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PRONTO SIGNED

PRONTO: PROcess NeTwork Optimization for efficient and sustainable operation of Europe’s process industries taking machinery condition and process performance into account.

Total Cost €

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EC-Contrib. €

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Project "PRONTO" data sheet

The following table provides information about the project.

Coordinator
IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE 

Organization address
address: SOUTH KENSINGTON CAMPUS EXHIBITION ROAD
city: LONDON
postcode: SW7 2AZ
website: http://www.imperial.ac.uk/

contact info
title: n.a.
name: n.a.
surname: n.a.
function: n.a.
email: n.a.
telephone: n.a.
fax: n.a.

 Coordinator Country United Kingdom [UK]
 Project website http://www.h2020pronto.eu/
 Total cost 3˙629˙764 €
 EC max contribution 3˙629˙764 € (100%)
 Programme 1. H2020-EU.1.3.1. (Fostering new skills by means of excellent initial training of researchers)
 Code Call H2020-MSCA-ITN-2015
 Funding Scheme MSCA-ITN-EID
 Starting year 2016
 Duration (year-month-day) from 2016-01-01   to  2019-12-31

 Partnership

Take a look of project's partnership.

# participants  country  role  EC contrib. [€] 
1    IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE UK (LONDON) coordinator 659˙458.00
2    NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU NO (TRONDHEIM) participant 572˙550.00
3    ABB AG DE (MANNHEIM) participant 498˙432.00
4    ABB AS NO (BILLINGSTAD) participant 286˙275.00
5    ACCIAI SPECIALI TERNI SPA IT (TERNI) participant 258˙061.00
6    BASF SE DE (LUDWIGSHAFEN AM RHEIN) participant 249˙216.00
7    TECHNISCHE UNIVERSITAT DORTMUND DE (DORTMUND) participant 249˙216.00
8    UNIVERSIDAD DE VALLADOLID ES (VALLADOLID) participant 247˙872.00
9    ABB SPZOO PL (WARSZAWA) participant 224˙137.00
10    AKADEMIA GORNICZO-HUTNICZA IM. STANISLAWA STASZICA W KRAKOWIE PL (KRAKOW) participant 224˙137.00
11    CRANFIELD UNIVERSITY UK (CRANFIELD - BEDFORDSHIRE) participant 160˙404.00
12    CARNEGIE MELLON UNIVERSITY US (PITTSBURGH) partner 0.00
13    EQUINOR ASA NO (STAVANGER) partner 0.00
14    INEOS KOLN GMBH DE (KOLN) partner 0.00
15    PETROLEOS DEL NORTE SA ES (MUSKIZ VIZCAYA) partner 0.00

Map

 Project objective

The typical lifetime of an industrial process plant is between 30 and 50 years. Technologies to enhance the operation and optimization of process plants can both guide the development of new state-of-the-art process plants and, perhaps more pertinently, can ensure that the large installed base of existing plants operates efficiently. The PRONTO Consortium partners are strongly convinced that for Europe to stay competitive, the overriding challenge is the efficient and sustainable operation of assets already installed and running at the present time.

Production involves flows of material and energy over an extended area through the distributed and interconnected equipment of the process network. Process plants also generate complex information from disparate sources in the form of measurements from the process, mechanical and electrical sub-systems, and elsewhere. Efficient and sustainable operation of assets over a timescale of 30-50 years therefore requires sophisticated approaches for managing information and managing resources to ensure optimal operation.

The research topics of PRONTO are (i) data analytics for assessment of the condition and performance of networks of equipment used for production in the process industries, (ii) optimization of use of resources in process networks taking account of real-time information about the condition and performance of the process equipment, and (iii) new concepts for process operation identified as having high potential for impact by industrial partners.

The consortium partners include leading universities and well-known companies with high reputations for innovation. The consortium offers the early stage researchers training under the European Industrial Doctorate scheme by involving the non-academic sector extensively in joint supervision of the doctoral training with a strong emphasis on industrially-relevant PhD projects leading to practical demonstrations.

