{"id":1329,"date":"2026-09-08T17:28:30","date_gmt":"2026-09-08T09:28:30","guid":{"rendered":"https:\/\/duriandaily.com\/sg\/?p=1329"},"modified":"2026-09-08T17:28:30","modified_gmt":"2026-09-08T09:28:30","slug":"how-smart-stores-use-ai-sensors-for-cold-storage-sg","status":"publish","type":"post","link":"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/","title":{"rendered":"How Smart Stores Use AI Sensors for Cold Storage SG"},"content":{"rendered":"<style>@import url('https:\/\/fonts.googleapis.com\/css2?family=Merriweather:ital,wght@0,100..900;1,100..700;1,100..900&family=Montserrat:ital,wght@0,100..900;1,100..900&family=Roboto:ital,wght@0,100..900;1,100..900&family=Rubik:ital,wght@0,100..900;1,100..900&display=auto');.wp-premium-body { font-family: 'Rubik', 'Roboto', sans-serif; color: #333333; line-height: 1.75; font-size: 16px; margin: 0 auto; }.wp-premium-callout { font-family: 'Merriweather', serif; background-color: #f4f7f6; border-left: 4px solid #00a88f; padding: 22px; margin: 25px 0; border-radius: 0 8px 8px 0; }.wp-premium-cta-box { background: linear-gradient(135deg, #111111 0%, #2c3e50 100%); color: #ffffff; padding: 40px; text-align: center; border-radius: 12px; margin: 40px 0; }.wp-premium-btn { display: inline-block; background-color: #00a88f; color: #ffffff !important; padding: 14px 35px; text-decoration: none !important; font-weight: bold; border-radius: 5px; margin-top: 15px; }<\/style>\n<div class='wp-premium-body'>\n<div class='wp-premium-callout'><strong>Quick Summary:<\/strong><\/p>\n<p>In Singapore&#8217;s humid climate, the silent killer in cold storage is not a failed compressor\u2014it&#8217;s a +2\u00b0C thermal drift that sits inside vendor tolerances but ruins a pallet of chilled fish between the Benoi distribution centre and the retail isle. This article zeroes in on which AI-equipped sensors (Tive, Sensirion, Onset) actually get mounted in SG smart stores and cold warehouses, how the on-device AI filters false alarms, and what metrics store operators in Changi and Jurong use to justify the hardware spend.<\/p>\n<\/div>\n<h2>Sensor Hardware That Survives the Freezer Wall<\/h2>\n<p>The standard mistake is buying commercial IoT probes meant for 20\u00b0C air conditioning. Inside a walk-in freezer at -22\u00b0C, most BLE beacons die within 90 days. The practical unit in SG facilities is the <strong>Tive Solo Pro<\/strong> \u2014 a single-use logistics tracker that logs ambient temperature, light exposure (detects opened doors), shock, and humidity for 45 days straight. For fixed in-store monitoring, the <strong>Onset HOBO MX1105<\/strong> is the workhorse because it uses a separate 2.5mm probe, so the transceiver lives outside the insulation while the sensing tip stays buried in the frozen vegetable bunker.<\/p>\n<p>On the wired side, <strong>Sensirion SHT4x<\/strong> humidity\/temperature chips are burned into most custom end-to-end sensor boards used by SG cold chai n integrators. The key, however, is not the sensor type \u2014 it is the batch calibration report. Store operators who insist on an ISO 17025 calibration certificate per probe are the ones who survive an SFA audit without a fine. For SG&#8217;s high-humidity rice and confectionary storage, a <strong>THD (temperature-humidity-dewpoint) probe<\/strong> is mandatory; single-function thermistors will miss condensation events that create mould.<\/p>\n<h2>The AI Layer: Anomaly Detection vs Threshold Alerts<\/h2>\n<p>Legacy sensors beep at a hard threshold like 4\u00b0C. That produces exactly 47 alarms per month per store, and eventually the manager disables the notification. The AI layer in modern deployments is a <strong>multi-variable anomaly classifier<\/strong> that watches the entire cold envelope in parallel: refrigerant pressure, compressor amperage draw, door-open frequency, and a rolling 30-minute slope of temperature change.