--- title: Water pipe failure prediction tool takes out Eureka Prize description: A tool that uses artificial intelligence (AI) and machine learning to make intelligent predictions about water pipe failures has taken out the University of Technology Sydney Eureka Prize for Excellen --- [![Indigo by AWA logo](https://www.awa.asn.au/hs-fs/hubfs/AWA-Website/Logos/Indigo_colour.png?height=24&name=Indigo_colour.png)](https://indigo.awa.asn.au/) [![Ozwater logo](https://www.awa.asn.au/hs-fs/hubfs/AWA-Website/Logos/Ozwater.png?height=24&name=Ozwater.png)](https://www.ozwater.org/) [![Careers in Water logo](https://www.awa.asn.au/hs-fs/hubfs/AWA-Website/Logos/Careers%20in%20Water_colour.png?height=24&name=Careers%20in%20Water_colour.png)](https://www.careersinwater.com.au/) [![NWW logo](https://www.awa.asn.au/hs-fs/hubfs/AWA-Website/Logos/NWW.png?height=24&name=NWW.png)](https://www.nationalwaterweek.org/) - [Join ![user icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-nav-user-icon.svg "user icon")](https://www.awa.asn.au/new-registration) - [Member Hub ![user icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-nav-locked-icon.svg "user icon")](https://memberhub.awa.asn.au) - [About us ![about us icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-nav-about-us-icon-copy.svg "about us icon")](https://www.awa.asn.au/about) - [Contact us ![contact icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-nav-contact-icon.svg "contact icon")](https://www.awa.asn.au/contact-us) [Skip to content](https://www.awa.asn.au/resources/latest-news/technology/innovation/water-pipe-failure-prediction-tool-takes-out-eureka-prize#main-content) [![Australian Water Association | 60 Years](https://www.awa.asn.au/hs-fs/hubfs/images/logos/AWA-logo@2x.png?width=180&height=85&name=AWA-logo@2x.png "Australian Water Association | 60 Years")](https://awa.asn.au) - [ Home ](https://www.awa.asn.au) - [ Membership ](https://www.awa.asn.au/membership) Show submenu for Membership ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) - [ Membership for me ](https://www.awa.asn.au/membership/individual) Show submenu for Membership for me ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) --- - [ Branch committees ](https://www.awa.asn.au/local-branch) - [ Specialist Networks ](https://www.awa.asn.au/membership-specialist-water-networks) - [ Young Water Professionals ](https://www.awa.asn.au/young-water-professionals) - [ Membership for my organisation ](https://www.awa.asn.au/membership/corporate) Show submenu for Membership for my organisation ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) --- - [ B2B ](https://www.awa.asn.au/business-connections) - [ Australian Water Directory ](https://www.awa.asn.au/digital-marketplace) - [ Careers in Water ](https://www.careersinwater.com.au) Show submenu for Careers in Water ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) - [ Jobs Board ](https://www.careersinwater.com.au/jobs) - [ Resources ](https://www.awa.asn.au/resources) Show submenu for Resources ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) - [ Indigo ](https://indigo.awa.asn.au/) - [ Latest Industry News ](https://www.awa.asn.au/resources/latest-news) - [ Strategy 2030 ](https://www.awa.asn.au/strategy-2030) - [ Current Magazine ](https://www.awa.asn.au/member-magazine) - [ Water e-Journal ](https://www.awa.asn.au/resources/water-e-journal) - [ Reconciliation Action Plan ](https://www.awa.asn.au/resources/reconciliation-action-plan) - [ Future of Water Report ](https://www.awa.asn.au/resources/futureofwaterreport) - [ Podcasts ](https://www.awa.asn.au/podcasts) - [ Advertising & Media ](https://www.awa.asn.au/resources/media-releases) - [ Past Papers ](https://www.ozwater.org/program/past-papers) - [ Events ](https://www.awa.asn.au/upcoming-events) Show submenu for Events ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) - [ Upcoming Events ](https://www.awa.asn.au/upcoming-events) - [ Events Calendar ](https://www.awa.asn.au/national-events-calendar) - [ Ozwater ](https://www.awa.asn.au/events/ozwater) - [ Photo Gallery ](https://www.flickr.com/photos/133291504@N03/albums) - [ Awards ](https://www.awa.asn.au/awards) Show submenu for Awards ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) - [ Awards Overview ](https://www.awa.asn.au/awards) - [ Individual Awards ](https://www.awa.asn.au/awards-individual) - [ Chris Davis AM Fellowship ](https://www.awa.asn.au/chris-davis-am-fellowship) - [ Guy Parker Award ](https://www.awa.asn.au/guy-parker-award) - [ Organisation Awards ](https://www.awa.asn.au/awards-organisation) - [ Student Awards ](https://www.awa.asn.au/student-awards) - [ Australian Stockholm Junior Water Prize ](https://www.awa.asn.au/awards/student-awards/asjwp) - [ View Honour Roll ](https://www.awa.asn.au/awards-honour-roll) - [ Programs ](https://www.awa.asn.au/programs) Show submenu for Programs ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) - [ International Program ](https://www.awa.asn.au/programs/international) - [ Advocacy ](https://www.awa.asn.au/advocacy) - [ Mentoring ](https://www.awa.asn.au/programs/mentoring) - [ Graduate Program - Water ](https://www.awa.asn.au/program/graduate-program-water) - [ National Water Week ](https://www.nationalwaterweek.org) - [ Circular Water Taskforce ](https://www.awa.asn.au/program/circular-water-taskforce) - [ ANZBP ](https://www.biosolids.com.au/) - [ Home ](https://www.awa.asn.au) - [ Membership ](https://www.awa.asn.au/membership) Show submenu for Membership ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) - [ Membership for me ](https://www.awa.asn.au/membership/individual) Show submenu for Membership for me ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) --- - [ Branch committees ](https://www.awa.asn.au/local-branch) - [ Specialist Networks ](https://www.awa.asn.au/membership-specialist-water-networks) - [ Young Water Professionals ](https://www.awa.asn.au/young-water-professionals) - [ Membership for my organisation ](https://www.awa.asn.au/membership/corporate) Show submenu for Membership for my organisation ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) --- - [ B2B ](https://www.awa.asn.au/business-connections) - [ Australian Water Directory ](https://www.awa.asn.au/digital-marketplace) - [ Careers in Water ](https://www.careersinwater.com.au) Show submenu for Careers in Water ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) - [ Jobs Board ](https://www.careersinwater.com.au/jobs) - [ Resources ](https://www.awa.asn.au/resources) Show submenu for Resources ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) - [ Indigo ](https://indigo.awa.asn.au/) - [ Latest Industry News ](https://www.awa.asn.au/resources/latest-news) - [ Strategy 2030 ](https://www.awa.asn.au/strategy-2030) - [ Current Magazine ](https://www.awa.asn.au/member-magazine) - [ Water e-Journal ](https://www.awa.asn.au/resources/water-e-journal) - [ Reconciliation Action Plan ](https://www.awa.asn.au/resources/reconciliation-action-plan) - [ Future of Water Report ](https://www.awa.asn.au/resources/futureofwaterreport) - [ Podcasts ](https://www.awa.asn.au/podcasts) - [ Advertising & Media ](https://www.awa.asn.au/resources/media-releases) - [ Past Papers ](https://www.ozwater.org/program/past-papers) - [ Events ](https://www.awa.asn.au/upcoming-events) Show submenu for Events ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) - [ Upcoming Events ](https://www.awa.asn.au/upcoming-events) - [ Events Calendar ](https://www.awa.asn.au/national-events-calendar) - [ Ozwater ](https://www.awa.asn.au/events/ozwater) - [ Photo Gallery ](https://www.flickr.com/photos/133291504@N03/albums) - [ Awards ](https://www.awa.asn.au/awards) Show submenu for Awards ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) - [ Awards Overview ](https://www.awa.asn.au/awards) - [ Individual Awards ](https://www.awa.asn.au/awards-individual) - [ Chris Davis AM Fellowship ](https://www.awa.asn.au/chris-davis-am-fellowship) - [ Guy Parker Award ](https://www.awa.asn.au/guy-parker-award) - [ Organisation Awards ](https://www.awa.asn.au/awards-organisation) - [ Student Awards ](https://www.awa.asn.au/student-awards) - [ Australian Stockholm Junior Water Prize ](https://www.awa.asn.au/awards/student-awards/asjwp) - [ View Honour Roll ](https://www.awa.asn.au/awards-honour-roll) - [ Programs ](https://www.awa.asn.au/programs) Show submenu for Programs ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-plus-icon.svg) ![Plus icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-menu-minus-icon.svg) - [ International Program ](https://www.awa.asn.au/programs/international) - [ Advocacy ](https://www.awa.asn.au/advocacy) - [ Mentoring ](https://www.awa.asn.au/programs/mentoring) - [ Graduate Program - Water ](https://www.awa.asn.au/program/graduate-program-water) - [ National Water Week ](https://www.nationalwaterweek.org) - [ Circular Water Taskforce ](https://www.awa.asn.au/program/circular-water-taskforce) - [ ANZBP ](https://www.biosolids.com.au/) ![](https://www.awa.asn.au/hubfs/website-assets-2021/icons/icon-nav-hamburger.svg) ![](https://www.awa.asn.au/hubfs/website-assets-2021/icons/icon-nav-close.svg) [Resources ](https://www.awa.asn.au/resources) > [Latest News ](https://www.awa.asn.au/resources/latest-news) > Water pipe failure prediction tool takes out eureka prize # Water pipe failure prediction tool takes out Eureka Prize Sept 3, 2018 | 2 mins read ![User Icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/icon-user.svg "User Icon") by Ruth Cooper A tool that uses artificial intelligence (AI) and machine learning to make intelligent predictions about water pipe failures has taken out the [University of Technology Sydney Eureka Prize for Excellence in Data Science](https://australianmuseum.net.au/eurekaprizes). Developed by the [CSIRO’s Data61 Smart Infrastructure Team](https://research.csiro.au/ea/water-main-failure-prediction/), the tool can help utilities prioritise which pipes need maintenance, reducing the overall cost of asset management and minimising disruption to water supplies. “We use [AI and machine learning](https://awa.asn.au/AWA_MBRR/Publications/Latest_News/Artificial_intelligence_set_to_shape_utility_s_future.aspx) to collect various data – and there’s a lot of it – to make smart predictions. We then use these smart predictions to guide a decision or action,” Data61 Research Group Leader – Enterprise Analytics Dr Fang Chen said. “It covers a lot of areas and applications, from predicting pipe failures to estimating sewer corrosion and if you’re dosing chemicals smartly.” Chen and her team have been working on the tool for about eight years. She said it is constantly improving and incorporating different data streams, which has led to a more comprehensive view of a utility’s assets. For example, while information about hydraulics, energy, chemicals and sewage would previously have been collected and used in silos, Chen said this data is now being combined to form a larger picture. She compared the tool to a human brain, which is able to take in and process many different streams of data. “All the data we look at sounds very separate, but it’s like a brain. If a brain has the thinking methodology then it can take in different data and process it using the same framework. For example, if a human is trying to navigate somewhere, he or she will formulate decisions based on what they see, what they read and what the map is telling them,” she said. Data61, a member of the Australian Water Association, has analysed the networks of more than 30 utilities, and Chen said the tool has helped businesses in Australia and overseas realise the data they collect has practical applications, including pinpointing the most at-risk pipes in their