWS Lambda<\/a>\n Elasticsearch<\/a>\n Python<\/a>\n Amazon Web Services<\/a>\n TensorFlow.js<\/a>\n <\/div>\n <\/div>\n <\/div>\n <\/section>\n\n\n\n
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Results<\/p>\n

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63.8% <\/p>\n

reduction of equipment downtime<\/p>\n <\/div>\n <\/div>\n

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36%<\/p>\n

increase in automation<\/p>\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n<\/section>\n\n\n

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Partnering with HQSoftware, the customer received an advanced Machine Learning algorithm that provides real-time insights on equipment performance and predicts potential issues, enabling proactive elimination.<\/p>\n

This advancement helped our customer decrease equipment downtime by up to 63.8%, which was the main goal before the project started.
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\"Vika<\/p>\n <\/div>\n

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Looking for similar solutions or something unique to your needs?<\/div>\n

Contact us today! We’re happy to explore your needs!<\/p>\n <\/div>\n <\/div>\n

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\n Victoria Rokash<\/strong>
\n Business Development Manager\n <\/p>\n <\/div>\n

\n Get in touch<\/a>\n <\/div>\n <\/div>\n<\/blockquote>\n\n

Customer<\/h2>\n

The customer is an American company that provides machine analytics solutions for equipment maintenance across various domains, from the automotive industry to healthcare equipment manufacturers.
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