 Deliverables

List of deliverables.
D.3.3 Operating processes: final report and poster Documents, reports 2020-04-03 18:56:56
D.2.3 Managing resources: final report and poster Documents, reports 2020-04-03 18:56:41
D.1.3 Managing information: final report and poster Documents, reports 2020-04-03 18:55:32
D.6.10 Final Project Report Documents, reports 2020-04-03 18:55:17
D.4.4 Case studies completed and disseminated Demonstrators, pilots, prototypes 2020-04-03 18:55:03
D.3.1 Operating processes: two joint submissions for publication Documents, reports 2020-02-12 18:03:30
D.4.6 Public workshops completed Other 2020-02-12 18:03:28
D.4.7 Two conference special sessions Other 2020-02-12 18:03:30
D.2.1 Managing resources: two joint submissions for publication Documents, reports 2020-02-12 18:03:34
D.4.5 Two outreach events completed Other 2020-02-12 18:03:31
D.1.1 Managing information: two joint submissions for publication Documents, reports 2020-02-12 18:03:30
D.4.2 Public lecture completed Other 2019-11-06 13:04:47
D.4.3 ESR’s synoptic dissemination web site populated, launched Websites, patent fillings, videos etc. 2019-11-06 13:04:46
D.6.2 Advertising of vacancies Other 2019-05-07 19:19:41
D.4.1 Formal public web site launched Websites, patent fillings, videos etc. 2019-05-07 19:19:41
D.6.3 Recruitment Other 2019-05-07 19:19:41

Take a look to the deliverables list in detail:  detailed list of PRONTO deliverables.

