{"id":32131,"date":"2025-12-12T15:58:33","date_gmt":"2025-12-12T07:58:33","guid":{"rendered":"https:\/\/aiportek.com\/?p=32131"},"modified":"2025-12-15T13:47:37","modified_gmt":"2025-12-15T05:47:37","slug":"case-msr-hisense-hitachi-transport","status":"publish","type":"post","link":"https:\/\/aiportek.com\/en\/case-msr-hisense-hitachi-transport\/","title":{"rendered":"[HONGKE Solution] Hisense Hitachi \u00d7 MacroMedia MSR - Large Equipment Transportation Monitoring: Vibration Data Solution that Saves $2 Million in Annual Mass Losses"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"32131\" class=\"elementor elementor-32131\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-303a47ec elementor-section-stretched elementor-section-full_width elementor-section-height-min-height elementor-section-content-middle elementor-section-height-default elementor-section-items-middle\" data-id=\"303a47ec\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-27d5e225\" data-id=\"27d5e225\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4e369ae3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e369ae3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-6555484e\" data-id=\"6555484e\" data-element_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-397ef20e elementor-widget elementor-widget-heading\" data-id=\"397ef20e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hongke's latest articles<\/h2>\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-4b5c0d9b elementor-absolute elementor-widget elementor-widget-heading\" data-id=\"4b5c0d9b\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">HongKe<\/h2>\t\t\t\t<\/div>\n\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-6d18033c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6d18033c\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1f96cecf\" data-id=\"1f96cecf\" data-element_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-fd50b9b elementor-widget elementor-widget-text-editor\" data-id=\"fd50b9b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d303089 elementor-widget elementor-widget-text-editor\" data-id=\"d303089\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4b0e7b4e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b0e7b4e\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-7a4b7cfc\" data-id=\"7a4b7cfc\" data-element_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-79a3214 elementor-widget elementor-widget-heading\" data-id=\"79a3214\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hongke Solution] Save $2 Million in Quality Losses Annually! How Hisense Hitachi uses MSR to find out the hidden problems of large equipment transportation?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-226f412 elementor-widget elementor-widget-post-info\" data-id=\"226f412\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-2358f4d elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\t\t<a href=\"https:\/\/aiportek.com\/en\/author\/hongketechnology\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-user-circle\" viewbox=\"0 0 496 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M248 104c-53 0-96 43-96 96s43 96 96 96 96-43 96-96-43-96-96-96zm0 144c-26.5 0-48-21.5-48-48s21.5-48 48-48 48 21.5 48 48-21.5 48-48 48zm0-240C111 8 0 119 0 256s111 248 248 248 248-111 248-248S385 8 248 8zm0 448c-49.7 0-95.1-18.3-130.1-48.4 14.9-23 40.4-38.6 69.6-39.5 20.8 6.4 40.6 9.6 60.5 9.6s39.7-3.1 60.5-9.6c29.2 1 54.7 16.5 69.6 39.5-35 30.1-80.4 48.4-130.1 48.4zm162.7-84.1c-24.4-31.4-62.1-51.9-105.1-51.9-10.2 0-26 9.6-57.6 9.6-31.5 0-47.4-9.6-57.6-9.6-42.9 0-80.6 20.5-105.1 51.9C61.9 339.2 48 299.2 48 256c0-110.3 89.7-200 200-200s200 89.7 200 200c0 43.2-13.9 83.2-37.3 115.9z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author\">\n\t\t\t\t\t\t\t\t\t\tHongKeTechnology\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-a689c23 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/aiportek.com\/en\/2025\/12\/12\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-calendar\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M12 192h424c6.6 0 12 5.4 12 12v260c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V204c0-6.6 5.4-12 12-12zm436-44v-36c0-26.5-21.5-48-48-48h-48V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H160V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H48C21.5 64 0 85.5 0 112v36c0 6.6 5.4 12 12 12h424c6.6 0 12-5.4 12-12z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>December 12, 2025<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c027dd7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c027dd7\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a8309a elementor-widget elementor-widget-text-editor\" data-id=\"3a8309a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"201\" data-end=\"223\"><strong data-start=\"201\" data-end=\"223\">Case Overview\u00a0<\/strong><\/p><p data-start=\"225\" data-end=\"310\"><strong data-start=\"225\" data-end=\"310\">Customer: Hisense Hitachi<br data-start=\"251\" data-end=\"254\" \/>Application: MSR165 &amp; MSR175 Shock Vibration Recorder<br data-start=\"285\" data-end=\"288\" \/>Application Scenario: Environmental monitoring of long-distance transportation of central air-conditioning equipment.