Posts

New State of the Art Document

The new State of the Art document provides an overview on factories of the future (FoF) resilience. It is structured along the four key enabling capabilities related to the resilience of the factory of the future that are considered to be vital, namely:

  • Human/machine access & trust management
  • Robust machine learning ability
  • Human/machine behaviour watch
  • Cyber resilience capability

Resilience in the factory of the future is significant due to the nature of modern manufacturing that is increasingly based on large supply chain networks with real-time information exchange as well as other Industry 4.0 characteristics such as the Industrial Internet of Things, cloud repositories and machine learning. As the ever-increasing digitalisation introduces new cyber threats, FoF operators need to identify and mitigate these threats, taking into account not only their own operations, but also all the other potential vulnerable parts of the entire manufacturing supply chain. By identifying the threats and vulnerabilities within the supply chain, they can strengthen the weakest links which can be production machines, connections, network devices or even employees. Strengthening the weakest links consists among other things of assigning the necessary security policies and access rights and restrictions to users and devices, designing and developing protective measures to factory assets and its supporting technologies such as machine learning (ML) and artificial intelligence (AI), monitoring anomalies and other irregularities, training personnel to detect and perform mitigation actions, but also planning and practicing the remediation and recovery of factory assets in case of a cyber-attack. After all, it is not about whether a cyber-attack will happen, but when and especially how fast are we able to detect it.

 


Download: State of the Art – Factory of the Future Resilience


Other State of the Art Documents:

Factorys of the Future: State of the Art in Modelling and Simulation

State of the Art – Factory of the Future Optimization

 

Call for papers for our second CyberFactory#1 Workshop at the ESM2021!

Call for Papers to be presented at the 35th European Simulation and Modelling Conference

October 27 – October 29, 2021, Rome, Italy

2. Workshop: CyberFactory – Optimization & Resilience of Factories of the Future

This workshop focuses on the development and application of methods for modeling and simulation of CPS for the factory of the future (FoF). With the advent of Industry 4.0, digitalization and automation processes have moved into the focus of industry. The primary goal is not the optimization of a single production plant, but of the factory as a whole by the marriage of physical assets and advanced digital technologies, such as the internet of things (IoT), artificial intelligence (AI) and robots. From a modeling perspective, the individual components of the factory thus become cyber-physical systems (CPS) that communicate, analyze, and act upon information, enabling more flexible and responsive production. This track focuses on the development and application of methods for modeling and simulation of CPS for the factory of the future (FoF).

The organizers invite contributions with a focus towards CPS in the FoF that describe problem statements, trends, and emerging ideas in the engineering and application of CPS in industrial production.


Topics include, but are not limited to:

  • Requirements on CPS modeling for optimization and resilience of the FoF
  • Architectures for the FoF
  • Application of existing CPS models to industry: benefits and gaps
  • Usage of digital twins for optimization and resilience in the FoF
  • Data lake exploitation for the FoF
  • Models & Simulations for the identification of threats on safety and security in the FoF
  • Tool support for modeling & simulation of the FoF
  • Uncertainties and predictions in the FoF models
  • Modeling of human-machine-interaction in the FoF
  • Distributed manufacturing
  • Cyber resilience modeling for the FoF

Paper format:

Participants may submit a 5 page full paper or an 8 page extended paper (single spaced, double column) in PDF format. Paper formatting guidelines and templates can be found at https://www.eurosis.org/conf/esm/2021/submissions.html. All accepted papers will be published in the ESM’2020 Conference Proceedings.


Workshop format:

The workshop will be held as part of the European Simulation and Modeling Conference (ESM) 2021 to take place in Rome, Italy on October 27-29, 2021. It will feature peer-reviewed paper presentations organized according to the topics defined above. Papers not exceeding 8 pages must be submitted electronically via email in PDF format and must be conform to the submission guidelines.

Each submission will be reviewed by at least three members of the Program Committee and will be evaluated on the basis of originality, importance of contribution, soundness, evaluation, quality of presentation and appropriate comparison to related work. The program committee as a whole will make final decisions about which submissions to accept for presentation at the conference.


Important Dates:

Paper Submission deadline:                           Jun 25th, 2021
Notification of acceptance/rejection:      Aug 21th, 2021
Camera ready paper:                                          Sep 27th, 2021
Workshop:                                                                Oct 27th-29th, 2021


Organizers:

Adrien Bécue (Airbus Cybersecurity)
Frank Oppenheimer (OFFIS e.V.)
Ilhan Kaya (Vestel)
Ingo Stierand (OFFIS e.V.)
Isabel Praça (Instituto Superior de Engenharia do Porto)
Jarno Salonen (VTT Technical Research Centre of Finland Ltd)
Linda Feeken (OFFIS e.V.)

Contact:
Linda Feeken, linda.feeken@offis.de

Webinar: Resilience Capabilities for the Factory of the Future

 

The webinar will provide insights to one of the key capabilities of CyberFactory#1: Resilience. The keynote speech is given by Sauli Eloranta, Professor of Practice at VTT, on “Industry challenge to resilience in the factory of the future”. Afterwards, experts from a number of project partners will discuss the different aspects that need to be considered for a resilient Factory of the Future. The first half focuses on access management approaches and protection of AIs. After a short Q&A, presentations are given on monitoring of the FoF and dealing with cyberattacks, followed by another Q&A.

 


Recording:

 

14.00:             Welcome

Jarno Salonen, VTT

Keynote: Industry challenge to resilience in the factory of the future

Sauli Eloranta, VTT


14.20:             How to create trust with comprehensive identity and access management

Markku Korkiakoski, Netox

Don’t make me think: an intuitive access management approach

Diogo Santos, Sistrade


14.40:             How to protect AI from manipulation attempts

Ching-Yu Kao, Fraunhofer AISEC

Aspects of preventing AI manipulation

Seppo Heikura, Houston Analytics


15.00:              Q&A


15.10:             How to enhance resilience by monitoring the FoF

Mario Brauer, Airbus CyberSecurity Germany

Monitoring different aspects of human behaviour on the shop-floor

Jorge Oliveira, ISEP


15.30:             Architectural approach to effectively detect cyberattacks

Murat Lostar, Lostar

How to remediate and recover from a cyberattack

Jari Partanen, Bittium


15.50:              Q&A


16.00              Wrap Up

Jarno Salonen, VTT

 

Keynote Speaker:

Sauli Eloranta (Professor of Practice at VTT Technical Research Centre of Finland)

Sauli Eloranta, M. Sc. (Tech.), began working as Professor of Practice at VTT on 1 January 2020. Eloranta, elected the CTO of the Year in Finland in 2019, came to VTT with a long experience of promoting technology and digitisation in industry and maritime transport.

Before VTT, Eloranta acted as Head of Innovation and Technology at Rolls-Royce Marine, later Kongsberg Maritime. Eloranta earned the CTO of the Year title granted by the Federation of Finnish Technology Industries for his merits as an active influencer in the Finnish innovation scene and promotor of autonomous marine traffic. He chaired the One Sea Autonomous Maritime Ecosystem in 2016-2019. Sauli has chaired the Business Finland digital advisory board and is a member of the transport sector growth programme. In addition, he has been involved in supporting the collaboration of the private sector and societal actors.

In his role as Professor of Practice, Eloranta focuses on the overall resilience of the Finnish society. His area also covers cyber security, autonomous systems and smart transport & mobility. Recently, Sauli has given program management support to Finland´s Ministry of Economics & Employment (TEM) in establishing domestic production of face masks for public health care.