{"id":974,"date":"2025-04-28T10:45:17","date_gmt":"2025-04-28T02:45:17","guid":{"rendered":"https:\/\/leda-creative.com\/?page_id=974"},"modified":"2025-04-28T10:45:21","modified_gmt":"2025-04-28T02:45:21","slug":"phm","status":"publish","type":"page","link":"https:\/\/leda-creative.com\/en\/phm\/","title":{"rendered":"\u6545\u969c\u9810\u6e2c PHM \u8a2d\u5099\u8a3a\u65b7\u7cfb\u7d71\uff5c\u89e3\u6c7a\u65b9\u6848"},"content":{"rendered":"<p><main class=\"phm\"><\/p>\n<div class=\"banner d-flex inner mx-auto column\">\n<h1><span class=\"eng\">Prognostic and Health Management<\/span><br \/>\n        <\/h1>\n<p class=\"banner-txt\">Use AI technology to monitor production equipment in real-time,<br class=\"pc-block\">effectively preventing unexpected failures.<\/p>\n<\/p><\/div>\n<div class=\"v-banner\">\n        <img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/phm-banner.jpg?ssl=1\">\n    <\/div>\n<ul class=\"yoyaku bg-white\">\n<div class=\"inner mx-auto\">\n<div class=\"btn\">\n                <a href=\"https:\/\/forms.gle\/R1qXMEs429NVLZd8A\" target=\"_blank\" rel=\"noopener\" class=\"bl-link btn-yellow\"><\/p>\n<p>Free Consultation<\/p>\n<p>                <\/a>\n            <\/div>\n<div class=\"btn\">\n                <a href=\"https:\/\/forms.gle\/R1qXMEs429NVLZd8A\" target=\"_blank\" rel=\"noopener\" class=\"bl-link btn-black\"><\/p>\n<p>Download Materials<\/p>\n<p>                <\/a>\n            <\/div>\n<\/p><\/div>\n<\/ul>\n<div class=\"p-relative\">\n<div class=\"issue bg-white\">\n<div class=\"inner mx-auto\">\n<div class=\"d-flex intro reverse column\">\n<div class=\"intro-txt\">\n<h2 class=\"left-tt\"><span class=\"dot\">Worried<\/span> about sudden production downtime caused by equipment failure?<\/h2>\n<ul class=\"issue-list text-center\">\n<li data-aos=\"fade-up\" data-aos-duration=\"3000\"><span>Unexpected equipment failure causing sudden line stoppage&#8230;<\/span><\/li>\n<li data-aos=\"fade-up\" data-aos-duration=\"3000\"><span>Want to understand equipment health status and remaining lifespan<\/span><\/li>\n<li data-aos=\"fade-up\" data-aos-duration=\"3000\"><span>Unable to identify the cause of failure, leading to prolonged repair time<\/span><\/li>\n<li data-aos=\"fade-up\" data-aos-duration=\"3000\"><span>Want to improve product quality and increase productivity!<\/span><\/li>\n<\/ul><\/div>\n<div class=\"intro-img\">\n                        <img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/illust02.png?ssl=1\">\n                    <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"content bg-white\">\n<div class=\"inner mx-auto\">\n<div class=\"d-flex intro column\">\n<div class=\"intro-txt\">\n<h2 class=\"left-tt\"><span class=\"dot\">Predict<\/span> failures and perform maintenance in advance with our Smart Equipment Diagnosis System (PHM)<\/h2>\n<p class=\"description\">\n                            Our PHM system predicts equipment failures and anomalies, diagnoses the operating conditions, ensures smooth production, and minimizes downtime losses. It also offers automatic inspections and lifespan predictions, helping you manage equipment and maintenance costs effortlessly.\n                        <\/p>\n<\/p><\/div>\n<div class=\"intro-img\">\n                        <img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/illust.png?ssl=1\">\n                    <\/div>\n<\/p><\/div>\n<ul class=\"row text-left feature\">\n<li>\n<div class=\"feature-tt\">\n                            <img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/icon02.png?ssl=1\" alt=\"\"><\/p>\n<h3>Real-time Monitoring<br \/>Immediate Alerts<\/h3>\n<\/p><\/div>\n<div class=\"small-text\">Monitor equipment in real-time and get automatic alerts when anomalies occur. Easy-to-understand data waveforms and indexes help speed up maintenance time.