{"id":4347,"date":"2025-12-25T14:51:58","date_gmt":"2025-12-25T06:51:58","guid":{"rendered":"https:\/\/www.udtsz.com\/?p=4347"},"modified":"2026-03-03T14:30:53","modified_gmt":"2026-03-03T06:30:53","slug":"solar-iot-water-resource-scheduling","status":"publish","type":"post","link":"https:\/\/www.udtsz.com\/en\/solar-iot-water-resource-scheduling\/","title":{"rendered":"From \"Fuzzy Experience\" to \"Data - Driven\": How the Solar - powered IoT System Empowers Precise Water Resource Scheduling and Decision - making"},"content":{"rendered":"<p>\u201c\u770b\u5929\u5403\u996d\u3001\u51ed\u7ecf\u9a8c\u653e\u6c34\u201d\uff0c\u66fe\u662f\u8bb8\u591a\u704c\u533a\u4e0e\u6c34\u5e93\u7ba1\u7406\u7684\u771f\u5b9e\u5199\u7167\u3002\u6c34\u8d44\u6e90\u7684\u65f6\u7a7a\u5206\u5e03\u4e0d\u5747\u4e0e\u9700\u6c42\u4fa7\u7684\u65e5\u76ca\u589e\u957f\uff0c\u5bf9\u4f20\u7edf\u7684\u3001\u76f8\u5bf9\u7c97\u653e\u7684\u6c34\u8d44\u6e90\u8c03\u5ea6\u6a21\u5f0f\u63d0\u51fa\u4e86\u4e25\u5cfb\u6311\u6218\u3002\u5982\u4f55\u5c06\u6bcf\u4e00\u65b9\u6c34\u7528\u5728\u201c\u5200\u5203\u201d\u4e0a\uff0c\u5b9e\u73b0\u793e\u4f1a\u3001\u7ecf\u6d4e\u3001\u751f\u6001\u6548\u76ca\u7684\u6700\u5927\u5316\uff1f\u7b54\u6848\u5728\u4e8e\u7528\u6570\u636e\u4ee3\u66ff\u201c\u6bdb\u4f30\u201d\uff0c\u7528\u6a21\u578b\u4f18\u5316\u201c\u7ecf\u9a8c\u201d\u3002\u90e8\u7f72\u4e8e\u6c34\u6e90\u3001\u6e20\u7cfb\u3001\u7530\u95f4\u7684<strong>\u592a\u9633\u80fd\u7269\u8054\u7f51\u6c34\u8d44\u6e90\u76d1\u6d4b\u7cfb\u7edf<\/strong>\uff0c\u5982\u540c\u4e3a\u6c34\u8d44\u6e90\u7ba1\u7406\u8005\u88c5\u4e0a\u4e86\u201c\u6570\u636e\u900f\u89c6\u773c\u201d\u548c\u201c\u667a\u80fd\u5206\u6790\u8111\u201d\uff0c\u4f7f\u7cbe\u51c6\u8c03\u5ea6\u4e0e\u51b3\u7b56\u6210\u4e3a\u53ef\u80fd\u3002<\/p>\n<p><strong>\u51b3\u7b56\u56f0\u5883\uff1a\u4fe1\u606f\u7f3a\u5931\u4e0b\u7684\u8c03\u5ea6\u4e4b\u56f0<\/strong><\/p>\n<p>\u5728\u7f3a\u4e4f\u5b9e\u65f6\u3001\u5168\u9762\u6570\u636e\u652f\u6491\u65f6\uff0c\u6c34\u8d44\u6e90\u8c03\u5ea6\u5e38\u9677\u5165\u56f0\u5883\uff1a<\/p>\n<ol class=\"ybc-ol-component ybc-ol-component_1\">\n<li class=\"ybc-li-component