智能家庭电力安全系统设计：基于流数据挖掘

智能家居安全系统升级，保护家庭数据 #生活知识# #科技生活# #3C资讯#

The design of power security system in smart home based

on the stream data mining

Shun Ma

1

, Shenglong Fang

1

, Dingrong Yuan

1

, and Xiangchao Wang

2

1

College of Computer Science & IT and Guangxi Key Lab of Multi-source Information Mining

& Security at Guangxi Normal University, Guangxi Guilin 541004,China

magexiao@foxmail.com,yimenwang@foxmail.com,

dryuan@mailbox.gxnu.edu.cn

2Jian she XI Lu, 109th, chizhou city Meteorological Bureau,

Anhui Chizhou, China

18905661619@163.com

Abstract. With the improvement of the living standard of people, household

electricity consumption has increased significantly. Meanwhile, the accidents in

power security occur frequently. In this paper, for ensuring the security of our

household electricity appliances, we design a power security system based on

stream data mining, which is mainly composed of the intelligent electric outlet,

the coordinator and the server etc. In the system, we use the ZigBee module as

connector between the traditional power grid and the coordinator, use the intel-

ligent electric outlet to shut or open the power. On and off of the circuit depends

on whether the current or voltage is abnormal or not, which is obtained by the

technique of stream data mining. In order to test the effectiveness of the pro-

posed system, we have implemented a verification system. The results show

that the proposed system is feasible.

Keywords: Data mining, Stream data mining, intelligent electric outlet, ZigBee

1 Introduction

Nowadays, household appliances have become necessary in our lives, the outlet can

be seen everywhere, the security of the outlet is increasingly lightened, even it may be

harm our lives. So that the safety precaution, such as remote control, timer switches,

power consumption measurement, security and protection, has attracted great atten-

tion of academic and industry. Wireless network technology based on ZigBee is pro-

vided with the characteristics of high performance, low power, and short range, low

transport costs, large network capacity, easy to maintenance and so on. It has been

successfully applied in the smart home [1],[2]. But safety precaution of outlet has not

been seen. So in this paper, we design a home security power system based on ZigBee

technology, which can eliminate the hidden danger and provide strong protection for

household appliances in life. The system include two key parts, one is the ZigBee

module, which is used to connect the traditional power grid with and the coordinator,

the other is the intelligent electric outlet, which is used to shut and open the power.

On or off of the circuit is determined by whether the current or voltage is abnormal or

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