Process Control and Automation

Organisational unit: Research group

Research outputs

  1. 2020
  2. Published

    Industry 4.0 based process data analytics platform: A waste-to-energy plant case study

    Kabugo, J. C., Jämsä-Jounela, S. L., Schiemann, R. & Binder, C., 1 Feb 2020, In : International Journal of Electrical Power and Energy Systems. 115, 105508.

    Research output: Contribution to journalArticleScientificpeer-review

  3. 2019
  4. Published

    Control Strategy of a Multiple Hearth Furnace Enhanced by Machine Learning Algorithms

    Gomez Fuentes, J., Jämsä-Jounela, S-L., Moseley, D. & Skuse, T., 14 Oct 2019, 4th Conference on Control and Fault Tolerant Systems (SysTol). IEEE, p. 250-256 (Conference on Control and Fault Tolerant Systems (SysTol)).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  5. Published

    Process Monitoring Platform based on Industry 4.0 tools: a waste-to-energy plant case study

    Kabugo, J., Jämsä-Jounela, S-L., Schiemann, R. & Binder, C., 14 Oct 2019, 4th Conference on Control and Fault Tolerant Systems (SysTol). IEEE, p. 264-269 6 p. (Conference on Control and Fault Tolerant Systems (SysTol)).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  6. Published

    Fault Propagation Analysis by Implementing Nearest Neighbors Method Using Process Connectivity

    Landman, R. & Jämsä-Jounela, S-L., Sep 2019, In : IEEE Transactions on Control Systems Technology. 27, 5, p. 2058-2067 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    The impact of sustainable supply chain on waste-to-energy operations

    Mohammadi, M. & Harjunkoski, I., 25 Jul 2019, Computer Aided Chemical Engineering. Elsevier, p. 1147-1152 6 p. (Computer Aided Chemical Engineering; vol. 46).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  8. Published

    Optimal planning of municipal solid waste management systems in an integrated supply chain network

    Mohammadi, M., Jämsä-Jounela, S. L. & Harjunkoski, I., 6 Apr 2019, In : Computers and Chemical Engineering. 123, p. 155-169 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    A holistic MILP model for scheduling and inventory management of a multiproduct oil distribution system

    Mostafaei, H., Castro, P. M., Relvas, S. & Harjunkoski, I., 1 Jan 2019, In : Omega (United Kingdom). 102110.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    A Multi-Echelon Supply Chain Model for Sustainable Electricity Generation from Municipal Solid Waste

    Mohammadi, M., Jämsä-Jounela, S-L. & Harjunkoski, I., 2019, In : IFAC-PapersOnLine. 52, 1, p. 610-615

    Research output: Contribution to journalConference articleScientificpeer-review

  11. Published

    An MILP Approach for Short-term Scheduling of Batch Operations

    Mostafaei, H. & Harjunkoski, I., 2019, Computer Aided Chemical Engineering. Elsevier, p. 649-654 (Computer Aided Chemical Engineering ; vol. 46).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  12. E-pub ahead of print

    Continuous-time scheduling formulation for multipurpose batch plants

    Mostafaei, H. & Harjunkoski, I., 2019, In : AIChE Journal. 16 p., 16804.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    Data-based causality analysis by exploiting process connectivity information

    Landman, R., 2019, Aalto University. 180 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  14. Published

    Decision-making of online rescheduling procedures using neuroevolution of augmenting topologies

    Ikonen, T. & Harjunkoski, I., 2019, Proceedings of the 29th European Symposium on Computer Aided Chemical Engineering. Kiss, A., Zondervan, E., Lakerveld, R. & Özkan, L. (eds.). Elsevier, Vol. 46.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  15. Published

    Hybrid causal analysis combining a nonparametric multiplicative regression causality estimator

    Landman, R. & Jämsä-Jounela, S-L., 2019, In : Control Engineering Practice. 93, 104140.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    Incorporation of parameter prediction models of different fidelity into job shop scheduling

    Ikonen, T. & Harjunkoski, I., 2019, In : IFAC-PapersOnLine. 52, 1, p. 142-147

    Research output: Contribution to journalConference articleScientificpeer-review

  17. Published

    Single Reference Grid Continuous Time Formulation for Batch Scheduling

    Mostafaei, H. & Harjunkoski, I., 2019, In : IFAC-PapersOnLine. 52, 1, p. 832-837

    Research output: Contribution to journalConference articleScientificpeer-review

  18. Published

    Sustainable supply chain network design for the optimal utilization of municipal solid waste

    Mohammadi, M., Jämsä-Jounela, S-L. & Harjunkoski, I., 2019, In : AIChE Journal. 65, 7, p. 1-19

    Research output: Contribution to journalArticleScientificpeer-review

  19. 2018
  20. Published

    Control strategy for a multiple hearth furnace in kaolin production

    Jämsä-Jounela, S-L., Gomez Fuentes, J., Hearle, J., Moseley, D. & Smirnov, A., 1 Dec 2018, In : Control Engineering Practice. 81, p. 18-27

