Smart Integration of Process Systems Engineering & Machine Learning for Improved Process Safety in Process Industries

Información del proyecto

PROSAFE

Identificador del acuerdo de subvención: 101119358

DOI

10.3030/101119358

Fecha de la firma de la CE 14 Noviembre 2023

Fecha de inicio 1 Enero 2024

Fecha de finalización 31 Mayo 2028

Financiado con arreglo a

• Marie Skłodowska-Curie Actions (MSCA)

Coste total

Sin datos

Aportación de la UE

€ 2 773 692,00

Coordinado por

DANMARKS TEKNISKE UNIVERSITET
Denmark

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (4)

Global sensitivity and uncertainty analysis methodology for QRA studies

Description of the methodology

Machine learning algorithms for abnormal event management and early warning

Description of the advanced ML algorithms

Hybrid models for health-aware operation and maintenance

Description of the hybrid modelling framework

Selection and adaptation of open-source CFD tools and application to natural gas

Description of the selected CFD methods and tools

Other (2)

Recruitment advertising placed

Advertising PROSAFE DCs positions

Offers and acceptances for all DCs

List of all recruited DCs

Websites, patent fillings, videos etc. (1)

PROSAFE website

PROSAFE website launched

Publicaciones

Other (5)

Designing the Optimal Adiabatic Indirect Cooled Reactor System for Renewable Ammonia Production

Autores: Niklas Grol, Gürkan Sin, Tuse Asrav
Publicado en: 2025 AIChE Annual Meeting
Editor: DTU Library

A Multi-Agent Framework for Enhanced Chemical Process Fault Diagnosis: Integrating Intelligent Analysis, Visualization, and User-Centric Decision Support

Autores: Jingkang Liang, Gürkan Sin
Publicado en: 2025 AIChE Annual Meeting
Editor: DTU Library

Large Language Model Agents for User-Friendly Chemical Process Simulations

Autores: Niklas Groll, Gürkan Sin, Jingkang Liang
Publicado en: 2025 AIChE Annual Meeting
Editor: DTU Library

A Benchmark Simulation Model of Green Ammonia Production for the Development of Process Safety and Monitoring Approaches

Autores: Niklas Groll, Gürkan Sin, Jakob Huusom
Publicado en: 2025 AIChE Annual Meeting
Editor: DTU Library

Robust and Efficient Fault Diagnosis in Chemical Processes Via Model Ensemble and Neural Network Pruning

Autores: Jingkang Liang, Gürkan Sin
Publicado en: 2025 AIChE Annual Meeting
Editor: DTU Library

Conference proceedings (10)

Exploring Discrepancies between Consequence Analysis Software: from Validation to Common QRA Initiating Events

Autores: Lorenza Saturnino, Alba Àgueda, Miguel Muñoz, Eulàlia Planas
Publicado en: . In Loss Prevention 2025: 18th EFCE International Symposium on Loss Prevention and Safety Promotion in the Process Industries: Book of Abstracts, 2025
Editor: AIDIC
DOI: 10.3303/BOA2501

Identification of critical inputs in QRA studies using Monte Carlo-based sensitivity analysis

Autores: Belda-Ley, Mercedes; Sin, Gürkan
Publicado en: In Loss Prevention 2025: 18th EFCE International Symposium on Loss Prevention and Safety Promotion in the Process Industries: Book of Abstracts, 2025
Editor: Italian Association of Chemical Engineering - AIDIC

Enhancing Fault diagnosis for Chemical Processes via MSCNN with Hyperparameters Optimization

Autores: Jingkang Liang, G�rkan Sin
Publicado en: Systems and Control Transactions, Proceedings of the 35th European Symposium on Computer Aided Process Engineering (ESCAPE 35), Edición 4, 2025, ISSN 2818-4734
Editor: PSE Press
DOI: 10.69997/SCT.181373

Exploratory numerical simulation of pressure build-up and temperature stratification in cryogenic hydrogen tanks engulfed in fire using OpenFoam

