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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 €

EC-Contrib. €

Partnership

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Outcomes and
results

PRONTO project word cloud

Explore the words cloud of the PRONTO project. It provides you a very rough idea of what is the project "PRONTO" about.

universities technologies mechanical energy operation material practical sub flows sustainable innovation plants generate academic pertinently running managing supervision extensively sources area stage analytics efficient lifetime guide electrical reputations data offers demonstrations companies extended sophisticated operates network optimization convinced assets pronto stay interconnected industrially joint installed emphasis distributed industries scheme phd form time training disparate perhaps base competitive performance timescale doctorate doctoral plant overriding industrial optimal networks

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 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.	UK (LONDON)	coordinator	659˙458.00
2	NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU Organization address address: HOGSKOLERINGEN 1 city: TRONDHEIM postcode: 7491 website: www.ntnu.no contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NO (TRONDHEIM)	participant	572˙550.00
3	ABB AG ABB AG Organization address address: KALLSTADTER STRASSE 1 city: MANNHEIM postcode: 68309 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (MANNHEIM)	participant	498˙432.00
4	ABB AS ABB AS Organization address address: BERGERVEIEN 12 city: BILLINGSTAD postcode: 1396 website: www.abb.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NO (BILLINGSTAD)	participant	286˙275.00
5	ACCIAI SPECIALI TERNI SPA ACCIAI SPECIALI TERNI SPA Organization address address: VIALE BENEDETTO BRIN 218 city: TERNI postcode: 5100 website: www.acciaiterni.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (TERNI)	participant	258˙061.00
6	BASF SE BASF SE Organization address address: CARL BOSCH STRASSE 38 city: LUDWIGSHAFEN AM RHEIN postcode: 67063 website: www.basf.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (LUDWIGSHAFEN AM RHEIN)	participant	249˙216.00
7	TECHNISCHE UNIVERSITAT DORTMUND TECHNISCHE UNIVERSITAT DORTMUND Organization address address: AUGUST SCHMIDT STRASSE 4 city: DORTMUND postcode: 44227 website: www.tu-dortmund.de contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (DORTMUND)	participant	249˙216.00
8	UNIVERSIDAD DE VALLADOLID UNIVERSIDAD DE VALLADOLID Organization address address: PLAZA SANTA CRUZ 8 PALACIO DE SANTA CRUZ city: VALLADOLID postcode: 47002 website: www.uva.es contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (VALLADOLID)	participant	247˙872.00
9	ABB SPZOO ABB SPZOO Organization address address: UL.ZEGANSKA 1 city: WARSZAWA postcode: 04 713 website: www.abb.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	PL (WARSZAWA)	participant	224˙137.00
10	AKADEMIA GORNICZO-HUTNICZA IM. STANISLAWA STASZICA W KRAKOWIE AKADEMIA GORNICZO-HUTNICZA IM. STANISLAWA STASZICA W KRAKOWIE Organization address address: AL ADAMA MICKIEWICZA 30 city: KRAKOW postcode: 30-059 website: http://www.agh.edu.pl/en contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	PL (KRAKOW)	participant	224˙137.00
11	CRANFIELD UNIVERSITY CRANFIELD UNIVERSITY Organization address address: College Road city: CRANFIELD - BEDFORDSHIRE postcode: MK43 0AL website: www.cranfield.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.	UK (CRANFIELD - BEDFORDSHIRE)	participant	160˙404.00
12	CARNEGIE MELLON UNIVERSITY CARNEGIE MELLON UNIVERSITY Organization address address: FORBES AVENUE 5000 city: PITTSBURGH postcode: 15213 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (PITTSBURGH)	partner	0.00
13	EQUINOR ASA EQUINOR ASA Organization address address: FORUSBEEN 50 city: STAVANGER postcode: 4035 website: www.statoil.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NO (STAVANGER)	partner	0.00
14	INEOS KOLN GMBH INEOS KOLN GMBH Organization address address: ALTE STRASSE 201 city: KOLN postcode: 50769 website: www.ineoskoeln.de contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (KOLN)	partner	0.00
15	PETROLEOS DEL NORTE SA PETROLEOS DEL NORTE SA Organization address address: CALLE SAN MARTIN 5 city: MUSKIZ VIZCAYA postcode: 48550 website: www.petronor.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	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 ESRâ€™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

List of publications.
year	authors and title	journal	last update
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 SpÃ¼ntrup, 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 Operatorsâ€™ 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 SpÃ¼ntrup, 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 RÃo 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), MiÄ™dzyzdroje, 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 SpÃ¼ntrup, Frederik; LondoÃ±o, 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 SpÃ¼ntrup, 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, MiÄ™dzyzdroje, 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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