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fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" class=\"wp-image-554\" src=\"https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-42-1024x576.jpg\" alt=\"Machine Learning\" srcset=\"https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-42-1024x576.jpg 1024w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-42-600x338.jpg 600w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-42-300x169.jpg 300w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-42-768x432.jpg 768w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-42-1536x864.jpg 1536w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-42.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\r\n<h3>\u9810\u6e2c\u5206\u6790\uff1a\u5f71\u97ff\u8207\u6548\u76ca<\/h3>\r\n<p>\u6839\u64da\u5fb7\u52e4\u7684\u6578\u64da\uff0c\u975e\u512a\u5316\u7684\u7dad\u8b77\u7b56\u7565\u53ef\u80fd\u5c0e\u81f4\u751f\u7522\u80fd\u529b\u4e0b\u964d 5% \u81f3 20%\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u9810\u6e2c\u6027\u7dad\u8b77\u53ef\u4ee5\u5927\u5e45\u964d\u4f4e\u8207\u8a08\u5283\u5916\u505c\u6a5f\u76f8\u95dc\u7684\u6210\u672c\uff0c\u64da\u884c\u696d\u4f30\u8a08\uff0c\u9019\u4e9b\u6210\u672c\u6bcf\u5e74\u8b93\u5de5\u696d\u88fd\u9020\u5546\u640d\u5931\u7d04 450 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Next Move Strategy Consulting \u7684\u6578\u64da\uff0c\u5168\u7403\u9810\u6e2c\u6027\u7dad\u8b77\u5e02\u5834\u5728 2020 \u5e74\u4f30\u503c\u70ba 45 \u5104\u7f8e\u5143\uff0c\u9810\u8a08\u5230 2030 \u5e74\u5c07\u9054\u5230 643 \u5104\u7f8e\u5143\u3002\u9019\u7a2e\u7206\u70b8\u6027\u7684\u589e\u9577\u7a81\u986f\u4e86\u9810\u6e2c\u6027\u7dad\u8b77\u5728\u5404\u884c\u696d\u4e2d\u7684\u65e5\u76ca\u666e\u53ca\u3002<\/p>\r\n<p>\u4eba\u5de5\u667a\u6167\u548c\u6a5f\u5668\u5b78\u7fd2\u8655\u65bc\u9019\u4e00\u9032\u5316\u7684\u524d\u6cbf\uff0c\u63d0\u4f9b\u4e86\u66f4\u7cbe\u78ba\u7684\u9810\u6e2c\u548c\u66f4\u6709\u6548\u7684\u7dad\u8b77\u6d41\u7a0b\u3002\u9019\u4e9b\u6280\u8853\u65e5\u76ca\u6210\u719f\uff0c\u4f7f\u7dad\u8b77\u7b56\u7565\u66f4\u70ba\u7d30\u7dfb\u4e14\u6709\u6548\uff0c\u6c7a\u7b56\u57fa\u65bc\u5373\u6642\u6d1e\u5bdf\u548c\u6578\u64da\u9a45\u52d5\u3002<\/p>\r\n<p><img decoding=\"async\" width=\"1024\" height=\"576\" class=\"wp-image-541\" src=\"https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-38-1024x576.jpg\" alt=\"The Rise of Smart Street Lights Versus Conventional Streetlights\" srcset=\"https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-38-1024x576.jpg 1024w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-38-600x338.jpg 600w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-38-300x169.jpg 300w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-38-768x432.jpg 768w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-38-1536x864.jpg 1536w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-38.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" 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decoding=\"async\" width=\"1024\" height=\"576\" class=\"wp-image-546\" src=\"https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-40-1024x576.jpg\" alt=\"roadway Predictive Maintenance\" srcset=\"https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-40-1024x576.jpg 1024w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-40-600x338.jpg 600w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-40-300x169.jpg 300w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-40-768x432.jpg 768w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-40-1536x864.jpg 1536w, https:\/\/leotek.pixo-lab.com\/wp-content\/uploads\/2024\/02\/Orchards-at-Walnut-Creek-40.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" 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4.0 \u7684\u652f\u67f1\u4e4b\u4e00\uff0c\u4ee3\u8868\u4e86\u5de5\u696d\u5728\u8a2d\u5099\u7dad\u8b77\u65b9\u5f0f\u4e0a\u7684\u4e00\u500b\u91cd\u5927\u8f49\u8b8a\u3002\u901a\u904e\u5229\u7528\u6578\u64da\u5206\u6790\u3001\u7269\u806f\u7db2\u548c\u5148\u9032\u6280\u8853\u5982\u4eba\u5de5\u667a\u6167\u548c\u6a5f\u5668\u5b78\u7fd2\uff0c\u9810\u6e2c\u6027\u7dad\u8b77\u8d85\u8d8a\u4e86\u50b3\u7d71\u7684\u7dad\u8b77\u65b9\u6cd5\uff0c\u63d0\u4f9b\u4e86\u66f4\u6709\u6548\u3001\u6210\u672c\u6548\u76ca\u66f4\u9ad8\u3001\u66f4\u53ef\u9760\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u5b83\u4e0d\u50c5\u6709\u52a9\u65bc\u907f\u514d\u8a2d\u5099\u6545\u969c\u548c\u6e1b\u5c11\u505c\u6a5f\u6642\u9593\uff0c\u9084\u5728\u63d0\u9ad8\u884c\u696d\u6574\u9ad4\u904b\u71df\u6548\u7387\u65b9\u9762\u767c\u63ee\u4e86\u81f3\u95dc\u91cd\u8981\u7684\u4f5c\u7528\u3002\u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\uff0c\u9810\u6e2c\u6027\u7dad\u8b77\u7b56\u7565\u7684\u63a1\u7528\u548c\u5b8c\u5584\uff0c\u5c07\u662f\u5168\u7403\u5de5\u696d\u6210\u529f\u548c\u7af6\u722d\u529b\u7684\u95dc\u9375\u56e0\u7d20\u3002<\/p>\r\n<p>&nbsp;<\/p><h3 