Intelligent meters for improved system operation and customer relationship management

Since the time. that electric power meters were introduced in the 1870s, the basic function of the meters has remained more or less unchanged. Many developed countries are still using the same technology that has existed for more than a century. In particular, meter readings for residential services are normally taken manually once a month or every two months. While automatic meter reading (AMR) has gradually been introduced in many places, the cost involves in retrofitting the existing systems may not be justified if they are used merely for meter reading. This paper proposes two approaches to enhance the functions of the meters intelligently thereby improving the operation of the electrical supply system and customer relationship management. Data mining (DM) techniques are first discussed for information extraction and an intelligent agent (IA) technique is also proposed for front-end customer services.

[1]  Michael J. A. Berry,et al.  Data mining techniques - for marketing, sales, and customer support , 1997, Wiley computer publishing.

[2]  D. Radford,et al.  Communication system requirements for implementation of a large scale demand side management and distribution automation , 1996 .

[3]  H. Oya,et al.  Multi-service network for advanced AMR , 2000, 2000 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.00CH37077).

[4]  M. Ilic,et al.  Survey of technologies and cost estimates for residential electricity services , 2001, 2001 Power Engineering Society Summer Meeting. Conference Proceedings (Cat. No.01CH37262).

[5]  M. D. Cox,et al.  A pipelined automatic meter reading scheme , 1993, 1993 IEEE Instrumentation and Measurement Technology Conference.

[6]  P. Mirandola,et al.  Energy supply, new services and business opportunities , 1996 .

[7]  T. C. Matty Advanced energy management for home use , 1989 .

[8]  S. Kearney,et al.  How outage management systems can improve customer service , 1998, ESMO '98 - 1998 IEEE 8th International Conference on Transmission and Distribution Construction, Operation and Live-Line Maintenance Proceedings ESMO '98 Proceedings. ESMO 98 The Power is in Your Hand.

[9]  J. M. Surratt Integration of CEBus with utility load management and automatic meter reading , 1991 .

[10]  Eric R. Ziegel,et al.  Mastering Data Mining , 2001, Technometrics.