network. “Of course, you still need a lot of expertise to interpret the data, but it gives you insight into where your priority areas are,” she said. “We can help utilities focus on the top risk areas when it comes to pipe failure prediction … This means you can focus on the top 20 or top five risk areas – whatever is suitable for each utility.” This allows utilities to approach asset management in a more cost-effective way. “It saves money as you can replace your high-risk pipes, which then saves the cost of those being broken and having to repair them. You save water, save the congestion – there are social and economic benefits and less disruption to customers’ daily lives.” Chen said the water industry has become a lot more comfortable with [using and understanding data](https://awa.asn.au/AWA_MBRR/Publications/Latest_News/Does_the_water_industry_need_to_collaborate_more_on_big_data.aspx) in recent years. “When we started you would hardly see anyone using words like ‘data science’ or ‘machine learning’. Now these are so popular they’re written into nearly every strategy document,” she said. “This is a good thing; it means people are shifting their mindset around data and working towards the right direction. I think that’s the future – data will be a lot more powerful.” **Related video:** https://www.youtube.com/watch?v=9Cm1jvkZh8A&t=3s   [ Innovation ](https://www.awa.asn.au/resources/latest-news/tag/innovation) [ Eureka Prize ](https://www.awa.asn.au/resources/latest-news/tag/eureka-prize) [ Videos ](https://www.awa.asn.au/resources/latest-news/tag/videos) [ AI ](https://www.awa.asn.au/resources/latest-news/tag/ai) [ Infrastructure ](https://www.awa.asn.au/resources/latest-news/tag/infrastructure) [ Data ](https://www.awa.asn.au/resources/latest-news/tag/data) [ CSIRO ](https://www.awa.asn.au/resources/latest-news/tag/csiro) Share [![email icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/icon-dark-sandstone-email.svg "email icon") ](mailto:?subject=Water%20pipe%20failure%20prediction%20tool%20takes%20out%20Eureka%20Prize&body=Check%20out%20https://www.awa.asn.au/resources/latest-news/technology/innovation/water-pipe-failure-prediction-tool-takes-out-eureka-prize) [![facebook-icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/icon-dark-sandstone-facebook.svg "facebook icon") ](https://www.facebook.com/sharer/sharer.php?u=https://www.awa.asn.au/resources/latest-news/technology/innovation/water-pipe-failure-prediction-tool-takes-out-eureka-prize) [![LinkedIn icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/icon-dark-sandstone-linkedin.svg "LinkedIn icon") ](https://www.linkedin.com/shareArticle?mini=true&url=https://www.awa.asn.au/resources/latest-news/technology/innovation/water-pipe-failure-prediction-tool-takes-out-eureka-prize) [![Twitter icon](https://www.awa.asn.au/hubfs/website-assets-2021/icons/icon-dark-sandstone-twitter.svg "Twitter icon") ](https://twitter.com/home?status=https://www.awa.asn.au/resources/latest-news/technology/innovation/water-pipe-failure-prediction-tool-takes-out-eureka-prize) ## RELATED NEWS ### [ Unitywater taps data and machine learning to manage infrastructure ](https://www.awa.asn.au/resources/latest-news/business/assets-and-operations/unitywater-taps-data-machine-learning-manage-infrastructure) Cecilia Harris Queensland’s Unitywater has partnered with Pipe AI to tap into the tech company’s expertise in artificial intelligence and… [ Read Full Paper ](https://www.awa.asn.au/resources/latest-news/business/assets-and-operations/unitywater-taps-data-machine-learning-manage-infrastructure) ### [ How a major water provider used AI to cut pump-station energy costs by a fifth ](https://www.awa.asn.au/resources/latest-news/business/assets-and-operations/how-a-major-water-provider-used-ai-to-cut-pump-station-energy-costs-by-a-fifth) Water Source One major Victorian water provider is utilising artificial intelligence (AI) and