Developing a truly intelligent water meter through advanced data analytics
Developing a truly intelligent water meter through advanced data analytics
批准号:
LP160100215
负责人:
Prof Rodney Stewart
金额:
$18.44万
依托单位:
依托单位国家:
澳大利亚
项目类别:
Linkage Projects
财政年份:
2016
资助国家:
澳大利亚
项目状态:
已结题
起止时间:
2016-12-14 至 2020-12-31
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Developing a truly intelligent water meter through advanced data analytics. This project aims to develop intelligent pattern recognition algorithms using international data sets to autonomously categorise household water consumption data into end-uses (e.g. showers, leaks). Despite intelligent meters, big data chokes rather than enables decision making for customers and utilities. This project will resolve information synthesis concerns using a combination of non-linear blind source separation techniques adapted from the pattern recognition, signal processing and decision science fields. Expected outcomes are that utilities will be leaders of sustainable water use in the information age, and that customers can use phones to access real-time data of water consumption.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Data-driven water quality treatment management decision support system
-
批准号:LP160100217
-
项目类别:Linkage Projects
-
资助金额:$17.26万
-
财政年份:2016
-
负责人:Prof Rodney Stewart
-
依托单位:
Securing the essential: assisting Indigenous communities and their service providers to sustainably manage water and energy supply
-
批准号:LP140100118
-
项目类别:Linkage Projects
-
资助金额:$16.98万
-
财政年份:2015
-
负责人:Prof Rodney Stewart
-
依托单位:
Smart metering founding a holistic evidence-based performance evaluation framework and demand forecasting model for diversified water supply schemes
-
批准号:LP100200033
-
项目类别:Linkage Projects
-
资助金额:$19.1万
-
财政年份:2011
-
负责人:Prof Rodney Stewart
-
依托单位:
Impact of urban water conservation strategies on end-use water consumption in residential households
-
批准号:LP0775348
-
项目类别:Linkage Projects
-
资助金额:$18.56万
-
财政年份:2007
-
负责人:Prof Rodney Stewart
-
依托单位:
海外基金