ybc-li-component_ol\"><strong>\u519c\u4e1a\u704c\u6e89<\/strong>\uff1a\u4f55\u65f6\u653e\u6c34\u3001\u653e\u591a\u5c11\u6c34\uff1f\u5f80\u5f80\u4f9d\u8d56\u7ba1\u7406\u5458\u7ecf\u9a8c\uff0c\u6781\u6613\u9020\u6210\u4e0a\u6e38\u5927\u6c34\u6f2b\u704c\u3001\u4e0b\u6e38\u65e0\u6c34\u53ef\u7528\uff0c\u6c34\u8d44\u6e90\u6d6a\u8d39\u4e25\u91cd\uff0c\u704c\u6e89\u6c34\u5229\u7528\u7cfb\u6570\u4f4e\u4e0b\u3002<\/li>\n<li class=\"ybc-li-component ybc-li-component_ol\"><strong>\u6c34\u5e93\u8054\u8c03<\/strong>\uff1a\u6d41\u57df\u5185\u591a\u4e2a\u6c34\u5e93\u5982\u4f55\u534f\u540c\uff1f\u7f3a\u4e4f\u4e0a\u6e38\u6765\u6c34\u3001\u533a\u95f4\u964d\u96e8\u7684\u7cbe\u786e\u9884\u62a5\uff0c\u96be\u4ee5\u5236\u5b9a\u6700\u4f18\u7684\u84c4\u6cc4\u65b9\u6848\uff0c\u53ef\u80fd\u9519\u5931\u84c4\u6c34\u826f\u673a\u6216\u52a0\u5267\u4e0b\u6e38\u9632\u6d2a\u538b\u529b\u3002<\/li>\n<li class=\"ybc-li-component ybc-li-component_ol\"><strong>\u751f\u6001\u6d41\u91cf\u4fdd\u969c<\/strong>\uff1a\u4e3a\u7ef4\u6301\u6cb3\u6d41\u5065\u5eb7\uff0c\u9700\u8981\u4e0b\u6cc4\u591a\u5c11\u751f\u6001\u6d41\u91cf\uff1f\u4f20\u7edf\u4e0a\u96be\u4ee5\u5bf9\u6700\u5c0f\u4e0b\u6cc4\u6d41\u91cf\u8fdb\u884c\u6301\u7eed\u3001\u51c6\u786e\u7684\u76d1\u7ba1\uff0c\u67af\u6c34\u671f\u751f\u6001\u7528\u6c34\u5e38\u88ab\u6324\u5360\u3002<\/li>\n<\/ol>\n<p><strong>\u6570\u636e\u57fa\u77f3\uff1a\u6784\u5efa\u5168\u94fe\u6761\u6c34\u8d44\u6e90\u201c\u8ba1\u91cf\u7f51\u7edc\u201d<\/strong><\/p>\n<p>\u592a\u9633\u80fd\u7269\u8054\u7f51\u76d1\u6d4b\u7cfb\u7edf\u901a\u8fc7\u4ee5\u4e0b\u591a\u5c42\u5e03\u8bbe\uff0c\u6784\u5efa\u8d77\u8986\u76d6\u201c\u6e90\u5934-\u8f93\u9001-\u5206\u914d-\u4f7f\u7528-\u9000\u6c34\u201d\u5168\u94fe\u6761\u7684\u900f\u660e\u5316\u8ba1\u91cf\u7f51\u7edc\uff1a<\/p>\n<ul class=\"ybc-ul-component\">\n<li class=\"ybc-li-component ybc-li-component_ul\"><strong>\u6c34\u6e90\u76d1\u6d4b\u70b9<\/strong>\uff1a\u5728\u6cb3\u6d41\u53d6\u6c34\u53e3\u3001\u6c34\u5e93\u575d\u524d\uff0c\u5b9e\u65f6\u76d1\u6d4b\u6c34\u4f4d\u3001\u6d41\u91cf\u3001\u6c34\u8d28\uff0c\u7cbe\u51c6\u638c\u63e1\u201c\u6c34\u6709\u591a\u5c11\u3001\u6c34\u597d\u4e0d\u597d\u201d\u3002<\/li>\n<li class=\"ybc-li-component ybc-li-component_ul\"><strong>\u6e20\u7cfb\u7ba1\u7f51\u76d1\u6d4b\u70b9<\/strong>\uff1a\u5728\u5e72\u6e20\u3001\u652f\u6e20\u5173\u952e\u8282\u70b9\u53ca\u7ba1\u9053\u5206\u6c34\u53e3\uff0c\u5b89\u88c5\u96f7\u8fbe\/\u8d85\u58f0\u6ce2\u6d41\u91cf\u8ba1\uff0c\u5b9e\u65f6\u638c\u63e1\u201c\u6c34\u5230\u4e86\u54ea\u91cc\u3001\u9001\u4e86\u591a\u5c11\u201d\u3002<\/li>\n<li