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-418b9cf elementor-widget elementor-widget-heading\" data-id=\"418b9cf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">01 Background of cooperation <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a046c3e elementor-widget elementor-widget-text-editor\" data-id=\"a046c3e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"340\" data-end=\"426\">Hisense Hitachi Air Conditioning Systems (Qingdao) Co., Ltd. is a leading enterprise integrating central air conditioning system design, manufacturing and whole life cycle service. With years of deep plowing in the field of inverter multiple units, the company continues to lead the industry in technological upgrading by virtue of its strong R&amp;D strength and high standard manufacturing capability.<\/p><p data-start=\"428\" data-end=\"482\">In the central air conditioning industry, vibration, shock, and changes in temperature and humidity to which equipment is subjected during transportation and storage often pose potential risks to the quality of the final product.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e692b7a elementor-widget elementor-widget-image\" data-id=\"e692b7a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"457\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-1-1-1024x457.webp\" class=\"attachment-large size-large wp-image-32133\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-1-1-1024x457.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-1-1-300x134.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-1-1-768x343.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-1-1-18x8.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-1-1-600x268.webp 600w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-1-1.webp 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e60ddc6 elementor-widget elementor-widget-heading\" data-id=\"e60ddc6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">02 Challenge: How to Quantify Transportation and Storage Risks <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec8e227 elementor-widget elementor-widget-text-editor\" data-id=\"ec8e227\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Central air conditioning products are large and complex, and are susceptible to impact, vibration and environmental changes during logistics and storage. If these risks are not immediately quantified and identified, they can lead to breakage of the copper tubes of the outside unit and damage to sheet metal parts, which in turn can lead to returns and after-sales problems.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0bd815a elementor-widget elementor-widget-image\" data-id=\"0bd815a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"471\" height=\"1024\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-2-1-471x1024.webp\" class=\"attachment-large size-large wp-image-32134\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-2-1-471x1024.webp 471w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-2-1-138x300.webp 138w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-2-1-6x12.webp 6w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-2-1.webp 575w\" sizes=\"(max-width: 471px) 100vw, 471px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-88c1acb elementor-widget elementor-widget-text-editor\" data-id=\"88c1acb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"612\" data-end=\"671\">According to Hisense Hitachi, the cost of returning and replacing an external machine due to transportation problems can be as high as tens of thousands of dollars, and if it is concentrated, it will bring high economic losses and brand reputation risks.<\/p><p data-start=\"673\" data-end=\"785\">In order to minimize the potential hazards of transportation, the technical team designs and equips marine transportation packages according to the national standard GB\/T4857.23, \"Random vibration test method for package transportation\", and evaluates the structural strength and protection ability of the packages under random vibration. Therefore, how to accurately monitor the vibration strength during the actual transportation process and compare with the standard has become a key demand.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32495e8 elementor-widget elementor-widget-image\" data-id=\"32495e8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"998\" height=\"536\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-3-1.webp\" class=\"attachment-large size-large wp-image-32135\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-3-1.webp 998w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-3-1-300x161.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-3-1-768x412.