 Publications

year authors and title journal last update
List of publications.
2019 Ruomu Tan, Tian Cong, Nina F. Thornhill, James R. Ottewill, Jerzy Baranowski
Statistical Monitoring of Processes with Multiple Operating Modes
published pages: 635-642, ISSN: 2405-8963, DOI: 10.1016/j.ifacol.2019.06.134
IFAC-PapersOnLine 52/1 2020-03-05
2019 Schulze Spüntrup, Frederik; Imsland, Lars
On KPIs for efficient asset fleet management
published pages: , ISSN: , DOI: 10.5281/zenodo.3475963
PSE Asia 2019: 8th International Symposium on Design, Operation, and Control of Chemical Processes 1 2020-03-05
2019 Francesco Borghesan, Moncef Chioua, Nina F. Thornhill
Forecasting of process disturbances using k-nearest neighbours, with an application in process control
published pages: 188-200, ISSN: 0098-1354, DOI: 10.1016/j.compchemeng.2019.05.009
Computers & Chemical Engineering 128 2020-03-05
2019 Anibal Galan, Cesar De Prada, Gloria Gutierrez, Daniel Sarabia, Rafael Gonzalez
Predictive Simulation Applied to Refinery Hydrogen Networks for Operators’ Decision Support
published pages: 862-867, ISSN: 2405-8963, DOI: 10.1016/j.ifacol.2019.06.170
IFAC-PapersOnLine 52/1 2020-03-05
2019 F. Schulze Spüntrup, G. Dalle Ave, L. Imsland, I. Harjunkoski
Performance-based maintenance planning for asset fleets
published pages: 697-702, ISSN: 2405-8963, DOI: 10.1016/j.ifacol.2019.06.144
IFAC-PapersOnLine 52/1 2020-03-05
2019 Dalle Ave, Giancarlo; Alici, Mert; Harjunkoski, Iiro; Engell, Sebastian
An Explicit Online Resource-Task Network Scheduling Formulation to Avoid Scheduling Nervousness
published pages: , ISSN: , DOI: 10.5281/zenodo.3519040
29th European Symposium on Computer-Aided Process Engineering (ESCAPE-29) 1 2020-03-05
2019 Ouyang Wu, Ala Bouaswaig, Lars Imsland, Stefan Marco Schneider, Matthias Roth, Fernando Moreno Leira
Campaign-based modeling for degradation evolution in batch processes using a multiway partial least squares approach
published pages: 117-127, ISSN: 0098-1354, DOI: 10.1016/j.compchemeng.2019.05.038
Computers & Chemical Engineering 128 2020-03-05
2019 Ouyang Wu, Lars Imsland, Edmund Brekke, Stefan M. Schneider, Ala E.F. Bouaswaig, Matthias Roth
Robust State Estimation for Fouling Evolution in Batch Processes using the EM Algorithm
published pages: 685-690, ISSN: 2405-8963, DOI: 10.1016/j.ifacol.2019.06.142
IFAC-PapersOnLine 52/1 2020-03-05
2019 Eric Bradford, Marcus Reble, Ala Bouaswaig, Lars Imsland
Economic stochastic nonlinear model predictive control of a semi-batch polymerization reaction
published pages: 667-672, ISSN: 2405-8963, DOI: 10.1016/j.ifacol.2019.06.139
IFAC-PapersOnLine 52/1 2020-03-05
2019 Ruo-Mu Tan, Yi Cao
Multi-layer Contribution Propagation Analysis for Fault Diagnosis
published pages: 40-51, ISSN: 1476-8186, DOI: 10.1007/s11633-018-1142-y
International Journal of Automation and Computing 16/1 2020-03-05
2019 Giancarlo Dalle Ave, Iiro Harjunkoski, Sebastian Engell
A non-uniform grid approach for scheduling considering electricity load tracking and future load prediction
published pages: 106506, ISSN: 0098-1354, DOI: 10.1016/j.compchemeng.2019.06.031
Computers & Chemical Engineering 129 2020-03-05
2019 Hernandez, Jesus D.; Onofri, Luca; Engell, Sebastian
Detailed Modeling of Radiative Heat Transfer in Electric Arc Furnaces Using Monte Carlo Techniques
published pages: , ISSN: , DOI: 10.5281/zenodo.3514367
The 8th International Conference on Modeling and Simulation of Metallurgical Processes in Steelmaking (STEELSIM 2019) 1 2020-03-05
2019 Giancarlo Dalle Ave, Jesus Hernandez, Iiro Harjunkoski, Luca Onofri, Sebastian Engell
Demand Side Management Scheduling Formulation for a Steel Plant Considering Electrode Degradation
published pages: 691-696, ISSN: 2405-8963, DOI: 10.1016/j.ifacol.2019.06.143
IFAC-PapersOnLine 52/1 2020-03-05
2020 Matthieu Lucke, Anna Stief, Moncef Chioua, James R. Ottewill, Nina F. Thornhill
Fault detection and identification combining process measurements and statistical alarms
published pages: 104195, ISSN: 0967-0661, DOI: 10.1016/j.conengprac.2019.104195
Control Engineering Practice 94 2020-03-05
2019 Eric Bradford, Lars Imsland
Output feedback stochastic nonlinear model predictive control for batch processes
published pages: 434-450, ISSN: 0098-1354, DOI: 10.1016/j.compchemeng.2019.04.021
Computers & Chemical Engineering 126 2020-03-05
2019 Anna Stief, James R. Ottewill, Jerzy Baranowski, Michal Orkisz
A PCA and Two-Stage Bayesian Sensor Fusion Approach for Diagnosing Electrical and Mechanical Faults in Induction Motors
published pages: 9510-9520, ISSN: 0278-0046, DOI: 10.1109/TIE.2019.2891453
IEEE Transactions on Industrial Electronics 66/12 2020-03-05
2019 Ruomu Tan, James R. Ottewill, Nina F. Thornhill