<\/div>\n<\/li>\n<li>\n<div class=\"feature-tt\">\n                            <img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/icon09.png?ssl=1\" alt=\"\"><\/p>\n<h3>Automatic Inspections<br \/>Reduced Manual Work<\/h3>\n<\/p><\/div>\n<div class=\"small-text\">Built-in automatic inspection system including maintenance history and scheduling. Manage information and logistics efficiently, reducing human error and labor.<\/div>\n<\/li>\n<li>\n<div class=\"feature-tt\">\n                            <img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/expert.png?ssl=1\" alt=\"\"><\/p>\n<h3>Remote Expert Support<\/h3>\n<\/p><\/div>\n<div class=\"small-text\">Communicate with remote experts via head-mounted devices and perform maintenance as instructed without waiting for onsite personnel, significantly reducing downtime.<\/div>\n<\/li>\n<\/ul><\/div>\n<\/p><\/div>\n<div class=\"content field\">\n<div class=\"inner mx-auto\">\n<h2 class=\"left-tt\"><span class=\"dot\">Application<\/span> Scenarios<\/h2>\n<ul class=\"row\">\n<li>\n                        <img data-recalc-dims=\"1\" decoding=\"async\" class=\"collaboration\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/phm-point1.webp?ssl=1\" alt=\"\"><\/p>\n<p>Failure Prediction<br \/>Prevent Sudden Downtime<\/p>\n<\/li>\n<li>\n                        <img data-recalc-dims=\"1\" decoding=\"async\" class=\"collaboration\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/phm-point2.webp?ssl=1\" alt=\"\"><\/p>\n<p>Lifespan Diagnosis<br \/>Manage Equipment Costs<\/p>\n<\/li>\n<li>\n                        <img data-recalc-dims=\"1\" decoding=\"async\" class=\"collaboration\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/phm-point3.webp?ssl=1\" alt=\"\"><\/p>\n<p>Failure Identification<br \/>Shorten Maintenance Time<\/p>\n<\/li>\n<li>\n                        <img data-recalc-dims=\"1\" decoding=\"async\" class=\"collaboration\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/phm-point4.webp?ssl=1\" alt=\"\"><\/p>\n<p>Automatic Inspection<br \/>Ease Management Work<\/p>\n<\/li>\n<\/ul><\/div>\n<\/p><\/div>\n<div class=\"content points\">\n<h2 class=\"center-tt\" data-aos=\"fade-up\" data-aos-duration=\"3000\">Solution Details<\/h2>\n<ul class=\"row mx-auto points-list\">\n<li class=\"point01\">\n                    <img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/phm-mockup01.png?ssl=1\" alt=\"\"><\/p>\n<div class=\"points-list_contents\">\n<div class=\"points-bg\" data-aos=\"zoom-in\" data-aos-delay=\"600\"><\/div>\n<h3><span>01<\/span> Equipment Monitoring and Maintenance<br \/>Diagnosis Decision Module<\/h3>\n<p>Specifically designed for industrial equipment, this AI-based diagnosis module monitors machine health and detects abnormalities using MTQQ communication for real-time alerts. Also features health indexes and automatic maintenance scheduling.<\/p>\n<\/p><\/div>\n<\/li>\n<li class=\"point03\">\n                    <img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/phm-mockup03.png?ssl=1\" alt=\"\"><\/p>\n<div class=\"points-list_contents\">\n<div class=\"points-bg\" data-aos=\"zoom-in\" data-aos-delay=\"600\"><\/div>\n<h3><span>02<\/span> Remote Expert Collaboration<\/h3>\n<p>Using mixed reality technology, engineers can see technical documents and images shared by remote experts through wearable devices, quickly performing inspections and repairs without waiting for onsite support, saving time and manpower.<\/p>\n<\/p><\/div>\n<\/li>\n<li class=\"point02\">\n                    <img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/phm-mockup02.png?ssl=1\" alt=\"\"><\/p>\n<div class=\"points-list_contents\">\n<div class=\"points-bg\" data-aos=\"zoom-in\" data-aos-delay=\"600\"><\/div>\n<h3><span>03<\/span> Semiconductor Vacuum Pump Diagnosis (DPDS)<\/h3>\n<p>Vacuum pumps in smart semiconductor factories often suffer from motor overload leading to unexpected shutdowns. Our DPDS system uses AI algorithms to transform key parameters into intuitive status indicators, enabling engineers to predict failures with 97% accuracy and perform timely maintenance.