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IoT driven framework based efficient green energy management in smart cities using multi-objective distributed dispatching algorithm
Environmental Impact Assessment Review ( IF 9.8 ) Pub Date : 2021-02-10 , DOI: 10.1016/j.eiar.2021.106567
Zhang Xiaoyi , Wang Dongling , Zhang Yuming , Karthik Bala Manokaran , A. Benny Antony

Nowadays, the concept of smart cities evolves from conceptual models to various stages of development. The smart services of cities like smart buildings, smart hospitals, smart traffic, smart factories, and smart transportation are vital to energizing resilient, reliable, seamless energy and electrical flow. One of these smart services' critical challenges is anticipated to run without disruptions using smart energy and smart electrical grids. Hence, in this research, the Internet of Things (IoT) role in green energy resources incorporation into smart electrical grids has been introduced using the Multi-Objective Distributed Dispatching algorithm (MODDA). Efficient energy management includes a tradeoff between the cost linked with utility function and energy consumption. The utility function can be the living comfort of the consumers or the utility firm's gross income. The interchanges between utility and energy consumption must, therefore, be recognized. The algorithm is intended to transmit the renewable green energy available to the battery, thermal, and load storing while preserving a thermal and battery storage limit. The experimental results at the lab-scale show the proposed dispatching algorithm minimizing the system cost and energy consumption. It is shown that substantial energy waste can be reduced by equipping a smart building with the proposed IoT system for effective green energy management.



中文翻译:

使用多目标分布式调度算法的基于物联网驱动框架的智慧城市高效绿色能源管理

如今,智慧城市的概念已从概念模型发展到各个发展阶段。智能建筑,智能医院,智能交通,智能工厂和智能交通等城市的智能服务对于增强弹性,可靠,无缝的能源和电流至关重要。使用智能能源和智能电网,这些智能服务的关键挑战之一有望在不中断的情况下运行。因此,在本研究中,已使用多目标分布式调度算法(MODDA)引入了将绿色能源整合到智能电网中的物联网(IoT)角色。高效的能源管理包括在与效用功能相关的成本与能源消耗之间进行权衡。效用函数可以是消费者的生活舒适度,也可以是效用公司的总收入。因此,必须认识到公用事业与能源消耗之间的互换。该算法旨在将可再生的绿色能源传输到电池,热量和负载存储,同时保留热量和电池存储限制。在实验室范围内的实验结果表明,提出的调度算法可最大程度地降低系统成本和能耗。结果表明,通过为智能建筑配备建议的IoT系统进行有效的绿色能源管理,可以减少大量的能源浪费。热量和负载存储,同时保留热量和电池存储限制。在实验室范围内的实验结果表明,提出的调度算法可最大程度地降低系统成本和能耗。结果表明,通过为智能建筑配备建议的IoT系统进行有效的绿色能源管理,可以减少大量的能源浪费。热量和负载存储,同时保留热量和电池存储限制。在实验室范围内的实验结果表明,提出的调度算法可最大程度地降低系统成本和能耗。结果表明,通过为智能建筑配备建议的IoT系统进行有效的绿色能源管理,可以减少大量的能源浪费。

更新日期:2021-02-10
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