Nonstationary Discrete Convolution Kernel for Multimodal Process Monitoring
published pages: 1-12, ISSN: 2162-237X, DOI: 10.1109/TNNLS.2019.2945847
IEEE Transactions on Neural Networks and Learning Systems 2020-03-05
2019 Marta Zagorowska, Arne-Marius Ditlefsen, Nina F. Thornhill, Charlotte Skourup
Turbomachinery Degradation Monitoring Using Adaptive Trend Analysis
published pages: 679-684, ISSN: 2405-8963, DOI: 10.1016/j.ifacol.2019.06.141
IFAC-PapersOnLine 52/1 2020-03-05
2020 Ouyang Wu, Giancarlo Dalle Ave, Iiro Harjunkoski, Ala Bouaswaig, Stefan Marco Schneider, Matthias Roth, Lars Imsland
Optimal production and maintenance scheduling for a multiproduct batch plant considering degradation
published pages: 106734, ISSN: 0098-1354, DOI: 10.1016/j.compchemeng.2020.106734
Computers & Chemical Engineering 135 2020-03-05
2019 Jesus D. Hernandez, Luca Onofi, Sebastian Engell
Model of an Electric Arc Furnace Oxy-Fuel Burner for dynamic simulations and optimisation purposes.
published pages: 30-35, ISSN: 2405-8963, DOI: 10.1016/j.ifacol.2019.09.159
IFAC-PapersOnLine 52/14 2020-03-05
2019 Matthieu Lucke, Moncef Chioua, Chriss Grimholt, Martin Hollender, Nina F. Thornhill
Advances in alarm data analysis with a practical application to online alarm flood classification
published pages: 56-71, ISSN: 0959-1524, DOI: 10.1016/j.jprocont.2019.04.010
Journal of Process Control 79 2020-03-05
2019 Bradford, Eric; Imsland, Lars; del Río Chanona, Ehecatl Antonio
Nonlinear model predictive control with explicit back-offs for Gaussian process state space models
published pages: , ISSN: , DOI: 10.5281/zenodo.3685228
58th IEEE Conference on Decision and Control (CDC 2019) 2020-03-05
2019 Anibal Galan, Cesar de Prada, Gloria Gutierrez, Daniel Sarabia, Ignacio E. Grossmann, Rafael Gonzalez
Implementation of RTO in a large hydrogen network considering uncertainty
published pages: 1161-1190, ISSN: 1389-4420, DOI: 10.1007/s11081-019-09444-3
Optimization and Engineering 20/4 2020-03-05
2019 Anna Stief, Ruomu Tan, Yi Cao, James R. Ottewill, Nina F. Thornhill, Jerzy Baranowski
A heterogeneous benchmark dataset for data analytics: Multiphase flow facility case study
published pages: 41-55, ISSN: 0959-1524, DOI: 10.1016/j.jprocont.2019.04.009
Journal of Process Control 79 2020-03-05
2018 Cong Tian; Baranowski Jerzy
Binary Classifier for Fault Detection Based on KDE and PCA
published pages: , ISSN: , DOI: 10.5281/zenodo.1405873
23rd International Conference on Methods and Models in Automation and Robotics (MMAR 2018), Międzyzdroje, Poland, 27-30 September 2018 1 2019-05-07
2018 Borghesan, Francesco; Chioua, Moncef; Thornhill, Nina F
Forecast of persistent disturbances in process systems using a k-nearest neighbor and a weighted k-nearest neighbor method
published pages: , ISSN: , DOI: 10.5281/zenodo.1487147
13th International Symposium on Process Systems Engineering, Elsevier, pp. 631-636 (978-0-444-64234-1) 1 2019-05-07
2018 Anna Stief; Ruomu Tan; Yi Cao; James R. Ottewill
Analytics of Heterogeneous Process Data: Multiphase Flow Facility Case Study
published pages: , ISSN: , DOI: 10.5281/zenodo.1405588
10th IFAC International Symposium on Advanced Control of Chemical Processes Shenyang, Liaoning, China, July 25-27, 2018 1 2019-05-07
2018 Zagorowska, Marta; Thornhill, Nina; Skourup, Charlotte
DYNAMIC MODELLING AND CONTROL OF A COMPRESSOR USING CHEBYSHEV POLYNOMIAL APPROXIMATION
published pages: , ISSN: , DOI: 10.5281/zenodo.1341098
ASME Turbo Expo 2018: Turbomachinery Technical Conference and Exposition (2018 ASME Turbo Expo), Oslo, Norway, 11-15 June 2018 2019-05-07
2018 Schulze Spüntrup, Frederik; Londoño, Juan; Skourup, Charlotte; Thornhill, Nina F; Imsland, Lars Struen
Reliability improvement of compressors based on asset fleet reliability data
published pages: , ISSN: , DOI: 10.5281/zenodo.1486806
3rd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production OOGP 2018. Edited by Sigurd Skogestad, IFAC Papers On Line, Volume 51, Issue 8, 2018, pp. 217-224. 1 2019-05-07
2018 Galan, Anibal; De Prada, Cesar; Gutierrez, Gloria; Sarabia, Daniel
Two-Stage Stochastic Optimization of a hydrogen network
published pages: , ISSN: , DOI: 10.5281/zenodo.1405666
10th IFAC International Symposium on Advanced Control of Chemical Processes (ADCHEM), Shenyang, Liaoning, China, 25-27 July 2018 1 2019-05-07
2018 Lucke, Matthieu; Chioua, Moncef; Grimholt, Chriss; Hollender, Martin; Thornhill, Nina F.
On improving fault detection and diagnosis using alarm-range normalisation
published pages: , ISSN: , DOI: 10.5281/zenodo.1419938
10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS 2018), Warsaw, Poland, 29-31 August 2018 1 2019-05-07
2017 Tan, Ruomu; Samuel, Raphael T.; Cao, Yi
Nonlinear dynamic process monitoring: the case study of a multiphase flow facility