machine learning to drive down electricity use in… [ Read Full Paper ](https://www.awa.asn.au/resources/latest-news/business/assets-and-operations/how-a-major-water-provider-used-ai-to-cut-pump-station-energy-costs-by-a-fifth) ### [ How this utility is fixing water main failures before they happen ](https://www.awa.asn.au/resources/latest-news/technology/innovation/how-this-utility-is-fixing-water-main-failures-before-they-happen) Water Source Machine learning is helping mitigate the impact of the 44,000 water main failures that happen across Australia each year. [ Read Full Paper ](https://www.awa.asn.au/resources/latest-news/technology/innovation/how-this-utility-is-fixing-water-main-failures-before-they-happen) Advertising --- ### Subscribe to our newsletters Sign up to get the latest news and insights from us Advertising --- ![white arrow pointing upwards](https://www.awa.asn.au/hubfs/website-assets-2021/icons/awa-white-arrow-up.svg) Top [![Footer-logo-02](https://www.awa.asn.au/hubfs/Footer-logo-02.svg) ](https://www.awa.asn.au/) The **Australian Water Association** acknowledges the Traditional Custodians across Australia, where we live, work and play, for their deep connection to our precious waters and land. We pay our respects to Elders past and present, and the ancestors who have cared, protected and nurtured Country for many thousands of years.   Aboriginal and Torres Strait Islander people should be aware that this website may contain images, voices, and names of people who have passed away. Please [let us know ](mailto:membership@awa.asn.au)if anything on the site causes distress. - [About us](https://www.awa.asn.au/about) - [International](https://www.awa.asn.au/programs/international) - [Principal Members](https://www.awa.asn.au/membership) - [Resources](https://www.awa.asn.au/resources) - [Jobs Board](https://www.careersinwater.com.au/jobs) Branches [ ACT ](https://awa-asn-14568786-hs-sites-com.sandbox.hs-sites.com/local-branch/act) [ NSW ](https://awa-asn-14568786-hs-sites-com.sandbox.hs-sites.com/local-branch/nsw) [ NT ](https://awa-asn-14568786-hs-sites-com.sandbox.hs-sites.com/local-branch/nt) [ QLD ](https://awa-asn-14568786-hs-sites-com.sandbox.hs-sites.com/local-branch/qld) [ SA ](https://awa-asn-14568786-hs-sites-com.sandbox.hs-sites.com/local-branch/sa) [ TAS ](https://awa-asn-14568786-hs-sites-com.sandbox.hs-sites.com/local-branch/tas) [ VIC ](https://awa-asn-14568786-hs-sites-com.sandbox.hs-sites.com/local-branch/vic) [ WA ](https://awa-asn-14568786-hs-sites-com.sandbox.hs-sites.com/local-branch/wa) [ IWAA ](https://awa-asn-14568786-hs-sites-com.sandbox.hs-sites.com/local-branch/iwaa) Subscribe to our newsletter Follow us [![nav-icon-facebook](https://www.awa.asn.au/hubfs/website-assets-2021/icons/nav-icon-facebook.svg) ](https://www.facebook.com/australianwater) [![nav-icon-instagram](https://www.awa.asn.au/hubfs/website-assets-2021/icons/nav-icon-instagram.svg) ](https://www.instagram.com/australianwaterassociation/) [![nav-icon-youtube](https://www.awa.asn.au/hubfs/website-assets-2021/icons/nav-icon-youtube.svg) ](https://www.youtube.com/c/australianwaterTV) [![nav-icon-twitter](https://www.awa.asn.au/hubfs/website-assets-2021/icons/nav-icon-twitter.svg) ](https://twitter.com/AustralianWater) [![nav-icon-linkedin](https://www.awa.asn.au/hubfs/website-assets-2021/icons/nav-icon-linkedin.svg) ](https://au.linkedin.com/company/australian-water-association) [![nav-icon-flickr](https://www.awa.asn.au/hubfs/website-assets-2021/icons/nav-icon-flickr.svg) ](https://www.flickr.com/photos/133291504@N03/albums) Australian Water Association PO Box 841, Chatswood NSW 2057 Phone [ + 61 2 9436 0055 ](tel:+%2061%202%209436%200055) ABN: 78 096 035 773 [ Contact us ](https://www.awa.asn.au/contact-us) Copyright 2025 - Australian Water Association - [ Terms of Use ](https://www.awa.asn.au/terms-of-use) | [ Privacy ](https://www.awa.asn.au/privacy-policy) | Sitemap