| Title |
Remote Identification for Smart-meter Operation Error based on a Wireless Sensor Network in a Smart City |
| Authors |
(Wenyu Liu) ; (Haishan Zhou) ; (Muxin Zhang) ; (Ying Shang) ; (Yudan Liu) |
| DOI |
https://doi.org/10.5573/IEIESPC.2022.11.6.444 |
| Keywords |
Wireless; Sensor network; Smart city; Smart meter; Operation error; Remote identification |
| Abstract |
This paper presents a remote identification method for smart-meter operation errors based on a wireless sensor network (WSN) in a smart city to reduce the bad operation of smart meters. In the WSN, ZigBee communication technology was used to collect data from smart meters to enhance the reliability of information. The LEACH protocol can effectively extend the network life cycle and was selected as a communication protocol for WSNs to collect operation data from intelligent meters. Based on the operation data of a smart meter collected by a WSN, a remote identification model of operation error of a smart meter was established. The limited memory least square algorithm was adopted to construct the remote identification model of operation error for a smart meter to realize the remote identification of a smart-meter error in a smart city. The proposed method can use a WSN to collect operation data from a smart meter and remotely identify the mean absolute percentage error (MAPE) and root mean square error (RMSE) of a smart meter’s operation error, which were less than 1%. |