{"id":2199,"date":"2025-06-30T10:34:53","date_gmt":"2025-06-30T03:34:53","guid":{"rendered":"https:\/\/filkom.ub.ac.id\/project\/?p=2199"},"modified":"2025-06-30T10:34:53","modified_gmt":"2025-06-30T03:34:53","slug":"smart-water-meter-real-time-water-consumption-monitoring-and-anomaly-detection-system","status":"publish","type":"post","link":"https:\/\/filkom.ub.ac.id\/project\/2025\/06\/smart-water-meter-real-time-water-consumption-monitoring-and-anomaly-detection-system\/","title":{"rendered":"Smart Water Meter: Real-Time Water Consumption Monitoring and Anomaly Detection System"},"content":{"rendered":"<h6 style=\"text-align: center\"><b><i><img fetchpriority=\"high\" decoding=\"async\" class=\" wp-image-4431 aligncenter\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/logo-water-meter-1.png\" alt=\"\" width=\"641\" height=\"321\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/logo-water-meter-1.png 707w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/logo-water-meter-1-300x150.png 300w\" sizes=\"(max-width: 641px) 100vw, 641px\" \/><br \/>\n\u201cEvery Drop Counts.\u201d An AI-Powered Leap Toward Smarter Water Consumption<\/i><\/b><\/h6>\n<p>&nbsp;<\/p>\n<h6 style=\"text-align: center\"><b><i><\/i><\/b><img decoding=\"async\" class=\"wp-image-5023 aligncenter\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/awal-e1750432584657.png\" alt=\"\" width=\"916\" height=\"516\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/awal-e1750432584657.png 2000w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/awal-e1750432584657-300x169.png 300w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/awal-e1750432584657-1024x577.png 1024w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/awal-e1750432584657-768x433.png 768w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/awal-e1750432584657-1536x866.png 1536w\" sizes=\"(max-width: 916px) 100vw, 916px\" \/><\/h6>\n<h3 style=\"text-align: justify\"><span style=\"font-weight: 400\"><br \/>\n\ud83c\udf10 <\/span><b>Domain of Impact<\/b><\/h3>\n<h6 style=\"text-align: justify\"><b><i>Redefining Water Management with IoT, AI, and Fault Tolerance.<\/i><\/b><\/h6>\n<p style=\"text-align: justify\"><b>Categories:<br \/>\n<\/b><span style=\"font-weight: 400\">\ud83c\udf0d Smart Home Technology\u2003\ud83e\udde0 Embedded Artificial Intelligence\u2003\ud83d\udce1 Internet of Things (IoT)\u2003\u267b\ufe0f Environmental Sustainability<\/span><\/p>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">The Smart Water Meter is a low-cost, AI-powered IoT solution designed to help households monitor water usage in real time and detect leaks early. By combining flow and pressure sensors with edge AI (Extreme Learning Machine), our system empowers users to manage their water consumption more efficiently\u2014reducing waste, lowering bills, and promoting sustainability.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: justify\"><b>\ud83d\udc68\u200d\ud83d\udcbb Meet the Brains Behind the Build<\/b><\/h3>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">We\u2019re a passionate student team from <\/span><b>Universitas Brawijaya<\/b><span style=\"font-weight: 400\">, combining our unique skills in AI, embedded systems, and cloud technologies to build a tool that <\/span><b>saves water\u2014and the future<\/b><span style=\"font-weight: 400\">.<br \/>\n<img decoding=\"async\" class=\"wp-image-4711 aligncenter\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/our-team.png\" alt=\"\" width=\"842\" height=\"631\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/our-team.png 1024w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/our-team-300x225.png 300w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/our-team-768x576.png 768w\" sizes=\"(max-width: 842px) 100vw, 842px\" \/><br \/>\n<\/span><\/p>\n<h3 style=\"text-align: justify\"><span style=\"font-weight: 400\"><br \/>\n\ud83d\udee0\ufe0f <\/span><b>The Problem We\u2019re Solving<\/b><\/h3>\n<h6 style=\"text-align: justify\"><b><i>Invisible Leaks. Unchecked Usage. Unexpected Bills.