{"id":2130,"date":"2025-10-22T05:20:47","date_gmt":"2025-10-22T05:20:47","guid":{"rendered":"https:\/\/www.handaotech.com\/?page_id=2130"},"modified":"2025-12-09T05:41:07","modified_gmt":"2025-12-09T05:41:07","slug":"maintenance-insights","status":"publish","type":"page","link":"https:\/\/www.handaotech.com\/en\/intelligent\/industrial-intelligence-system\/industrial-intelligence-system\/maintenance-insights\/","title":{"rendered":"Maintenance Insights"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"2130\" class=\"elementor elementor-2130\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a2ea385 e-flex e-con-boxed e-con e-parent\" data-id=\"a2ea385\" 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<div class=\"elementor-element elementor-element-9dedb4e elementor-widget elementor-widget-heading\" data-id=\"9dedb4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Maintenance Insights<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-bq492sm elementor-section-content-middle elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bq492sm\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-51962fb\" data-id=\"51962fb\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-6315460 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"6315460\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1167\" height=\"720\" src=\"https:\/\/www.handaotech.com\/wp-content\/uploads\/2025\/11\/\u7ef4\u4fee\u6d1e\u5bdf.jpeg\" class=\"attachment-full size-full wp-image-3589\" alt=\"\" srcset=\"https:\/\/www.handaotech.com\/wp-content\/uploads\/2025\/11\/\u7ef4\u4fee\u6d1e\u5bdf.jpeg 1167w, https:\/\/www.handaotech.com\/wp-content\/uploads\/2025\/11\/\u7ef4\u4fee\u6d1e\u5bdf-300x185.jpeg 300w, https:\/\/www.handaotech.com\/wp-content\/uploads\/2025\/11\/\u7ef4\u4fee\u6d1e\u5bdf-1024x632.jpeg 1024w, https:\/\/www.handaotech.com\/wp-content\/uploads\/2025\/11\/\u7ef4\u4fee\u6d1e\u5bdf-768x474.jpeg 768w\" sizes=\"(max-width: 1167px) 100vw, 1167px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-b0b74d8\" data-id=\"b0b74d8\" 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-327f367 elementor-widget elementor-widget-text-editor\" data-id=\"327f367\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Maintenance Insights is a maintenance data analytics platform designed specifically for aviation's high-value equipment.<\/p>\n<p>The core ability of the platform is to automatically transform the complicated unstructured maintenance records into systematic structured data, and based on this, intelligently identify a variety of critical failure modes. Through in-depth analysis of the root causes of failures and evolutionary trends, the platform supports the precise optimisation of maintenance strategies and realises the intelligent management of the whole process from failure query, statistical analysis to maintenance decision-making. Ultimately, the platform brings aviation customers the core value of significant improvement in equipment reliability, effective control of maintenance costs, and strategic transformation from reactive maintenance to predictive maintenance.<\/p>\t\t\t\t\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\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7t61gnj elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7t61gnj\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5fcceb3\" data-id=\"5fcceb3\" 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-1726a4d elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"1726a4d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1820\" height=\"942\" src=\"https:\/\/www.handaotech.com\/wp-content\/uploads\/2025\/10\/\u7ef4\u62a4\u6d1e\u5bdf1-e1762762658726.png\" class=\"attachment-full size-full wp-image-2671\" alt=\"\" srcset=\"https:\/\/www.handaotech.com\/wp-content\/uploads\/2025\/10\/\u7ef4\u62a4\u6d1e\u5bdf1-e1762762658726.png 1820w, https:\/\/www.handaotech.com\/wp-content\/uploads\/2025\/10\/\u7ef4\u62a4\u6d1e\u5bdf1-e1762762658726-300x155.png 300w, https:\/\/www.handaotech.com\/wp-content\/uploads\/2025\/10\/\u7ef4\u62a4\u6d1e\u5bdf1-e1762762658726-1024x530.png 1024w, https:\/\/www.handaotech.com\/wp-content\/uploads\/2025\/10\/\u7ef4\u62a4\u6d1e\u5bdf1-e1762762658726-768x398.png 768w, https:\/\/www.handaotech.com\/wp-content\/uploads\/2025\/10\/\u7ef4\u62a4\u6d1e\u5bdf1-e1762762658726-1536x795.png 1536w\" sizes=\"(max-width: 1820px) 100vw, 1820px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-04229e9\" data-id=\"04229e9\" 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-704f245 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"704f245\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Identify fault trends<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1bbbe1 elementor-widget elementor-widget-text-editor\" data-id=\"b1bbbe1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li class=\"ds-markdown-paragraph\"><strong>Intelligent Information Parsing and Structuring<\/strong>: Using information parsing technology, unstructured maintenance records and troubleshooting descriptions are automatically categorised and converted into structured data storage that can be easily analysed.<\/li>\n<\/ul>\n<ul>\n<li>\n<p class=\"ds-markdown-paragraph\"><strong>Automatic fault mode recognition<\/strong>: Based on the consolidated data, key patterns such as repetitive and cyclical failures of individual aircraft as well as sudden and multiple failures of the fleet are automatically identified.<\/p>\n<\/li>\n<\/ul>\n<ul>\n<li>\n<p class=\"ds-markdown-paragraph\"><strong>Root causes and trend analysis<\/strong>: Using big language modelling technology, combined with industry knowledge, in-depth analysis of fault data to determine the root cause, and in the process accurately identifying equipment failure trends to provide a decision-making basis for preventive maintenance.<\/p>\n<\/li>\n<\/ul>\t\t\t\t\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 class=\"elementor-element elementor-element-f09ce0d e-flex e-con-boxed e-con e-parent\" data-id=\"f09ce0d\" 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<div class=\"elementor-element elementor-element-ab9521a e-con-full e-flex e-con e-child\" data-id=\"ab9521a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div 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