<\/p>\n<p>For example, Tive&#8217;s cloud platform applies a <strong>temp-rate-of-change algorithm<\/strong> \u2014 an 8\u00b0C jump in six minutes from a door left ajar looks different from a 2\u00b0C per hour compressor leak. Only the second triggers an alert. Some SG stores running AWS IoT SiteWise feed the sensor stream into a <strong>random forest classifier<\/strong> trained on local ambient conditions (e.g., a tropical thunderstorm dropping the external temp by 5\u00b0C within 20 minutes, which is normal in Singapore and should not trigger an air-con load alarm). This drops false positives from 47 per month to roughly 3 per quarter \u2014 which is what makes 24\/7 monitoring actually survivable for a duty manager.<\/p>\n<h2>SG Deployment: The Frozen Isled, The Backroom, The Last-Mile Steps<\/h2>\n<p>Look at how these sensors get installed in SG retail and cold-chain spaces, with specific zones:<\/p>\n<p>&#8211; <strong>The frozen isle (open-front freezer cabinets)<\/strong>: Retail stores rely on <strong>infrared thermopile arrays<\/strong> mounted on top of the cabinet \u2014 these detect the temperature at product surface level rather than the air return. The product-surface reading is what the Singapore Food Agency (SFA) cares about, and it runs 2-3\u00b0C hotter than the air duct sensor. No AI is needed if the operator is already compliant.<\/p>\n<p>&#8211; <strong>The backroom walk-in chiller<\/strong>: This is where <strong>magnetic door position sensors<\/strong> plus <strong>vibration transducers on the condensing unit<\/strong> get wired to a local LoRaWAN gateway. The AI learns the 4 AM defrost cycle and won&#8217;t alert during the scheduled temperature rise.<\/p>\n<p>&#8211; <strong>The last-mile delivery vehicle<\/strong>: Not exactly a store, but smart stores pay their supplier&#8217;s SLA. A reefer truck arriving at the loading dock with the product already at 9\u00b0C is a daily event. Stores contractually require <strong>real-time cloud trace data<\/strong> from the transporter \u2014 not a printed trip sheet.<\/p>\n<h2>Filename-Grade Data for SFA and Pharma Audits<\/h2>\n<p>Getting an AI alarm is useless if the data cannot be post-processed and exported in a readable, digital way for SFA inspections (which run on the <strong>SFA &#8220;Food Safety&#8221; data standards<\/strong>). Real SG deployments export the raw sensor log as a <strong>CSV with Unix timestamps and sensor-alias mapping<\/strong>; the shop&#8217;s cool-room manager runs a JQL query in the dashboard and prints a 15-minute interval trend line for the auditor.<\/p>\n<p>Where this actually pays off structurally is in <strong>pharma and temperature-critical logistics<\/strong>. A store like a Watsons outlet receiving cold-chain medicines handles a 2\u00b0C\u20138\u00b0C window. Their AI sensor system triggers a <strong>deviation report that is auto-attached to the goods receipt note<\/strong> in the ERP system (SAP or Oracle NetSuite). Physically, the audit trail is cleaner than any manual temperature chart, and the store passes Health Sciences Authority (HSA) inspections without re-collecting signatures.<\/p>\n<h2>The Klang Valley Counterpoint and the Real Bottom Line<\/h2>\n<p>For readers in Malaysia comparing their own operations: the SG pattern is transferable, but the ROI looks different across the Causeway. In JB and Klang Valley, the wages for a night-shift technician are roughly half of SG, so <strong>the &#8220;replace manual temperature rounds&#8221; argument collapses<\/strong>. The AI sensor win in Malaysia is purely <strong>spoilage and energy<\/strong>: a 1\u00b0C over-cooling on a 20-pallet chiller costs approximately RM 540\/month in electricity in KL. The same over-cooling in SG costs about S$ 340\/month, and store labour is too expensive to check the logs manually.<\/p>\n<p>The actual SG business case boils down to two metrics: <strong>seconds of compressor runtime per cooling event<\/strong>, and <strong>door-open duration per hour inside humidity-controlled zones<\/strong>. Store operators who optimize for both usually see a <strong>12-18% compressor energy reduction<\/strong> within the first 60 days, which pays for a 6-sensor Tive deployment on the Changi distribution belt within 5 months.