<\/p>\n<\/p><\/div>\n<\/li>\n<li class=\"point04\">\n                    <img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/phm-mockup04.png?ssl=1\" alt=\"\"><\/p>\n<div class=\"points-list_contents\">\n<div class=\"points-bg\" data-aos=\"zoom-in\" data-aos-delay=\"600\"><\/div>\n<h3><span>04<\/span> Smart Inspection Devices<\/h3>\n<p><strong>\u30fbSmart Meter Reading System<\/strong><br \/>Automatically records visualized meter readings and issues alerts, eliminating manual monitoring and recording.<\/p>\n<p><\/p>\n<p><strong>\u30fbFlexible MEMS Pressure Sensor<\/strong><br \/>Shows a linear response to varying pressure levels, with higher conductivity under greater pressure. Integrating innovative microstructures and engineering design, it enhances product diversity and enriches the user experience.<\/p>\n<\/p><\/div>\n<\/li>\n<\/ul><\/div>\n<section class=\"section-case bg-grey content\">\n<div class=\"inner mx-auto\">\n<div class=\"section-tt\">\n<h2 class=\"left-tt\">Case Studies<\/h2>\n<div class=\"cases-btn\">\n                        <a class=\"btn\" href=\"https:\/\/leda-creative.com\/cases\">View All Cases&nbsp;\u2192<\/a>\n                    <\/div>\n<\/p><\/div>\n<ul class=\"section-case__wrapper\">\n<li class=\"cases-item\">\n                        <a href=\"\"><\/p>\n<div class=\"square mx-auto img-hover-zoom\">\n                                <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"850\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/semi.webp?resize=1920%2C850&#038;ssl=1\">\n                            <\/div>\n<h4>Development of Semiconductor Status Monitoring and Maintenance Prediction Technology<\/h4>\n<p>\n                                <span class=\"category\">Semiconductor<\/span><span class=\"category\">PHM<\/span><span class=\"category\">Smart Monitoring<\/span><span class=\"category\">Other AI Products (Chips, Edge)<\/span>\n                            <\/p>\n<p>                        <\/a>\n                    <\/li>\n<li class=\"cases-item\">\n                        <a href=\"\"><\/p>\n<div class=\"square mx-auto img-hover-zoom\">\n                                <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"850\" src=\"https:\/\/i0.wp.com\/leda-creative.com\/image\/solution\/phm\/case01.jpeg?resize=1920%2C850&#038;ssl=1\">\n                            <\/div>\n<h4>Semiconductor Vacuum Pump Operation Prediction<\/h4>\n<p>\n                                <span class=\"category\">Semiconductor<\/span><span class=\"category\">PHM<\/span>\n                            <\/p>\n<p>                        <\/a>\n                    <\/li>\n<\/ul><\/div>\n<\/section><\/div>\n<p><\/main><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Prognostic and Health Management Use AI technology to monitor production equipment in real-time,effectively preventing unexpected failures. Free Consultation Download Materials Worried about sudden production downtime caused by equipment failure? Unexpected equipment failure causing sudden line stoppage&#8230; Want to understand equipment health status and remaining lifespan Unable to identify the cause of failure, leading to prolonged [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_locale":"en_US","_original_post":"https:\/\/leda-creative.com\/?page_id=31","footnotes":""},"class_list":["post-974","page","type-page","status-publish","hentry","en-US"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u6545\u969c\u9810\u6e2c PHM \u8a2d\u5099\u8a3a\u65b7\u7cfb\u7d71\uff5c\u89e3\u6c7a\u65b9\u6848 - \u6a02\u9054\u5275\u610f\u79d1\u6280 LEDA TECHNOLOGY<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/leda-creative.com\/en\/phm\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u6545\u969c\u9810\u6e2c PHM \u8a2d\u5099\u8a3a\u65b7\u7cfb\u7d71\uff5c\u89e3\u6c7a\u65b9\u6848 - \u6a02\u9054\u5275\u610f\u79d1\u6280 LEDA TECHNOLOGY\" \/>\n<meta property=\"og:description\" content=\"Prognostic and Health Management Use AI technology to monitor production equipment in real-time,effectively preventing unexpected failures. 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