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Simplified Mechanistic Model of the Multiple Hearth Furnace for Control Development

    Gomez Fuentes, J. & Jämsä-Jounela, S-L., Sep 2018, In : Simulation Notes Europe. 28, 3, p. 97-100 4 p.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Control Strategy For A Multiple Hearth Furnace

    Gomez Fuentes, J. & Jämsä-Jounela, S-L., 23 Aug 2018, In : IFAC-PapersOnLine. 51, 21, p. 189-194 6 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  23. Published

    Optimal control of a rougher flotation cell using adaptive dynamic programming

    Sun, B., le Roux, J. D., Jämsä-Jounela, S. L. & Craig, I. K., 23 Aug 2018, In : IFAC-PapersOnLine. 51, 21, p. 24-29 6 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  24. Published

    A data-driven optimal control approach for solution purification process

    Sun, B., He, M., Wang, Y., Gui, W., Yang, C. & Zhu, Q., 1 Aug 2018, In : Journal of Process Control. 68, p. 171-185 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    NEO-Fuzzy Neural Networks for Knowledge Based Modeling and Control of Complex Dynamical Systems

    Todorov, Y. & Terziyska, M., 26 Jul 2018, Studies in Systems Decision and Control: Practical Issues of Intelligent Innovations. Sgurev, V. & Kacprzyk, J. (eds.). Vol. 140. p. 181-214 34 p. (Studies in Systems, Decision and Control; vol. 140).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  26. Published

    The impact of digitalization on the future of control and operations

    Isaksson, A., Harjunkoski, I. & Sand, G., Jun 2018, In : Computers and Chemical Engineering. 114, p. 122-129

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    Bihocerence based industrial control loop nonlinearity detection and diagnosis in short nonstationary time series

    Lang, X., Lu, S., Xie, L., Zakharov, A., Zhong, D. & Jämsä-Jounela, S. L., 1 Mar 2018, In : Journal of Process Control. 63, p. 15-28 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    Efficient Error Based Metrics for Fuzzy-Neural Network Performance Evaluation

    Terziyska, M., Todorov, Y. & Dobreva, M., 1 Jan 2018, Advanced Computing in Industrial Mathematics: 11th Annual Meeting of the Bulgarian Section of SIAM December 20-22, 2016, Sofia, Bulgaria. Revised Selected Papers. Georgiev, K., Todorov, M. & Georgiev, I. (eds.). Vol. 728. p. 185-201 16 p. (Studies in Computational Intelligence; vol. 728).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  29. Published

    New continuous-time scheduling formulation for multilevel treelike pipeline systems

    Castro, P. M. & Mostafaei, H., 1 Jan 2018, Computer Aided Chemical Engineering. Friedl, A., Klemeš, J. J., Radl, S., Varbanov, P. S. & Wallek, T. (eds.). Elsevier, p. 973-978 6 p. (Computer Aided Chemical Engineering; vol. 43).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  30. Published

    Modelling of the Prehydrolysis Kraft Process for Process Control

    Lahnalammi, A., Sixta, H. & Jämsä-Jounela, S-L., Jan 2018, Proceedings of the 21st Nordic Process Control Workshop. p. 92-96 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  31. Published

    Optimal planning of a waste management supply chain

    Mohammadi, M., Harjunkoski, I., Mikkola, S. & Jämsä-Jounela, S-L., Jan 2018, In : Computer Aided Chemical Engineering. 44, p. 1609-1614 6 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  32. Published

    Control Strategy Scheme for the Prehydrolysis Kraft Process

    Lahnalammi, A., Sixta, H. & Jämsä-Jounela, S-L., 2018, In : Computer Aided Chemical Engineering. 44, Part A, p. 643 - 648 6 p., 102.

    Research output: Contribution to journalConference articleScientificpeer-review

  33. Published

    Hierarchical Decomposition Approach for Detailed Scheduling of Pipeline Systems with Branches

    Mostafaei, H. & Castro, P. M., 2018, Operations Research and Enterprise Systems. p. 243-266 (Communications in computer and information science; vol. 884).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  34. Accepted/In press

    Optimization of multi-plant capacitated lot-sizing problems in an integrated supply chain network using calibrated metaheuristic algorithms

    Mohammadi, M., Musa, S. N. & Omar, M. B., 2018, (Accepted/In press) In : International Journal of Operational Research.