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-3-1-18x10.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-3-1-600x322.webp 600w\" sizes=\"(max-width: 998px) 100vw, 998px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-008c978 elementor-widget elementor-widget-heading\" data-id=\"008c978\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">03 Solution: Full monitoring using macro set MSRs <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b5e0a7 elementor-widget elementor-widget-text-editor\" data-id=\"1b5e0a7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"828\" data-end=\"916\">To scientifically reproduce the transportation stress scenarios, Hisense Hitachi chose to use the <strong data-start=\"849\" data-end=\"873\">MSR165 Miniature Shock and Vibration Recorder<\/strong>Compact, waterproof, durable, low power consumption. Compact, waterproof, durable, low power consumption, high sampling frequency, and a battery life of up to 6 months, it is very suitable for long-distance transportation testing.<\/p><p data-start=\"918\" data-end=\"963\">Engineers installed the MSR165 on the bottom of the sheet metal of the external machine to collect the data of acceleration, temperature and humidity during the whole transportation process.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f4a9638 elementor-widget elementor-widget-image\" data-id=\"f4a9638\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"878\" height=\"404\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-4-1.webp\" class=\"attachment-large size-large wp-image-32136\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-4-1.webp 878w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-4-1-300x138.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-4-1-768x353.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-4-1-18x8.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2025\/12\/640-4-1-600x276.webp 600w\" sizes=\"(max-width: 878px) 100vw, 878px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-88aa8ec elementor-widget elementor-widget-text-editor\" data-id=\"88aa8ec\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"965\" data-end=\"1042\">By setting the 1.5g trigger threshold and 400Hz sampling frequency, vibration and shock signals can be captured completely. The PSD (Power Spectral Density) curve is then generated by MSR software and compared with the national standard:<\/p><ul data-start=\"1044\" data-end=\"1106\"><li data-start=\"1044\" data-end=\"1066\"><p data-start=\"1046\" data-end=\"1066\">Reproduce transportation and structural damage (e.g., cracked copper tubing)<\/p><\/li><li data-start=\"1067\" data-end=\"1077\"><p data-start=\"1069\" data-end=\"1077\">Verification of New Designs<\/p><\/li><li data-start=\"1078\" data-end=\"1089\"><p data-start=\"1080\" data-end=\"1089\">Optimized packaging and mechanisms<\/p><\/li><li data-start=\"1090\" data-end=\"1106\"><p data-start=\"1092\" data-end=\"1106\">Modeling of corporate-owned transportation environments<\/p><\/li><\/ul><p data-start=\"1108\" data-end=\"1138\">In addition, MSR equipment can synchronize temperature and humidity measurements, which helps to set standards for warehouse environments.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-add1130 elementor-widget elementor-widget-heading\" data-id=\"add1130\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">04 Outcome: Risk reduction, design optimization, cost savings <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f4a31dc elementor-widget elementor-widget-text-editor\" data-id=\"f4a31dc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1178\" data-end=\"1271\">Through the MSR165's high-precision monitoring and visualization analysis, Hisense Hitachi identifies potential design risks in advance of the new product stage and makes targeted improvements to packaging and structure. This significantly improves the transportation reliability of products and saves approximately <strong data-start=\"1254\" data-end=\"1270\">Adverse market loss of $2 million<\/strong>The<\/p><p data-start=\"1273\" data-end=\"1312\">Accurate data also improves development efficiency, strengthens quality control processes, and increases trust in the brand among end markets and partners.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ce46c9 elementor-widget elementor-widget-heading\" data-id=\"8ce46c9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-small\">05 Reasons for choosing MSR<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a29f4ea elementor-widget elementor-widget-text-editor\" data-id=\"a29f4ea\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1361\" data-end=\"1436\">Hisense Hitachi first learned about MSR from a vibration\/impact case, and after comparing similar products in the market, found that some of the domestic equipment had limitations such as large size, small storage, and lack of accuracy, and were not able to support long term transportation monitoring.