class=\"ybc-li-component ybc-li-component_ul\"><strong>\u7530\u95f4\/\u7528\u6c34\u6237\u76d1\u6d4b\u70b9<\/strong>\uff1a\u5728\u5178\u578b\u5730\u5757\u90e8\u7f72\u571f\u58e4\u5892\u60c5\u4f20\u611f\u5668\uff0c\u5728\u7528\u6c34\u5927\u6237\uff08\u4f01\u4e1a\u3001\u56ed\u533a\uff09\u8fdb\u6c34\u53e3\u5b89\u88c5\u8ba1\u6d4b\u8bbe\u5907\uff0c\u5b9e\u65f6\u611f\u77e5\u201c\u4f5c\u7269\u9700\u6c34\u60c5\u51b5\u3001\u5b9e\u9645\u7528\u6c34\u91cf\u201d\u3002<\/li>\n<\/ul>\n<p><strong>\u667a\u80fd\u8dc3\u5347\uff1a\u4ece\u6570\u636e\u5230\u51b3\u7b56\u652f\u6301\u7684\u4e09\u5927\u573a\u666f<\/strong><\/p>\n<p>\u6d77\u91cf\u3001\u5b9e\u65f6\u7684\u76d1\u6d4b\u6570\u636e\u6c47\u5165\u6c34\u8d44\u6e90\u7ba1\u7406\u5e73\u53f0\u540e\uff0c\u901a\u8fc7\u6a21\u578b\u4e0e\u7b97\u6cd5\u7684\u8d4b\u80fd\uff0c\u76f4\u63a5\u8f6c\u5316\u4e3a\u7cbe\u51c6\u7684\u8c03\u5ea6\u6307\u4ee4\uff1a<\/p>\n<ol class=\"ybc-ol-component ybc-ol-component_1\">\n<li class=\"ybc-li-component ybc-li-component_ol\"><strong>\u704c\u533a\u667a\u6167\u8282\u6c34<\/strong>\uff1a\n<ul class=\"ybc-ul-component\">\n<li class=\"ybc-li-component ybc-li-component_ul\"><strong>\u6309\u9700\u704c\u6e89<\/strong>\uff1a\u7cfb\u7edf\u6574\u5408\u6c14\u8c61\u9884\u62a5\u3001\u571f\u58e4\u5892\u60c5\u3001\u4f5c\u7269\u751f\u957f\u9636\u6bb5\u6a21\u578b\uff0c\u81ea\u52a8\u8ba1\u7b97\u672a\u6765\u51e0\u5929\u4f5c\u7269\u9700\u6c34\u91cf\uff0c\u5e76\u751f\u6210\u704c\u6e89\u5efa\u8bae\uff08\u4f55\u65f6\u704c\u3001\u704c\u591a\u5c11\uff09\u3002<\/li>\n<li class=\"ybc-li-component ybc-li-component_ul\"><strong>\u52a8\u6001\u914d\u6c34<\/strong>\uff1a\u6839\u636e\u5404\u652f\u6e20\u9700\u6c34\u7533\u8bf7\u4e0e\u6e20\u9053\u6765\u6c34\u60c5\u51b5\uff0c\u5e73\u53f0\u53ef\u81ea\u52a8\u751f\u6210\u6216\u8f85\u52a9\u5236\u5b9a\u8f6e\u704c\u65b9\u6848\uff0c\u5e76\u901a\u8fc7\u8fdc\u7a0b\u63a7\u5236\u95f8\u95e8\/\u9600\u95e8\u6267\u884c\uff0c\u5b9e\u73b0\u4ece\u201c\u5927\u6c34\u6f2b\u704c\u201d\u5230\u201c\u7cbe\u51c6\u6ef4\u704c\u201d\u7684\u8f6c\u53d8\u3002\u5b9e\u8df5\u8bc1\u660e\uff0c\u5e94\u7528\u8be5\u7cfb\u7edf\u7684\u704c\u533a\u53ef\u8282\u6c3415%-30%\uff0c\u589e\u4ea75%-10%\u3002<\/li>\n<\/ul>\n<\/li>\n<li class=\"ybc-li-component ybc-li-component_ol\"><strong>\u6c34\u5e93\u7fa4\u8054\u5408\u4f18\u5316\u8c03\u5ea6<\/strong>\uff1a\n<ul