<\/i><\/b><\/h6>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83d\udeb1 Many households are unaware of how much water they consume daily.<br \/>\n<\/span><span style=\"font-weight: 400\">\ud83d\udcb8 Water leaks often go undetected, leading to inflated bills and wasted resources.<br \/>\n<\/span><span style=\"font-weight: 400\">\ud83d\udd27 Analog meters offer no real-time feedback or remote monitoring.<br \/>\n<\/span><span style=\"font-weight: 400\">\ud83d\udcc9 There&#8217;s a lack of affordable, scalable tools for proactive water management in residential areas.<\/span><\/p>\n<h3 style=\"text-align: justify\"><span style=\"font-weight: 400\"><br \/>\n\ud83c\udfaf <\/span><b>Our Mission<\/b><\/h3>\n<h6 style=\"text-align: justify\"><b><i>Smart Monitoring for a More Responsible Lifestyle.<\/i><\/b><\/h6>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83d\udc41\ufe0f\u200d\ud83d\udde8\ufe0f Provide real-time insight into household water usage.<br \/>\n<\/span><span style=\"font-weight: 400\">\ud83e\udde0 Detect leaks and anomalies automatically using AI before they cost you<br \/>\n<\/span><span style=\"font-weight: 400\">\ud83d\udcf2 Empower users through a simple mobile dashboard.<br \/>\n<\/span><span style=\"font-weight: 400\">\ud83c\udf31 Raising consciousness through clarity in consumption.<\/span><\/p>\n<h3 style=\"text-align: justify\"><span style=\"font-weight: 400\"><br \/>\n\ud83d\udca1<\/span><b>A Smart Solution, Drop by Drop<\/b><\/h3>\n<h6 style=\"text-align: justify\"><b><i>How We Built a Leak-Sensing, Real-Time Monitoring Machine<\/i><\/b><\/h6>\n<h6 style=\"text-align: justify\"><span style=\"font-weight: 400\">\u2705 <\/span><b>Real-time monitoring<\/b><span style=\"font-weight: 400\"> using YF-S201 flow sensors &amp; pressure transducers<br \/>\n<\/span><span style=\"font-weight: 400\">\u2705 <\/span><b>Anomaly detection<\/b><span style=\"font-weight: 400\"> powered by embedded Extreme Learning Machine (ELM)<br \/>\n<\/span><span style=\"font-weight: 400\">\u2705 <\/span><b>Fault-tolerant design<\/b><span style=\"font-weight: 400\"> using triple-sensor median voting<br \/>\n<\/span><span style=\"font-weight: 400\">\u2705 <\/span><b>Mobile dashboard<\/b><span style=\"font-weight: 400\"> (via Blynk) to view consumption, cost, and pressure<br \/>\n<\/span><span style=\"font-weight: 400\">\u2705 <\/span><b>Instant leak notifications<\/b><span style=\"font-weight: 400\"> with sub-5-second delay<\/span><\/h6>\n<h3 style=\"text-align: justify\"><span style=\"font-weight: 400\"><br \/>\n\ud83e\uddf0<\/span><b> Prerequisites \u2013 Component &amp; Platform Stack<\/b><\/h3>\n<h6 style=\"text-align: justify\"><b><i>Tech Stack &amp; Toolkit: From Sensors to Software<\/i><\/b><\/h6>\n<h6 style=\"text-align: justify\"><b>\ud83d\udd0cHardware:<\/b><\/h6>\n<ul style=\"text-align: justify\">\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">ESP32 (Wi-Fi MCU)<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">9\u00d7 YF-S201 Flow Sensors (3 per node \u2013 Main, Kitchen, Bathroom)<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">WISNER WPT-83G-EGG4 Pressure Transducer<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">DS3231 Real Time Clock<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Power Supply, PVC piping, 3D-printed enclosures<\/span><\/li>\n<\/ul>\n<h6 style=\"text-align: justify\"><b>\ud83e\udde0 Software &amp; Platforms:<\/b><\/h6>\n<ul style=\"text-align: justify\">\n<li style=\"font-weight: 400\"><b>Arduino IDE<\/b><span style=\"font-weight: 400\"> (Firmware)<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Blynk Cloud<\/b><span