Internet of Predictable Things (IoPT) Framework to Increase Cyber-Physical System Resiliency

01/19/2021
by   Umit Cali, et al.
8

During the last two decades, distributed energy systems, especially renewable energy sources (RES), have become more economically viable with increasing market share and penetration levels on power systems. In addition to decarbonization and decentralization of energy systems, digitalization has also become very important. The use of artificial intelligence (AI), advanced optimization algorithms, Industrial Internet of Things (IIoT), and other digitalization frameworks makes modern power system assets more intelligent, while vulnerable to cybersecurity risks. This paper proposes the concept of the Internet of Predictable Things (IoPT) that incorporates advanced data analytics and machine learning methods to increase the resiliency of cyber-physical systems against cybersecurity risks. The proposed concept is demonstrated using a cyber-physical system testbed under a variety of cyber attack scenarios as a proof of concept (PoC).

READ FULL TEXT

page 3

page 4

page 5

page 7

page 8

research
06/13/2016

Networked Intelligence: Towards Autonomous Cyber Physical Systems

Developing intelligent systems requires combining results from both indu...
research
03/08/2022

Heterogeneous Federated CubeSat System: problems, constraints and capabilities

Different arguments were being presented in the last decade about CubeSa...
research
02/28/2019

Cyber-physical risks of hacked Internet-connected vehicles

The integration of automotive technology with Internet-connectivity prom...
research
12/05/2022

Anomaly Detection in Power Markets and Systems

The widespread use of information and communication technology (ICT) ove...
research
07/10/2021

Digital Twin As A Cost Reduction Method

Many fields have been affected by the introduction of concepts such as s...
research
12/22/2022

Towards an Ontology-Driven Approach for Process-Aware Risk Propagation

The rapid development of cyber-physical systems creates an increasing de...
research
06/10/2020

Analyzing Power Grid, ICT, and Market Without Domain Knowledge Using Distributed Artificial Intelligence

Modern cyber-physical systems (CPS), such as our energy infrastructure, ...

Please sign up or login with your details

Forgot password? Click here to reset