<\/p>\n<div style='overflow-x: auto; margin: 30px 0;'>\n<table class='wp-premium-table'>\n<thead>\n<tr>\n<th>Item<\/th>\n<th>Key Feature<\/th>\n<th>Best For<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Tive Solo Pro<\/td>\n<td>45-day battery, real-time GPS + temp\/light\/shock<\/td>\n<td>Last-mile road and air freight to SG stores<\/td>\n<\/tr>\n<tr>\n<td>Onset HOBO MX1105<\/td>\n<td>External probe tip, LCD readout, decent mobile app<\/td>\n<td>Fixed walk-in freezers and chillers<\/td>\n<\/tr>\n<tr>\n<td>Sensirion SHT4x<\/td>\n<td>High accuracy (\u00b10.2\u00b0C), humidity + temp on one PCB<\/td>\n<td>Custom integrated boards in chiller rooms<\/td>\n<\/tr>\n<tr>\n<td>Infrared thermopile array<\/td>\n<td>Surface-level temp, not air-temp<\/td>\n<td>Open-top retail freezer cabinets<\/td>\n<\/tr>\n<tr>\n<td>LoRaWAN gateway + log file export<\/td>\n<td>10-year battery on nodes, CSV export for SFA<\/td>\n<td>Cold chain data integrity in retail backrooms<\/td>\n<\/tr>\n<tr>\n<td>AWS IoT SiteWise \/ Azure IoT<\/td>\n<td>Random forest false-alarm filtering<\/td>\n<td>Multi-store SG retail networks<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class='wp-premium-cta-box'>\n<h3>Ready to Accelerate Your Digital Growth Strategy?<\/h3>\n<p>Partner with an industry-leading digital agency to upscale your infrastructure today.<\/p>\n<p><a href='https:\/\/www.justsimple.com.my\/' class='wp-premium-btn'>Get Started for Free Today<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Quick Summary: In Singapore&#8217;s humid climate, the silent killer in cold storage is not a failed compressor\u2014it&#8217;s a +2\u00b0C thermal drift that sits inside vendor tolerances but ruins a pallet of chilled fish between the Benoi distribution centre and the retail isle. This article zeroes in on which AI-equipped sensors (Tive, Sensirion, Onset) actually get [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":1429,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_ppma_block_editor_authors":""},"categories":[15],"tags":[],"ppma_author":[34],"class_list":["post-1329","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-lifestyle-culture"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How Smart Stores Use AI Sensors for Cold Storage SG - Durian Daily News Singapore<\/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:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Smart Stores Use AI Sensors for Cold Storage SG - Durian Daily News Singapore\" \/>\n<meta property=\"og:description\" content=\"Quick Summary: In Singapore&#8217;s humid climate, the silent killer in cold storage is not a failed compressor\u2014it&#8217;s a +2\u00b0C thermal drift that sits inside vendor tolerances but ruins a pallet of chilled fish between the Benoi distribution centre and the retail isle. This article zeroes in on which AI-equipped sensors (Tive, Sensirion, Onset) actually get [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/\" \/>\n<meta property=\"og:site_name\" content=\"Durian Daily News Singapore\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-08T09:28:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/duriandaily.com\/sg\/wp-content\/uploads\/2026\/09\/how-smart-stores-use-ai-sensors-for-cold-storage-sg.