class=\"wp-block-heading\">\u8cc7\u6599\u4f86\u6e90<\/h3><ol class=\"wp-block-list\"><li>Liguori, G. (2022, March 23). Predictive maintenance in industry 4.0: applications and advantages. LinkedIn. <a>https:\/\/www.linkedin.com\/pulse\/predictive-maintenance-industry-40-applications-giuliano-liguori\/<\/a><\/li>\r\n\r\n<li>Deloitte. (n.d.). Maintenance strategy and its impact on production capacity. Deloitte Research. <a>https:\/\/www2.deloitte.com\/global\/en\/pages\/manufacturing\/articles\/maintenance-strategy-production-capacity.html<\/a><\/li>\r\n\r\n<li>Industrial Internet of Things (IIoT) Market Size. (2025). Market Analysis Report. <a>https:\/\/www.researchandmarkets.com\/reports\/4826601\/industrial-internet-of-things-iiot-market-size<\/a><\/li>\r\n\r\n<li>ModelOp Center v3.0. (n.d.). ModelOp. <a>https:\/\/www.modelop.com\/modelop-center\/<\/a><\/li><\/ol>","protected":false},"excerpt":{"rendered":"<p>\u9810\u6e2c\u6027\u7dad\u8b77\u5728\u73fe\u4ee3\u5de5\u696d\u4e2d\u626e\u6f14\u8457\u8d8a\u4f86\u8d8a\u91cd\u8981\u7684\u89d2\u8272\uff0c\u5b83\u5229\u7528\u5373\u6642\u6578\u64da\u3001\u5148\u9032\u5206\u6790\u6280\u8853\u4ee5\u53ca\u7db2\u8def\u6280\u8853\u4f86\u9810\u5148\u8b58\u5225\u8a2d\u5099\u53ef\u80fd\u7684\u6545\u969c\u9ede\u3002\u9019\u7a2e\u7b56\u7565\u4f9d\u8cf4\u65bc\u5404\u7a2e\u611f\u6e2c\u5668\u548c\u72c0\u614b\u76e3\u63a7\u6280\u8853\uff0c\u5982\u632f\u52d5\u5206\u6790\u548c\u6cb9\u6db2\u5206\u6790\uff0c\u9019\u4e9b\u6280\u8853\u80fd\u6301\u7e8c\u8a55\u4f30\u8a2d\u5099\u7684\u904b\u884c\u72c0\u614b\u3002\u900f\u904e\u904b\u7528\u5b78\u7fd2\u6f14\u7b97\u6cd5\u548c\u9810\u6e2c\u6027\u5206\u6790\uff0c\u5b83\u63d0\u4f9b\u4e86\u53ef\u884c\u7684\u6d1e\u5bdf\uff0c\u4f7f\u7dad\u8b77\u5718\u968a\u80fd\u5920\u5728\u554f\u984c\u5c0e\u81f4\u8a2d\u5099\u6545\u969c\u6216\u975e\u8a08\u5283\u6027\u505c\u6a5f\u4e4b\u524d\u9032\u884c\u5e72\u9810\u3002<\/p>\n","protected":false},"author":2,"featured_media":15969,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[293,292],"tags":[306,583,584],"ppma_author":[627],"class_list":["post-15968","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-iot-and-smart-city-tw","category-intelligent-traffic-light-systems-tw","tag-intelligent-traffic-light-systems-tw","tag-predictive-maintenance-tw","tag-smart-city-tw"],"acf":[],"authors":[{"term_id":627,"user_id":2,"is_guest":0,"slug":"johnnywubusiness","display_name":"Johnny Wu","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/bf009613e798097a0fc8d430739aafa0?s=96&d=mm&r=g","first_name":"Johnny","last_name":"Wu","user_url":"","job_title":"","description":"Specializing in SEO and digital marketing with a passion for enhancing online visibility. With over a year in the IoT industry, I focus on advancing roadway IoT and AI technologies to improve traffic management and road safety."}],"_links":{"self":[{"href":"https:\/\/leotek.pixo-lab.com\/tw\/wp-json\/wp\/v2\/posts\/15968","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/leotek.pixo-lab.com\/tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/leotek.pixo-lab.com\/tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/leotek.pixo-lab.com\/tw\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/leotek.pixo-lab.com\/tw\/wp-json\/wp\/v2\/comments?post=15968"}],"version-history":[{"count":2,"href":"https:\/\/leotek.pixo-lab.com\/tw\/wp-json\/wp\/v2\/posts\/15968\/revisions"}],"predecessor-version":[{"id":15972,"href":"https:\/\/leotek.pixo-lab.com\/tw\/wp-json\/wp\/v2\/posts\/15968\/revisions\/15972"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/leotek.pixo-lab.com\/tw\/wp-json\/wp\/v2\/media\/15969"}],"wp:attachment":[{"href":"https:\/\/leotek.pixo-lab.com\/tw\/wp-json\/wp\/v2\/media?parent=15968"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/leotek.pixo-lab.com\/tw\/wp-json\/wp\/v2\/categories?post=15968"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/leotek.pixo-lab.com\/tw\/wp-json\/wp\/v2\/tags?post=15968"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/leotek.pixo-lab.com\/tw\/wp-json\/wp\/v2\/ppma_author?post=15968"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}