AIMS5.0 - The next big step in digital transformation

Public Deliverable Reports

Deliverable Due Date Creator
D 2.1 - Development and refinement plans for AI tools methods and algorithms
31 Oct 2023
BME
D4.1 - Reports on updated Digital Reference 1
31 Oct 2023
IFAG
D1.1 - Exploration of HW components for the edge processing platform
31. Jan 2024
UZL
D3.1 - Preliminary micro service requirements and first architecture concepts
30 Apr 2024
AITIA
D4.2 - Reports on updated Digital Reference 2
30 Apr 2024
IFAG
D7.1 - Compilation of the methods and sources evaluated for the guidelines for all industrial AI Use Cases
30.04.2024
PCL
D3.2 - Final micro service architecture requirements and architecture realization
30 Apr 2025
LTU
D4.3 - Reports on updated Digital Reference 3
30 Apr 2025
IFAG
D7.2 - Guidelines incl. checklist and self-assessment of how to apply AI in the European industry
30 Apr 2025
RSA
D3.3 - Final architecture concepts and realisation and recommendations for future standardization
28 Feb 2026
AIT
D7.3 - Recommendations based on the validation of the generated consolidated guidelines regarding change management to Digital Workspaces
28 Feb 2026
AIT
D1.4 - Summary report on AI-ready edge hardware and systems
30 Apr 2026
IFAG
D2.4 - Report on AI tools and algorithms for sustainable industrial processes Y3
30 Apr 2026
BME
D5.3 - All public results available in the repository and evaluation of the Innovation project
30 Apr 2026
AIDI
D6.6 - Summarizing public report about Tier 2 use cases, demonstrations and validation towards sustainability, productivity, resilience, human centricity and potentials for the EU Industry
30 Apr 2026
IFD
D8.3 - All public results in Innovation Project, Exploitation, Dissemination and Standards
30 Apr 2026
EDI
D9.8 - Report on project clustering and synergies
30 Apr 2026
IFAG

Publications

Publication Due Date Creator DOI/Link
AcME-AD: Accelerated Model Explanations for Anomaly Detection
July, 2024

Valentina Zaccaria, David Dandolo,
Chiara Masiero, Gian Antonio Susto

 10.48550/arXiv.2403.01245
Experimental Evaluation of Deep Neural Networks for Vehicle Model Identification
June, 2024

Amira Moualhi, Maryam Nezami,
Saleh Mulhem, Georg Schilbach

 Read here
Pattern-based serverless data processing pipelines for Function-as-a-Service orchestration systems
May, 2024

A. Mathew, V. Andrikopoulos,
F. J. Blaauw, and D. Karastoyanova

 10.1016/j.future.2023.12.026
Bidirectional Human Interactive AI Framework for Social Robot Navigation
May, 2024

Tuba Girgin, Emre Girgin, Yigit Yildirim,
Emre Ugur, Mehmet Haklidir

 arXiv:2404.04069v2
Industry 5.0: Research Areas and Challenges With Artificial Intelligence and Human Acceptance
April 2024

G. Dimitrakopoulos, K. Karathanasopoulou,
A. Lackner, P. Varga, J. Delsing, M. Tauber,
G. Schneider, H. Ehm, T. Gutt, A. Hoess

 10.1109/MIE.2024.3387068
The power of computer vision: enhancing manufacturing quality control by automated image classification
April, 2024
Corinna Kofler, Isabell Dicillia-Kowatsch
Watch the video
Finding effective preventive maintenance policies for multiple machines in a single buffered flow line
March, 2024
Frank Hartman
Read here
Carinthia dataset
February, 2024

Corinna Kofler, Sabrina Strauß,
Anja Zernig, Ernesto Lazaro Garcia,
Michael Boxleitner, Beatrix Mayr,
Isabell Dicillia-Kowatsch, Claudia Anna Dohr

 10.5281/zenodo.10696643
Heterogeneous domain adaptation and equipment matching: DANN-based Alignment with Cyclic Supervision (DBACS)
January 2024
Natalie Gentner, Gian Antonio Susto
10.1016/j.cie.2023.109821
Data Augmentation Based on Depth Information for Neural Radiance Fields
January 2024

Hamed Razavi Khosroshahi, Jaime Sancho,
Gun Bang, Gauthier Lafruit, Eduardo Juarez,
and Mehrdad Teratani

 10.2352/EI.2024.36.18.3DIA-104
An aggregation model for short-term WIP forecasting in a high-mix waferfab
November, 2023
Bram Smits
Read here
Learning Priority Indices for Energy-Aware Scheduling of Jobs on Batch Processing Machines.
October 2023
Daniel Sascha Schorn, Lars Mönch
10.1109/TSM.2023.3326865
Interpretable Evaluation of Factual Consistency in Abstractive Summarization
August, 2023
Daan Hegger
Read here
CeRULEo: Comprehensive utilitiEs for Remaining Useful Life Estimation methOds
August 2023
Luciano Lorenti, Gian Antonio Susto
10.21105/joss.05294
On the Way to Realize the 5th Industrial Revolution: Achievements, Challenges and Research Areas
June 2023

G. Dimirakopoulos, K. Karathanasopoulou,
T. Gutt, H. Ehm, A. Lackner, A. Hoess,
G. Schneider

 10.1109/NOMS56928.2023.10154446
Industry 5.0 and Operations Management—the Importance of Human Factors
June 2023
Fabian Lindner, Gerald Reiner
10.1109/NOMS56928.2023.10154282

Activities

The power of computer vision: enhancing manufacturing quality control by automated image classification

Isabell Dicillia-Kovatsch (Infineon) & Corinna Kofler (KAI) 25.04.2024
Watch the video

Collaboration workshop between the AIMS5.0 and ArrowheadIPVN

Researchers and industry from all over Europe now meet at LuleåUniversity of Technology in northern Sweden to discuss how new automation technique can be implemented across Europe.
Watch the video

What is special about vertical farming use case?

Markus Tauber gives a detailed explanation.
Watch the video

CHIP JU Event in Brussels

Watch the video

What does WP2 contribute to overall project goals?

Watch the video

Deep Tech Workshop between AIMS5.0 and Arrowhead in St. Pölten

Reflecting on an Awesome Week of Deep Tech Exploration! 🚀
Watch the video