A Review of anomaly detection techniques in advanced metering infrastructure

نویسندگان

چکیده

Advanced Metering Infrastructure (AMI) is a component of electrical networks that combines the energy and telecommunication infrastructure to collect, measure analyze consumer consumptions. One main elements AMI smart meter used manage electricity generation distribution end-user. The rapid implementation raises need deliver better maintenance performance monitoring more efficiently while keeping consumers informed on their consumption habits. convergence from analog digital has made tend inherit current vulnerabilities devices prone cyber-attack, where attackers can manipulate for benefit. A huge amount data generated in allows benefit once they hack into environment. Anomalies detection technique be identify any rare event such as manipulation happens based collected meter. purpose this study review existing studies anomalies techniques detect grid systems. Furthermore, several measurement methods approaches by will addressed.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Advanced Metering Infrastructure Security Issues and its Solution: A Review

Advanced metering infrastructure (AMI) is the core component in smart grid. Moreover, two-way communication between the user and the power utility is realized through AMI. Composition of AMI is described. AMI security requirements are illustrated. The threats on the smart meters, communications network, and data collector are analyzed, respectively. Passive and active defenses are investigated....

متن کامل

Advanced Metering Infrastructure Security Considerations

The purpose of this report is to provide utilities implementing Advanced Metering Infrastructure (AMI) with the knowledge necessary to secure that implementation appropriately. We intend that utilities use this report to guide their planning, procurement, roll-out, and assessment of the security of Advanced Metering Infrastructure. This report discusses threats to the AMI, the likely sources of...

متن کامل

Advanced Metering Infrastructure Analytics -A Case Study

Advanced Metering Infrastructure (AMI) is the basic building block for development of Smart Grid in Distribution System. The main purpose of AMI is to enable two way communication between consumer and Smart Grid Control Center of Utility which involves remote monitoring & control of energy consumption as well as other parameters in real time. Meter data analytics play a vital role in AMI system...

متن کامل

Energy Theft in the Advanced Metering Infrastructure

Global energy generation and delivery systems are transitioning to a new computerized “smart grid”. One of the principle components of the smart grid is an advanced metering infrastructure (AMI). AMI replaces the analog meters with computerized systems that report usage over digital communication interfaces, e.g., phone lines. However, with this infrastructure comes new risk. In this paper, we ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Bulletin of Electrical Engineering and Informatics

سال: 2021

ISSN: ['2302-9285']

DOI: https://doi.org/10.11591/eei.v10i1.2026