class=\"ybc-ul-component\">\n<li class=\"ybc-li-component ybc-li-component_ul\"><strong>\u9884\u62a5\u9884\u6f14<\/strong>\uff1a\u7cfb\u7edf\u5b9e\u65f6\u63a5\u5165\u4e0a\u6e38\u6c34\u6587\u7ad9\u6570\u636e\uff0c\u7ed3\u5408\u964d\u96e8\u9884\u62a5\uff0c\u9a71\u52a8\u6c34\u52a8\u529b\u5b66\u6a21\u578b\u8fdb\u884c\u6765\u6c34\u9884\u62a5\u4e0e\u8c03\u5ea6\u65b9\u6848\u9884\u6f14\u3002<\/li>\n<li class=\"ybc-li-component ybc-li-component_ul\"><strong>\u534f\u540c\u51b3\u7b56<\/strong>\uff1a\u5e73\u53f0\u53ef\u57fa\u4e8e\u9632\u6d2a\u3001\u4f9b\u6c34\u3001\u53d1\u7535\u3001\u751f\u6001\u7b49\u591a\u76ee\u6807\uff0c\u5229\u7528\u4f18\u5316\u7b97\u6cd5\u8ba1\u7b97\u6d41\u57df\u5185\u5404\u6c34\u5e93\u7684\u6700\u4f73\u84c4\u6cc4\u8fc7\u7a0b\u7ebf\uff0c\u63d0\u51fa\u79d1\u5b66\u8c03\u5ea6\u5efa\u8bae\uff0c\u6700\u5927\u5316\u6574\u4f53\u6548\u76ca\uff0c\u5b9e\u73b0\u201c\u4e00\u5e93\u591a\u7528\u3001\u5e93\u7fa4\u8054\u52a8\u201d\u3002<\/li>\n<\/ul>\n<\/li>\n<li class=\"ybc-li-component ybc-li-component_ol\"><strong>\u6cb3\u6e56\u751f\u6001\u6d41\u91cf\u667a\u80fd\u7ba1\u63a7<\/strong>\uff1a\n<ul class=\"ybc-ul-component\">\n<li class=\"ybc-li-component ybc-li-component_ul\"><strong>\u5b9e\u65f6\u76d1\u63a7\u4e0e\u9884\u8b66<\/strong>\uff1a\u5728\u751f\u6001\u6d41\u91cf\u63a7\u5236\u65ad\u9762\u8bbe\u7acb\u76d1\u6d4b\u7ad9\uff0c24\u5c0f\u65f6\u76d1\u63a7\u4e0b\u6cc4\u6d41\u91cf\u3002\u4e00\u65e6\u6d41\u91cf\u4f4e\u4e8e\u9608\u503c\uff0c\u7cfb\u7edf\u81ea\u52a8\u62a5\u8b66\u5e76\u63a8\u9001\u81f3\u8d23\u4efb\u6cb3\u957f\u4e0e\u76d1\u7ba1\u90e8\u95e8\u3002<\/li>\n<li class=\"ybc-li-component ybc-li-component_ul\"><strong>\u4fdd\u969c\u8c03\u5ea6\u8054\u52a8<\/strong>\uff1a\u9884\u8b66\u4fe1\u606f\u53ef\u81ea\u52a8\u89e6\u53d1\u4e0a\u6e38\u6c34\u5e93\u7684\u751f\u6001\u8865\u6c34\u8c03\u5ea6\u6307\u4ee4\uff0c\u6216\u5173\u95ed\u4e0d\u5fc5\u8981\u7684\u53d6\u6c34\u53e3\uff0c\u786e\u4fdd\u6cb3\u6d41\u751f\u547d\u7ebf\u4e0d\u65ad\u6d41\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p><strong>\u7ed3\u8bed<\/strong><\/p>\n<p>\u6c34\u8d44\u6e90\u7ba1\u7406\u7684\u73b0\u4ee3\u5316\uff0c\u672c\u8d28\u4e0a\u662f\u51b3\u7b56\u7684\u79d1\u5b66\u5316\u4e0e\u7cbe\u7ec6\u5316\u3002\u592a\u9633\u80fd\u7269\u8054\u7f51\u76d1\u6d4b\u7cfb\u7edf\u63d0\u4f9b\u7684\u4e0d\u4ec5\u662f\u6570\u636e\uff