Wireless power consumption monitoring and analysis system using Winter's forecasting method

Dominic Joseph R. Enriquez, Marcel Lowell G. Villanueva, Samuel Matthew G. Dumlao, R. Reyes
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引用次数: 4

Abstract

The Philippines is one of the rising economies in Southeast Asia. However, it is facing a power crisis where there is a continuous increases in an already huge demand in electricity given the limited and scare supply from different power sectors. Consumers are called to be aware of their power consumption and make necessary efforts towards the smart and efficient use of it. As a response, the proponents developed an appliance-level system that monitors and analyzes power consumption. The monitoring subsystem was implemented through a portable hardware black box which includes the power meter sensor, an Arduino microcontroller clone board and a ZigBee shield for wireless transmission to a microcomputer. The Raspberry Pi microcomputer served as a temporary local server for the sync node and the gateway for the data to be stored in an online database. From this, the analysis subsystem retrieves the consolidated data to undergo both retrospective and Winter's forecasting technique. All necessary information, figures and graphs will be presented to the user for interpretation through a simple web application. Overall, the study fulfills its vision of giving people the power over their utility bills by being a tool for raising awareness towards responsibly reducing power consumption to a more efficient use.
采用冬季预报方法的无线电耗监测分析系统
菲律宾是东南亚新兴经济体之一。然而,它正面临着一场电力危机,在不同电力部门有限和稀缺的供应下,已经巨大的电力需求不断增加。消费者应留意自己的耗电量,并作出必要的努力,以明智和有效地使用耗电量。作为回应,支持者开发了一个监控和分析功耗的设备级系统。监测子系统通过便携式硬件黑匣子实现,该黑匣子包括功率计传感器、Arduino微控制器克隆板和用于无线传输到微型计算机的ZigBee屏蔽。树莓派微型计算机作为同步节点的临时本地服务器和数据存储到在线数据库的网关。在此基础上,分析子系统检索综合数据进行回顾性和冬季预报技术。所有必要的信息、数字和图表将通过一个简单的web应用程序呈现给用户进行解释。总的来说,这项研究实现了它的愿景,通过提高人们对负责任地减少电力消耗以更有效地使用的意识,让人们有能力控制他们的水电费。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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