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"becky fung\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"becky fung\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\\\/\"},\"author\":{\"name\":\"becky fung\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/#\\\/schema\\\/person\\\/0161ce86d424824cfabfbc5d36aa95f4\"},\"headline\":\"How Smart Stores Use AI Sensors for Cold Storage SG\",\"datePublished\":\"2026-09-08T09:28:30+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\\\/\"},\"wordCount\":1065,\"publisher\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg.webp\",\"articleSection\":[\"Lifestyle &amp; Culture\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\\\/\",\"url\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\\\/\",\"name\":\"How Smart Stores Use AI Sensors for Cold Storage SG - Durian Daily News Singapore\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg.webp\",\"datePublished\":\"2026-09-08T09:28:30+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/duriandaily.com\\\/sg\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\\\/#primaryimage\",\"url\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg.webp\",\"contentUrl\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg.webp\",\"width\":1920,\"height\":1080},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Durian Daily\",\"item\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How Smart Stores Use AI Sensors for Cold Storage SG\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/#website\",\"url\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/\",\"name\":\"Durian Daily Singapore\",\"description\":\"Singapore\u2019s Latest Breaking News &amp; Trending Stories\",\"publisher\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/#organization\"},\"alternateName\":\"Latest News by Durian Daily\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/#organization\",\"name\":\"Durian Daily Singapore\",\"alternateName\":\"Durian Daily Singapore Official\",\"url\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/cropped-durian-daily-blog-singapore.png\",\"contentUrl\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/cropped-durian-daily-blog-singapore.png\",\"width\":512,\"height\":512,\"caption\":\"Durian Daily Singapore\"},\"image\":{\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/#\\\/schema\\\/person\\\/0161ce86d424824cfabfbc5d36aa95f4\",\"name\":\"becky fung\",\"url\":\"https:\\\/\\\/duriandaily.com\\\/sg\\\/author\\\/beckyfung\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How Smart Stores Use AI Sensors for Cold Storage SG - Durian Daily News Singapore","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/","og_locale":"en_US","og_type":"article","og_title":"How Smart Stores Use AI Sensors for Cold Storage SG - Durian Daily News Singapore","og_description":"Quick Summary: In Singapore&#8217;s humid climate, the silent killer in cold storage is not a failed compressor\u2014it&#8217;s a +2\u00b0C thermal drift that sits inside vendor tolerances but ruins a pallet of chilled fish between the Benoi distribution centre and the retail isle. This article zeroes in on which AI-equipped sensors (Tive, Sensirion, Onset) actually get [&hellip;]","og_url":"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/","og_site_name":"Durian Daily News Singapore","article_published_time":"2026-09-08T09:28:30+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/duriandaily.com\/sg\/wp-content\/uploads\/2026\/09\/how-smart-stores-use-ai-sensors-for-cold-storage-sg.webp","type":"image\/webp"}],"author":"becky fung","twitter_card":"summary_large_image","twitter_misc":{"Written by":"becky fung","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/#article","isPartOf":{"@id":"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/"},"author":{"name":"becky fung","@id":"https:\/\/duriandaily.com\/sg\/#\/schema\/person\/0161ce86d424824cfabfbc5d36aa95f4"},"headline":"How Smart Stores Use AI Sensors for Cold Storage SG","datePublished":"2026-09-08T09:28:30+00:00","mainEntityOfPage":{"@id":"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/"},"wordCount":1065,"publisher":{"@id":"https:\/\/duriandaily.com\/sg\/#organization"},"image":{"@id":"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/#primaryimage"},"thumbnailUrl":"https:\/\/duriandaily.com\/sg\/wp-content\/uploads\/2026\/09\/how-smart-stores-use-ai-sensors-for-cold-storage-sg.webp","articleSection":["Lifestyle &amp; Culture"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/","url":"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/","name":"How