published pages: , ISSN: , DOI: 10.5281/zenodo.1009521
27th European Symposium on Computer-Aided Process Engineering (ESCAPE-27), Barcelona, Spain, 1-5 October 2017 1 2019-05-07
2018 Schulze Spüntrup, Frederik; Imsland, Lars
Asset fleet management in the process industry - a conceptual model
published pages: , ISSN: , DOI: 10.5281/zenodo.1489564
10th IFAC International Symposium on Advanced Control of Chemical Processes (ADCHEM2018), Shenyang, Liaoning, China, 25-27 July 2018 1 2019-05-07
2018 Egidio Leo, Sebastian Engell
Integrated day-ahead energy procurement and production scheduling
published pages: 950-963, ISSN: 0178-2312, DOI: 10.1515/auto-2018-0016
at - Automatisierungstechnik 66/11 2019-05-07
2018 Borghesan, Francesco; Chioua, Moncef; Thorhill, Nina
An MPC with disturbance forecasting for the control of the level of a tank with limited buffer capacity
published pages: , ISSN: , DOI: 10.5281/zenodo.1407055
IEEE Mediterran Conference on Control and Automation 2018 (IEEE MED 2018), Zadar, Croatia, 19-22 June 2018 1 2019-05-07
2018 Cong Tian; Baranowski Jerzy
Binary Classifier for Fault Detection Based on Gaussian Model and PCA
published pages: , ISSN: , DOI: 10.5281/zenodo.1405867
10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, SAFEPROCESS 2018,, Warsaw, Poland, 29-31 September 2018 1 2019-05-07
2018 Galan, Anibal; De Prada, Cesar; Gutierrez, Gloria; Sarabia, Daniel; Gonzalez, Rafael; Sola, Mikel; Marmol, Sergio
Validation of a hydrogen network RTO application for decision support of refinery operators
published pages: , ISSN: , DOI: 10.5281/zenodo.1405654
10th IFAC International Symposium on Advanced Control of Chemical Processes (ADCHEM), Shenyang, Liaoning, China, 25-27 July 2018 1 2019-05-07
2018 Lucke, Matthieu; Chioua, Moncef; Grimholt, Chriss; Hollender, Martin; Thornhill, Nina F.
Online Alarm Flood Classification Using Alarm Coactivations
published pages: , ISSN: , DOI: 10.5281/zenodo.1407660
10th IFAC Symposium on Advanced Control of Chemical Processes (ADCHEM), Shenyang, China, 25 - 27 July 2018 1 2019-05-07
2018 Eric Bradford, Lars Imsland
Economic Stochastic Model Predictive Control Using the Unscented Kalman Filter
published pages: 417-422, ISSN: 2405-8963, DOI: 10.1016/j.ifacol.2018.09.336
IFAC-PapersOnLine 51/18 2019-05-07
2018 Ruomu Tan, Yi Cao
Deviation Contribution Plots of Multivariate Statistics
published pages: 1-1, ISSN: 1551-3203, DOI: 10.1109/TII.2018.2841658
IEEE Transactions on Industrial Informatics 2019-05-07
2018 Wu, Ouyang; Bouaswaig, Ala E. F.; Schneider, Stefan Marco; Moreno Leira, Fernando; Imsland, Lars; Roth, Matthias
Data-driven degradation modeling for batch processes: a case study on heat exchanger fouling
published pages: , ISSN: , DOI: 10.5281/zenodo.1404135
28th European Symposium on Computer-Aided Process Engineering (ESCAPE28), Graz, Austria, 10.-13. June, 2018. 1 2019-05-07
2018 Anna Stief; James R. Ottewill; Jerzy Baranowski
ReliefF-Based Feature Ranking and Feature Selection for Monitoring Induction Motors
published pages: , ISSN: , DOI: 10.5281/zenodo.1405600
23rd International Conference on Methods and Models in Automation and Robotics, Międzyzdroje, Poland, 27-30 August 2018 1 2019-05-07
2018 Eric Bradford; Lars Imsland
Stochastic Nonlinear Model Predictive Control Using Gaussian Processes
published pages: 1027-1034, ISSN: 0000-0000, DOI: 10.5281/zenodo.1407532
2018 European Control Conference (ECC) 1027-1034 1 2019-05-07
2018 Leo, Egidio; Engell, Sebastian
Multi-stage integrated electricity procurement and production scheduling
published pages: , ISSN: , DOI: 10.5281/zenodo.1318562
International Symposium on Process Systems Engineering (PSE2018), San Diego, California, USA, 1-5 July 2018 1 2019-05-07
2018 Leo, Egidio; Engell, Sebastian
A two-stage stochastic programming approach to integrated day-ahead electricity commitment and production scheduling
published pages: , ISSN: , DOI: 10.5281/zenodo.1318556
28th European Symposium on Computer Aided Process Engineering (ESCAPE28), Graz, Austria, 10-13 June 2018 1 2019-05-07
2018 Anna Stief; James R. Ottewill; Ruomu Tan; Yi Cao
Process and alarm data integration under a two-stage Bayesian framework for fault diagnostics
published pages: , ISSN: , DOI: 10.5281/zenodo.1405593
10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, SAFEPROCESS 2018, Warsaw, Poland, 29-31 August 2018 1 2019-05-07
2018 Zagorowska, Marta; Thornhill, Nina; Haugen, Trond; Skourup, Charlotte
Load-sharing strategy taking account of compressor degradation
published pages: , ISSN: , DOI: 10.5281/zenodo.1405825
IEEE Conference on Control Technology and Applications (CCTA), Copenhagen, Denmark, 21-24 August 2018 1 2019-05-07

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