style=\"font-weight: 400\"> (Dashboard &amp; Notifications)<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Google Colab<\/b><span style=\"font-weight: 400\"> (Model Training)<\/span><\/li>\n<li style=\"font-weight: 400\"><b>C++<\/b><span style=\"font-weight: 400\"> (Core Logic)<\/span><\/li>\n<li style=\"font-weight: 400\"><b>ELM Model<\/b><span style=\"font-weight: 400\"><span style=\"font-weight: 400\"> (AI Algorithm)<\/span><\/span><\/li>\n<\/ul>\n<h3 style=\"text-align: justify\"><span style=\"font-weight: 400\"><br \/>\n\ud83d\udca1<\/span><b>Inside the System<\/b><\/h3>\n<h6 style=\"text-align: justify\"><b><i>From Tank to Tap: Visualizing Our Architecture<\/i><\/b><\/h6>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Redundant readings \u2192 Median filtering \u2192 ELM inference \u2192 Leak detection \u2192 Notification<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"wp-image-4524 aligncenter\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/arsitektur-water-meter-1.png\" alt=\"\" width=\"905\" height=\"509\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/arsitektur-water-meter-1.png 1920w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/arsitektur-water-meter-1-300x169.png 300w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/arsitektur-water-meter-1-1024x576.png 1024w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/arsitektur-water-meter-1-768x432.png 768w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/arsitektur-water-meter-1-1536x864.png 1536w\" sizes=\"(max-width: 905px) 100vw, 905px\" \/><\/span><\/p>\n<h3 style=\"text-align: justify\"><span style=\"font-weight: 400\"><br \/>\n\ud83c\udfac<\/span><b>Demo Time!<\/b><\/h3>\n<h6 style=\"text-align: justify\"><b><i>See It. Hear It. Believe It.<\/i><\/b><\/h6>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83d\udcfd\ufe0f Watch Demo Video \u2192\u00a0<a href=\"https:\/\/youtu.be\/ZPwUVU025hs?feature=shared\">Smart Water Meter: Real-Time Water Consumption Monitoring &amp; Anomaly Detection System<\/a><\/span><\/p>\n<h6 style=\"text-align: justify\"><b>\ud83c\udfa5 What You\u2019ll See:<\/b><\/h6>\n<ul style=\"text-align: justify\">\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Live water flow and pressure displayed on Blynk dashboard<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Anomaly detection in action (e.g., leak simulation!)<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Real-time mobile notifications &lt;5s after issue detection<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Behind the scenes: embedded AI model on ESP32<br \/>\n<\/span><span style=\"font-weight: 400\"><br \/>\n<\/span><\/li>\n<\/ul>\n<h3 style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83d\udcad<\/span><b> Final Thoughts<\/b><\/h3>\n<h6 style=\"text-align: justify\"><b><i>Sustainable Innovation Starts at Home<\/i><\/b><\/h6>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Smart Water Meter makes water management smarter, not harder. With AI at the edge, fault-tolerant sensors, and accessible mobile dashboards, we offer an effective, affordable step toward sustainable water usage and digital transformation in the household sector.<\/span><\/p>\n<h6 style=\"text-align: justify\"><b>\u201c<\/b><b><i>Awareness begins with visibility\u2014our Smart Water Meter makes every drop count.<\/i><\/b><b>\u201d<\/b><\/h6>\n<h3 style=\"text-align: justify\"><b><br \/>\n\ud83d\udcec Contact Us<\/b><\/h3>\n<h6 style=\"text-align: justify\"><b><i>Let\u2019s Connect &amp; Collaborate!<\/i><\/b><\/h6>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\">Got feedback, ideas, or want to collaborate with us on sustainable technology?<br \/>\n<\/span><span style=\"font-weight: 400\">Feel free to reach out!