<\/p><p data-start=\"1438\" data-end=\"1491\">And the Swiss-made <strong data-start=\"1445\" data-end=\"1455\">MSR165<\/strong> With high precision, small size, high reliability and strong endurance, it was finally adopted by Hisense Hitachi team.<\/p><h5 data-start=\"1498\" data-end=\"1517\">01\uff5cCompact size, multi-parameter recording<\/h5><p data-start=\"1518\" data-end=\"1614\">MSR165 only <strong data-start=\"1527\" data-end=\"1546\">39\u00d723\u00d772 mm, 64g<\/strong>Coca-Cola <strong data-start=\"1550\" data-end=\"1561\">1600 Hz<\/strong> High-speed acceleration sampling with 13-bit resolution and built-in high-precision 3-axis accelerometer for simultaneous recording of temperature, humidity, pressure, light and other environmental parameters.<\/p><p data-start=\"1616\" data-end=\"1655\">The built-in recording capacity is over 2 million data items and supports tens of thousands of impact measurements, making it suitable for long term high precision monitoring.<\/p><h5 data-start=\"1662\" data-end=\"1681\">02\uff5cHigh Accuracy Raw Acceleration Data<\/h5><p data-start=\"1682\" data-end=\"1750\">General shock recorders can only record short data at the moment of over-threshold, which is difficult to be converted into frequency domain data. However, MSR165 can continuously record the complete time domain data at high frequency and completely restore the vibration events in transportation.<\/p><h5 data-start=\"1757\" data-end=\"1774\">03\uff5cHigh-end Spectrum Analysis Capability<\/h5><p data-start=\"1775\" data-end=\"1846\">MSR165 generates vibration phase, amplitude, power, and PSD spectra through Fourier transformation, and can be directly compared with the requirements of the national standard, so that enterprises can make scientific decisions based on data rather than experience.<\/p><h5 data-start=\"1853\" data-end=\"1871\">04\uff5cIntelligent Data Analysis Software<\/h5><p data-start=\"1872\" data-end=\"1929\">In the face of huge amount of data, MSR suite provides quick analysis tools, such as the MSR175's \"Ultra Threshold Event Mode\" which avoids redundancy and makes the analysis more efficient.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45ed7c8 elementor-widget elementor-widget-button\" data-id=\"45ed7c8\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/aiportek.com\/msr-shock-vibration-logger\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Go to MSR Product Page<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\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\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-9049411 e-flex e-con-boxed e-con e-parent\" data-id=\"9049411\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cfcf4de e-flex e-con-boxed e-con e-parent\" data-id=\"cfcf4de\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dbc1b58 elementor-widget elementor-widget-heading\" data-id=\"dbc1b58\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-xl\">Other Articles<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74adc8f elementor-posts--align-left elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"74adc8f\" data-element_type=\"widget\" data-settings=\"{&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:100,&quot;sizes&quot;:[]},&quot;cards_columns&quot;:&quot;3&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-34388 post type-post status-publish format-standard has-post-thumbnail hentry category-18 tag-peak tag-38\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/analog-digital-signal-mapping-can-fd-guide\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"567\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-7.webp\" class=\"attachment-full size-full wp-image-34389\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-7.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-7-300x166.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-7-768x425.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-7-18x10.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-7-600x332.webp 600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Case<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a 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loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"587\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1-1.webp\" class=\"attachment-full size-full wp-image-34223\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1-1.webp 1080w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1-1-300x163.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1-1-1024x557.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1-1-768x417.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1-1-18x10.