0c\u66f4\u662f\u5c06\u6c34\u8d44\u6e90\u4ece\u201c\u6df7\u6c8c\u201d\u72b6\u6001\u8f6c\u5316\u4e3a\u53ef\u6d4b\u91cf\u3001\u53ef\u5206\u6790\u3001\u53ef\u4f18\u5316\u7684\u201c\u6570\u5b57\u8d44\u6e90\u201d\u7684\u57fa\u7840\u8bbe\u65bd\u3002\u5b83\u4f7f\u201c\u8ba1\u5212\u914d\u6c34\u3001\u8ba1\u91cf\u7528\u6c34\u3001\u8282\u6c34\u589e\u6548\u3001\u751f\u6001\u53cb\u597d\u201d\u7684\u7ba1\u7406\u76ee\u6807\u53d8\u5f97\u53ef\u6267\u884c\u3001\u53ef\u8003\u6838\uff0c\u6700\u7ec8\u63a8\u52a8\u6574\u4e2a\u793e\u4f1a\u8d70\u5411\u4eba\u6c34\u548c\u8c10\u7684\u53ef\u6301\u7eed\u53d1\u5c55\u4e4b\u8def\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>This article focuses on the core decision - making process in water resource management, and explores how to use the real - time, continuous, and multi - dimensional big data provided by the solar - powered Internet of Things monitoring system to drive the shift from \"empirical judgment\" to \"model optimization\" in aspects such as water......<\/p>","protected":false},"author":1,"featured_media":4349,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[55,75,61],"tags":[],"class_list":["post-4347","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-success-cases","category-75","category-61"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.udtsz.com\/en\/wp-json\/wp\/v2\/posts\/4347","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.udtsz.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.udtsz.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.udtsz.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.udtsz.com\/en\/wp-json\/wp\/v2\/comments?post=4347"}],"version-history":[{"count":1,"href":"https:\/\/www.udtsz.com\/en\/wp-json\/wp\/v2\/posts\/4347\/revisions"}],"predecessor-version":[{"id":4348,"href":"https:\/\/www.udtsz.com\/en\/wp-json\/wp\/v2\/posts\/4347\/revisions\/4348"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.udtsz.com\/en\/wp-json\/wp\/v2\/media\/4349"}],"wp:attachment":[{"href":"https:\/\/www.udtsz.com\/en\/wp-json\/wp\/v2\/media?parent=4347"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.udtsz.com\/en\/wp-json\/wp\/v2\/categories?post=4347"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.udtsz.com\/en\/wp-json\/wp\/v2\/tags?post=4347"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}