<br \/>\n<\/span><\/p>\n<h6 style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83d\udd17 <\/span><b>LinkedIn:<\/b><\/h6>\n<ul style=\"text-align: justify\">\n<li><a href=\"https:\/\/www.linkedin.com\/in\/dzakwan-athallah-priyambodo-b51826251\">Dzakwan Athallah Priyambodo<\/a><\/li>\n<li><a href=\"https:\/\/www.linkedin.com\/in\/manfredy-patarida-hasiholan-manurung\/\">Manfredy Patarida Hasiholan Manurung<\/a><\/li>\n<li style=\"font-weight: 400\"><a href=\"http:\/\/www.linkedin.com\/in\/erlinda-butarbutar\">Erlinda Butarbutar<\/a><\/li>\n<li><a href=\"http:\/\/www.linkedin.com\/in\/anglnindahh\">Angeline Indah Nurhayati Karyadi<\/a><\/li>\n<li style=\"font-weight: 400\"><a href=\"http:\/\/www.linkedin.com\/in\/fahrudin-bintang-prasetyo-940209356\">Fahrudin Bintang Prasetyo<\/a><\/li>\n<\/ul>\n<h6 style=\"text-align: justify\"><span style=\"font-weight: 400\">\ud83d\udcc1 <\/span><b>Project Repository:<\/b><\/h6>\n<p style=\"text-align: justify\"><a href=\"https:\/\/bit.ly\/GitHubSmartWaterMeter\">https:\/\/bit.ly\/GitHubSmartWaterMeter<\/a><\/p>\n<h3 style=\"text-align: justify\"><b><br \/>\n\ud83d\udc26\u200d\ud83d\udd25 Behind the Flow: Team Moments<\/b><\/h3>\n<h6 style=\"text-align: justify\"><b><i>Because great ideas flow from great teamwork!<\/i><\/b><\/h6>\n<p style=\"text-align: justify\"><span style=\"font-weight: 400\"> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-4957 aligncenter\" src=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/team-moments.png\" alt=\"\" width=\"893\" height=\"714\" srcset=\"https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/team-moments.png 2000w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/team-moments-300x240.png 300w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/team-moments-1024x819.png 1024w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/team-moments-768x614.png 768w, https:\/\/filkom.ub.ac.id\/project\/wp-content\/uploads\/sites\/3\/2025\/06\/team-moments-1536x1229.png 1536w\" sizes=\"(max-width: 893px) 100vw, 893px\" \/><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u201cEvery Drop Counts.\u201d An AI-Powered Leap Toward Smarter Water Consumption &nbsp; \ud83c\udf10 Domain of Impact Redefining Water Management with IoT, AI, and Fault Tolerance. Categories: \ud83c\udf0d Smart Home Technology\u2003\ud83e\udde0 Embedded Artificial Intelligence\u2003\ud83d\udce1 Internet of Things (IoT)\u2003\u267b\ufe0f Environmental Sustainability The Smart Water Meter is a low-cost, AI-powered IoT solution designed to help households monitor water usage&#8230;<\/p>\n","protected":false},"author":349,"featured_media":5112,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_post_transparent":"default","_kad_post_title":"default","_kad_post_layout":"default","_kad_post_sidebar_id":"","_kad_post_content_style":"default","_kad_post_vertical_padding":"default","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[9,1],"tags":[],"class_list":["post-2199","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-of-thing-aiot","category-capstone"],"_links":{"self":[{"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/posts\/2199","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/users\/349"}],"replies":[{"embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/comments?post=2199"}],"version-history":[{"count":5,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/posts\/2199\/revisions"}],"predecessor-version":[{"id":5206,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/posts\/2199\/revisions\/5206"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/media\/5112"}],"wp:attachment":[{"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/media?parent=2199"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/categories?post=2199"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/filkom.ub.ac.id\/project\/wp-json\/wp\/v2\/tags?post=2199"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}