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
POST COMMENT

Comments

There are no comments yet.

Authors

page 3

page 4

page 5

page 7

page 8

06/13/2016

Networked Intelligence: Towards Autonomous Cyber Physical Systems

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

Heterogeneous Federated CubeSat System: problems, constraints and capabilities

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

Cyber-physical risks of hacked Internet-connected vehicles

The integration of automotive technology with Internet-connectivity prom...
07/10/2021

Digital Twin As A Cost Reduction Method

Many fields have been affected by the introduction of concepts such as s...
10/24/2017

Adapting Engineering Education to Industrie 4.0 Vision

Industrie 4.0 is originally a future vision described in the high-tech s...
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, ...
02/08/2018

System-in-the-loop Design Space Exploration for Efficient Communication in Large-scale IoT-based Warehouse Systems

Instead of treating inventory items as static resources, future intellig...
This week in AI

Get the week's most popular data science and artificial intelligence research sent straight to your inbox every Saturday.