Smart Stores Use AI Sensors for Cold Storage SG - Durian Daily News Singapore","isPartOf":{"@id":"https:\/\/duriandaily.com\/sg\/#website"},"primaryImageOfPage":{"@id":"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/#primaryimage"},"image":{"@id":"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/#primaryimage"},"thumbnailUrl":"https:\/\/duriandaily.com\/sg\/wp-content\/uploads\/2026\/09\/how-smart-stores-use-ai-sensors-for-cold-storage-sg.webp","datePublished":"2026-09-08T09:28:30+00:00","breadcrumb":{"@id":"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/#primaryimage","url":"https:\/\/duriandaily.com\/sg\/wp-content\/uploads\/2026\/09\/how-smart-stores-use-ai-sensors-for-cold-storage-sg.webp","contentUrl":"https:\/\/duriandaily.com\/sg\/wp-content\/uploads\/2026\/09\/how-smart-stores-use-ai-sensors-for-cold-storage-sg.webp","width":1920,"height":1080},{"@type":"BreadcrumbList","@id":"https:\/\/duriandaily.com\/sg\/how-smart-stores-use-ai-sensors-for-cold-storage-sg\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Durian Daily","item":"https:\/\/duriandaily.com\/sg\/"},{"@type":"ListItem","position":2,"name":"How Smart Stores Use AI Sensors for Cold Storage SG"}]},{"@type":"WebSite","@id":"https:\/\/duriandaily.com\/sg\/#website","url":"https:\/\/duriandaily.com\/sg\/","name":"Durian Daily Singapore","description":"Singapore\u2019s Latest Breaking News &amp; Trending Stories","publisher":{"@id":"https:\/\/duriandaily.com\/sg\/#organization"},"alternateName":"Latest News by Durian Daily","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/duriandaily.com\/sg\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/duriandaily.com\/sg\/#organization","name":"Durian Daily Singapore","alternateName":"Durian Daily Singapore Official","url":"https:\/\/duriandaily.com\/sg\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/duriandaily.com\/sg\/#\/schema\/logo\/image\/","url":"https:\/\/duriandaily.com\/sg\/wp-content\/uploads\/2025\/03\/cropped-durian-daily-blog-singapore.png","contentUrl":"https:\/\/duriandaily.com\/sg\/wp-content\/uploads\/2025\/03\/cropped-durian-daily-blog-singapore.png","width":512,"height":512,"caption":"Durian Daily Singapore"},"image":{"@id":"https:\/\/duriandaily.com\/sg\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/duriandaily.com\/sg\/#\/schema\/person\/0161ce86d424824cfabfbc5d36aa95f4","name":"becky fung","url":"https:\/\/duriandaily.com\/sg\/author\/beckyfung\/"}]}},"authors":[{"term_id":34,"user_id":5,"is_guest":0,"slug":"beckyfung","display_name":"becky fung","avatar_url":"https:\/\/duriandaily.com\/sg\/wp-content\/uploads\/2025\/03\/beckyfung-HK.png","author_category":"","first_name":"becky","last_name":"fung","user_url":"","job_title":"","description":""}],"_links":{"self":[{"href":"https:\/\/duriandaily.com\/sg\/wp-json\/wp\/v2\/posts\/1329","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/duriandaily.com\/sg\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/duriandaily.com\/sg\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/duriandaily.com\/sg\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/duriandaily.com\/sg\/wp-json\/wp\/v2\/comments?post=1329"}],"version-history":[{"count":1,"href":"https:\/\/duriandaily.com\/sg\/wp-json\/wp\/v2\/posts\/1329\/revisions"}],"predecessor-version":[{"id":1430,"href":"https:\/\/duriandaily.com\/sg\/wp-json\/wp\/v2\/posts\/1329\/revisions\/1430"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/duriandaily.com\/sg\/wp-json\/wp\/v2\/media\/1429"}],"wp:attachment":[{"href":"https:\/\/duriandaily.com\/sg\/wp-json\/wp\/v2\/media?parent=1329"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/duriandaily.com\/sg\/wp-json\/wp\/v2\/categories?post=1329"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/duriandaily.com\/sg\/wp-json\/wp\/v2\/tags?post=1329"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/duriandaily.com\/sg\/wp-json\/wp\/v2\/ppma_author?post=1329"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}