    Research output: Contribution to journalArticleScientificpeer-review

  35. 2017
  36. Published

    Educational Setup for Service Oriented Process Automation with 5G Testbed

    Kortela, J., Nasiri, B., Smirnov, A., Lahnalammi, A. & Jämsä-Jounela, S. L., 1 Dec 2017, In : IFAC-PapersOnLine. 50, 2, p. 127-132 6 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  37. Published

    On the current state of flotation modelling for process control

    Oosthuizen, D. J., Craig, I. K., Jämsä-Jounela, S. L. & Sun, B., 1 Dec 2017, In : IFAC-PapersOnLine. 50, 2, p. 19-24 6 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  38. Published

    Future of control and operations in the era of industrial internet of things

    Harjunkoski, I., 1 Oct 2017, In : Computer Aided Chemical Engineering. 40, p. 2275-2280

    Research output: Contribution to journalConference articleScientificpeer-review

  39. Published

    Adaptive Control of Distillation Column using Adaptive Critic Design

    Koprinkova-Hristova, P., Todorov, Y., Olteanu, M., Paraschiv, N. & Terziyska, M., 17 Jul 2017, Proceedings of the 2017 21st International Conference on Process Control. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  40. Published

    Intuitionistic Fuzzy Radial Basis Functions Network for modeling of nonlinear dynamics

    Todorov, Y., Terziyska, M. & Koprinkova-Hristova, P., 17 Jul 2017, Proceedings of the 2017 21st International Conference on Process Control. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  41. Published

    Data and Reliability Characterization Strategy for Automatic Detection of Valve Stiction in Control Loops

    Pozo Garcia, O., Zakharov, A. & Jamsa-Jounela, S. L., 1 May 2017, In : IEEE Transactions on Control Systems Technology. 25, 3, p. 769-780 12 p., 7505905.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    Advanced teaching and process monitoring environment for the factory of the future

    Kortela, J., Nasiri, B., Lahnalammi, A. & Jämsä-Jounela, S-L., 23 Mar 2017, Advanced teaching and process monitoring environment for the factory of the future. (Automaatiopäivät22 Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  43. Published

    A methodology for fault propagation analysis based on nearest neighbors method combined with the information on process connectivity

    Landman, R. & Jämsä-Jounela, S-L., 23 Mar 2017, Automaatiopäivät22. Suomen Automaatioseura, p. 1-6 6 p. (Automaatiopäivät22 Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  44. Published

    Control Strategy for Supercritical Generator with Magnetic Bearings in Small Gas Turbine Application

    Smirnov, A., Sillanpää, T., Hartikainen, T., Pyrhonen, O. & Jämsä-Jounela, S-L., 23 Mar 2017, Automaatiopäivät22. Suomen Automaatioseura, 9 p. (Automaatiopäivät22 Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  45. Published

    Optimization scenarios for Waste-to-Energy systems

    Mikkola, S., Harjunkoski, I. & Jämsä-Jounela, S-L., 22 Mar 2017, Automaatiopäivät22. Suomen Automaatioseura, (Automaatiopäivät22 Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  46. Published

    A receding horizon gradient optimization approach for multiple reactor systems

    Sun, B., Yang, C. & Jämsä-Jounela, S-L., 2017, Automaatiopäivät22. Vaasa: Finnish Society of Automation, (Automaatiopäivät22 Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  47. Published

    High-speed Electrical Machine with Active Magnetic Bearing System Optimization

    Smirnov, A., Uzhegov, N., Sillanpää, T., Pyrhonen, J. J. & Pyrhonen, O., 2017, In : IEEE Transactions on Industrial Electronics. 64, 12, p. 9876-9885

    Research output: Contribution to journalArticleScientificpeer-review

  48. Published

    Improvement of load-following capacity of grate boilers based on the combustion power soft-sensor

    Kortela, J. & Jämsä-Jounela, S. L., 2017, INFUB - 11th European Conference on Industrial Furnaces and Boilers, INFUB-11. Elsevier, p. 410-416 7 p. (Energy Procedia; vol. 120).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  49. Published

    Perspective for equipment automation in process industries

    Sun, B., Jämsä-Jounela, S-L., Todorov, Y., Olivier, L. & Craig, I., 2017, In : IFAC-PapersOnLine. 50, 2, p. 65-70 6 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  50. 2016
  51. Published

    Mechanical design of reconfigurable active magnetic bearing test rig

    Sikanen, E., Jastrzebski, R. P., Jaatinen, P., Sillanpää, T., Smirnov, A., Sopanen, J. & Pyrhonen, O., 3 Aug 2016, International Symposium on Magnetic Bearings.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  52. 2003
  53. Published
  54. Published

    New directions in process control education

    Jamsa-Jounela, S. L., 1 Jan 2003, In : IFAC Proceedings Volumes (IFAC-PapersOnline). 36, 10, p. 243-248 6 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  55. Published

    Operator support system for the Larox pressure filter

    Jämsä-Jounela, S. L., Vermasvuori, M., Kämpe, J., Kesti, A. & Koskela, K., 1 Jan 2003, In : IFAC Proceedings Volumes (IFAC-PapersOnline). 36, 24, p. 245-250 6 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  56. 1992
  57. Published

    Expert systems in mineral and metal processing: proceedings of the IFAC Workshop, Espoo, Finland, 26-28 August 1991

    Jämsä-Jounela, S-L. (ed.) & Niemi, A. J. (ed.), 1992, Pergamon.

    Research output: Book/ReportAnthologyScientificpeer-review

ID: 10884169