Autores: Muchen Zhang, Artemis Papadaki, Jairo Andrés Meneses Gelves, Pascale Vacca, Alba Àgueda, Elsa Pastor, Eulàlia Planas
Publicado en: Proceedings of the International Conference on Hydrogen Safety, 2025
Editor: UPC

A Benchmark Simulation Model of Ammonia Production: Enabling Safe Innovation in the Emerging Renewable Hydrogen Economy

Autores: Niklas Groll, G�rkan Sin
Publicado en: Systems and Control Transactions, Proceedings of the 35th European Symposium on Computer Aided Process Engineering (ESCAPE 35), Edición 4, 2025, ISSN 2818-4734
Editor: PSE Press
DOI: 10.69997/SCT.164574

Comparison of Quantitative Risk Analysis methodologies for hydrogen refuelling stations

Autores: Jairo Andrés Meneses Gelves, Pascale Vacca, Elsa Pastor
Publicado en: European PhD Hydrogen Conference, 2025
Editor: Hydrogen Europe Research (HER)

Enhancing Fault diagnosis for Chemical Processes via MSCNN with Hyperparameters Optimization and Uncertainty Estimation

Autores: Jingkang Liang, Gürkan Sin
Publicado en: Proceedings of the 25th Nordic Process Control Workshop (NPCW 2025)
Editor: Aalto University Department of Chemical and Metallurgical Engineering Process Control and Automation Group

Comparison of quantitative risk analysis methodologies for hydrogen refueling stations

Autores: Jairo Andrés Meneses Gelves, Lorenza Saturnino, Pascale Vacca, Elsa Pastor, Eulàlia Planas
Publicado en: Proceedings of the International Conference on Hydrogen Safety, 2025
Editor: UPC

ProSafe: Smart Integration of Process Systems Engineering & Machine Learning for Improved Process Safety

Autores: Sin, Gürkan; Alvarado Morales, Merlin; Planas, Eulàlia ; Pastor, Elsa; Jäschke, Johannes; Nogueira, Idelfonso; Muñoz, Miguel ; Erkey, Çan ; Aydin, Erdal; Russo, Alessandra
Publicado en: In Loss Prevention 2025: 18th EFCE International Symposium on Loss Prevention and Safety Promotion in the Process Industries: Book of Abstracts, 2025
Editor: Italian Association of Chemical Engineering - AIDIC

Evaluating Hybrid Modelling for Process Safety Applications: A Novel Benchmark Model Based on Renewable Ammonia Production

Autores: Niklas Groll, Gürkan Sin
Publicado en: Proceedings of the 25th Nordic Process Control Workshop (NPCW 2025)
Editor: Aalto University Department of Chemical and Metallurgical Engineering Process Control and Automation Group

Peer reviewed articles (3)

Benchmark Analysis of Accident Modelling Software Applied to Hydrogen Storage

Autores: Lorenza Saturnino, Elsa Pastor, Eulàlia Planas
Publicado en: CHEMICAL ENGINEERING TRANSACTIONS, 2025, ISSN 2283-9216
Editor: AIDIC
DOI: 10.3303/CET25116039

On Neuro-Symbolic AI for Abnormal Event Detection in Process Safety

Autores: Julien Amblard, Alessandra Russo, Gürkan Sin
Publicado en: CHEMICAL ENGINEERING TRANSACTIONS, 2025, ISSN 2283-9216
Editor: AIDIC
DOI: 10.3303/CET25116075

Fairer benchmark of group contribution and machine learning models for property prediction: A new data splitting strategy

Autores: Adem R.N. Aouichaoui, Jingkang Liang, Jens Abildskov, Gürkan Sin
Publicado en: Computers & Chemical Engineering, Edición 202, 2025, ISSN 0098-1354
Editor: Elsevier BV
DOI: 10.1016/J.COMPCHEMENG.2025.109271