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Design of IoT Systems and Analytics in the Context of Smart City Initiatives in India

机译:印度智慧城市倡议背景下的物联网系统和分析设计

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The rapid growth of population and industrialization has paved way for the use of technologies like the Internet of Things which gave rise to the concept of smart cities. India as a developing country has a great prospect in developing technologies to make the cities smart. As urbanization occurs the demand for resources and efficient servicing will increase. To achieve this in a smart and efficient way, connected device (IoT) could be used. The possible design of an IoT system based on surveys performed on similar smart solutions implemented has been discussed in this paper. Urbanization and population growth has led to higher demand for resources like water which are of scarce. There is a keen interest from the organizations and government to make proper usage of water. The same can be achieved by proper monitoring and management of water distribution systems. The paper discusses the use of Machine learning techniques to smart city management aspects like smart water management which include water demand forecasting, water quality monitoring and anomaly detection.
机译:人口的快速增长和工业化为物联网等技术的使用铺平了道路,从而引发了智慧城市的概念。印度作为发展中国家在开发使城市变得智能化的技术方面具有广阔的前景。随着城市化的发展,对资源和高效服务的需求将会增加。为了以一种智能,高效的方式实现这一目标,可以使用连接设备(IoT)。本文讨论了基于对类似智能解决方案实施的调查的物联网系统的可能设计。城市化和人口增长导致对稀缺水等资源的需求增加。组织和政府强烈希望正确使用水。可以通过对供水系统进行适当的监视和管理来达到同样的目的。本文讨论了将机器学习技术用于智能城市管理方面的应用,例如智能水管理,其中包括需水量预测,水质监测和异常检测。

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