Title :
Research on Remote Meter Automatic Reading Based on Computer Vision
Author :
Zhao, Shutao ; Li, Baoshu ; Yuan, Jinsha ; Cui, Guiyan
Author_Institution :
Key Lab. of Power Syst. Protection & Dynamic Security Monitoring & Control, North China Electr. Power Univ., Hebei
Abstract :
A novel method is put forward, which the power meter can be read based on compute vision, and the architecture of remote meter auto reading system is designed. Different with the normal automatic meter reading system that must obtain the value from digital communication interface, the new method recognizes the meter reading utilizing the computer vision technique, it is a kind of non-contact measurement. In the meter automatic reading, the computer vision discrimination, incorporate human´s ability of visual and apprehensive models. Not only the digital display power meter can be read, but also the direct-reading instrument can be fetched. In this paper, the scheme of remote automatic reading is introduced, the local meter reading information of distributed substation can be transmitted to center using computer network and then the pretreatment, segmentation and pattern matching, are detailed description in the meter image recognition process. Via energy meter automatic recognition experiment, the results based computer vision is accurate enough to monitor the remote substation running parameters
Keywords :
automatic meter reading; computer networks; computer vision; digital communication; image matching; image segmentation; power engineering computing; power meters; substations; computer network; computer vision; digital communication interface; digital display power meter; direct-reading instrument; distributed substation; meter image recognition process; noncontact measurement; pattern matching; remote meter auto reading system; segmentation; Automatic meter reading; Computer architecture; Computer displays; Computer networks; Computer vision; Digital communication; Instruments; Meter reading; Power system modeling; Substations; computer vision; digit recognition; image pretreatment; meter automatic reading; power parameter;
Conference_Titel :
Transmission and Distribution Conference and Exhibition: Asia and Pacific, 2005 IEEE/PES
Conference_Location :
Dalian
Print_ISBN :
0-7803-9114-4
DOI :
10.1109/TDC.2005.1546972