Water Supply Chain Resource Management in Cities Using Data Mining Techniques
Author:
Affiliation:
1. Amity Institute of Information Technology, Amity University, Noida, India
Abstract
This paper presents a comparative research study between a number of data mining techniques, knowledge discovery tools, data analysis and software packages to be used in a Decision Support System (DSS) for Smart water supply chain resources management. The case study deals with the evaluation and comparative research of water quality of city water supply within New Delhi city area. In the case of New-Delhi water supply alternative actions for improving of water supply and quality are defined for efficient supply in distributed area. The real time water quality monitor uses given standards by Water Quality Index (WQI) and Statistical analysis done on it suggests the shortest path between supply station and local area distribution Centre by used WEKA mining tool (decision tree) and OLAP. The results show that the city water isn't supplied efficiently in the city and not within the standard quality criteria of (WHO) standards and Indian standards. Leanings and research challenges observed during this comparative study have also been enumerated.
Publisher
IGI Global
Subject
General Medicine
Reference21 articles.
1. An Overview of Big Data Applications in Water Resources Engineering.;S.Adamala;Machine Learning Research.,2017
2. Assessment of Ground Water Quality of Central and Southeast Districts of NCT of Delhi
3. An experimental setup of multi-intelligent control system (MICS) of water management using the Internet of Things (IoT)
4. A Prototype for the Remote Monitoring of Water Parameters
5. Deployment of sensor nodes for aquaculture in western Godavari delta: results, challenges and issues
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3