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1-1-600x326.webp 600w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Case<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a 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\u3010\u8679\u79d1\u65b9\u6848\u3011 \u8679\u79d1\u96d9\u6a21\u614b\u4eff\u771f\u6e2c\u8a66\u65b9\u6848\uff1a3DGS \u8207 aiSim \u6df1\u5ea6\u89e3\u6790 | \u6578\u5b57\u5b7f\u751f\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t2026\u5e744\u670814\u65e5\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-34207 post type-post status-publish format-standard has-post-thumbnail hentry category-18 tag-vuzix tag-42\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/aiportek.com\/en\/pcb-inspection-ar-ai-workflow\/\" tabindex=\"-1\" target=\"_blank\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"721\" src=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640.webp\" class=\"attachment-full size-full wp-image-34213\" alt=\"\" srcset=\"https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640.webp 1080w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-300x200.webp 300w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-1024x684.webp 1024w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-768x513.webp 768w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-18x12.webp 18w, https:\/\/aiportek.com\/wp-content\/uploads\/2026\/04\/640-600x401.webp 600w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Hongke Case<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/aiportek.com\/en\/pcb-inspection-ar-ai-workflow\/\" target=\"&quot;_blank&quot;\">\n\t\t\t\t\u3010\u8679\u79d1\u65b9\u6848\u3011AI \u8b58\u5225\u8207 AR \u5de5\u4f5c\u6d41\uff1a\u91cd\u5851 PCB \u8cea\u6aa2\u826f\u7387\u8207\u6578\u5b57\u5316\u5de5\u5ee0\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>\u9762\u81e8 PCB \u8cea\u6aa2\u826f\u7387\u74f6\u9838\uff1f\u8679\u79d1 HongKe \u63d0\u4f9b AR \u6a19\u6e96\u5316\u5de5\u4f5c\u6d41 + AI \u8b58\u5225\u89e3\u6c7a\u65b9\u6848\uff0c\u5c07\u8089\u773c\u6f0f\u6aa2\u7387\u964d\u4f4e 50%\uff0c\u65b0\u54e1\u5de5\u57f9\u8a13\u7e2e\u77ed\u81f3 1 \u5929\u3002\u9069\u7528\u65bc\u9999\u6e2f\u53ca\u6771\u5357\u4e9e\u96fb\u5b50\u88fd\u9020\u8f49\u578b\uff0c\u52a9\u60a8\u5be6\u73fe\u9ad8\u6548\u54c1\u8cea\u63a7\u88fd\u8207\u54c1\u8cea\u8ffd\u6eaf\u3002<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/aiportek.com\/en\/pcb-inspection-ar-ai-workflow\/\" aria-label=\"Read more about \u3010\u8679\u79d1\u65b9\u6848\u3011AI \u8b58\u5225\u8207 AR \u5de5\u4f5c\u6d41\uff1a\u91cd\u5851 PCB \u8cea\u6aa2\u826f\u7387\u8207\u6578\u5b57\u5316\u5de5\u5ee0\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tHongKeTechnology\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t2026\u5e744\u67088\u65e5\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t<div class=\"e-load-more-anchor\" data-page=\"1\" data-max-page=\"29\" data-next-page=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32131\/page\/2\/\"><\/div>\n\t\t\t\t<nav class=\"elementor-pagination\" aria-label=\"Pagination\">\n\t\t\t<span class=\"page-numbers prev\">\"<\/span>\n<span aria-current=\"page\" class=\"page-numbers current\"><span class=\"elementor-screen-only\">Page<\/span>1<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32131\/page\/2\/\"><span class=\"elementor-screen-only\">Page<\/span>2<\/a>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32131\/page\/3\/\"><span class=\"elementor-screen-only\">Page<\/span>3<\/a>\n<span class=\"page-numbers dots\">...<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32131\/page\/5\/\"><span class=\"elementor-screen-only\">Page<\/span>5<\/a>\n<a class=\"page-numbers next\" href=\"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32131\/page\/2\/\">\"<\/a>\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Hisense Hitachi utilizes the Swiss-made HONGKE MSR165\/175 Vibration Recorder to quantify the transportation risk of central air-conditioning equipment, build PSD spectral models, and optimize structural and packaging design, saving more than 2 million dollars in quality losses annually. Suitable for logistics, manufacturing and heavy equipment monitoring scenarios.<\/p>","protected":false},"author":1,"featured_media":32133,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[18],"tags":[53,52],"class_list":["post-32131","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-18","tag-msr","tag-52"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32131","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/comments?post=32131"}],"version-history":[{"count":8,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32131\/revisions"}],"predecessor-version":[{"id":32144,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/posts\/32131\/revisions\/32144"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/media\/32133"}],"wp:attachment":[{"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/media?parent=32131"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/categories?post=32131"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiportek.com\/en\/wp-json\/wp\/v2\/tags?post=32131"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}