Selected journal articles


Kortela, Jukka; Jämsä-Jounela, Sirkka-Liisa
Modeling and model predictive control of the BioPower combined heat and power (CHP) plant
International Journal of Electrical Power & Energy Systems, 65 (2015), pp. 453-462
Electronic publication:

Kortela, Jukka; Jämsä-Jounela, Sirkka-Liisa
Model predictive control utilizing fuel and moisture soft-sensors for the BioPower 5 combined heat and power (CHP) plant
Applied Energy, 131 (2014), pp. 189-200
Electronic publication:

Boriouchkine, Alexandre; Sharifi, Vida; Swithenbank, Jim; Jämsä-Jounela, Sirkka-Liisa
A study on the dynamic combustion behavior of a biomass fuel bed
Fuel, 135 (2014), pp. 468-481
Electronic publication:

Kortela, Jukka; Jämsä-Jounela, Sirkka-Liisa
Fuel moisture soft-sensor and its validation for the industrial BioPower 5 CHP plant
Applied Energy, 105 (2013), pp. 66-74
Electronic publication:

Kortela, Jukka; Jämsä-Jounela, Sirkka-Liisa
Fuel-quality soft sensor using the dynamic superheater model for control strategy improvement of the Biopower 5 CHP plant.
International Journal of Electrical Power and Energy Systems, 42 (2012) 1, pp. 38-48.
Electronic publication:

Boriouchkine, Alexandre; Zakharov, Alexey; Jämsä-Jounela, Sirkka-Liisa
Dynamic modeling of combustion in a BioGrate furnace: The effect of operation parameters on biomass firing.
Chemical Engineering Science, 69 (2012) 1, pp. 669-678.

Chemical Engineering

Kettunen, Markus; Jämsä-Jounela, Sirkka-Liisa
Data-Based, Fault-Tolerant Model Predictive Control of a Complex Industrial Dearomatization Process
Industrial & Engineering Chemistry Research, 50 (2011) 11, pp. 6755-6768
Electronic publication:

Kämpjärvi, P; Sourander, M; Komulainen, Tiina; Vatanski, Nikolai; Nikus, Mats; Jämsä-Jounela, Sirkka-Liisa
Fault detection and isolation of an on-line analyzer for an ethylene cracking process.
Control Engineering Practice (1): 1-13 JAN 2008.
Electronic publication:

Komulainen, Tiina; Sourander, M.; Jämsä-Jounela, Sirkka-Liisa
The Online Application of Dynamic PLS to Dearomatization Process.
Computers & Chemical Engineering, 28 (12) ( 2004 )2611-2619.
Electronic publication:

Kettunen, Markus; Zhang, Ping; Jämsä-Jounela, Sirkka-Liisa
An embedded fault detection, isolation and accommodation system in a model predictive controller for an industrial benchmark Process.
Computers & Chemical Engineering 2 (2008)12, pp. 2966-2985.
Electronic publication:

Mineral and Metal Processing

Komulainen, Tiina; Doyle, F.; Rantala, A.; Jämsä-Jounela, Sirkka-Liisa
Control of an Industrial Copper Solvent Extraction Process.
Journal of Process Control, 19 (2009)1, pp. 2-15.
Electronic publication:

Komulainen, Tiina; Pekkala, P.; Rantala, A.; Jämsä-Jounela, Sirkka-Liisa
Dynamic Modeling of an Industrial Copper Solvent Extraction Plant.
Hydrometallurgy 81(2006)52-61.
Electronic publication:

Jämsä-Jounela, Sirkka-Liisa; Laine, S.; Ruokonen, E.
Ore type based expert systems in mineral processing plants
Part. /Part. Sys. Charact. /*15* (1998) 200-207
Electronic publication:<200::AID-PPSC200>3.0.CO;2-3

Kämpjärvi, P.; Jämsä-Jounela, Sirkka-Liisa
Level control strategies for flotation cells.
Minerals Engineering, 16(2003)1061-1068.
Electronic publication:

Remes, Antti; Saloheimo, K.; Jämsä-Jounela, Sirkka-Liisa
Effects of On-line Elemental Analysis Speed and Accuracy on Flotation Control Performance.
Minerals Engineering, 20(2007)1055-1066.
Electronic publication:

Jämsä-Jounela, Sirkka-Liisa; Vermasvuori, Mikko; Kämpe-Hellenius, Jerri; Koskela, K.
Operator Support System for the Larox Pressure Filter.
Control Engineering Practice, 13(2005)10, 1327-1337.
Electronic publication:

Pulp&Paper Making

Pozo Garcia, Octavio; Tikkala, Vesa-Matti; Zakharov, Alexey; Jämsä-Jounela, Sirkka-Liisa
Integrated FDD system for valve stiction in a paperboard machine
Control Engineering Practice, 21 (2013) 6, pp. 818-828.
Electronic publication:

Cheng, Hui; Tikkala, Vesa-Matti; Zakharov, Alexey; Jämsä-Jounela, Sirkka-Liisa
Application of the Enhanced Dynamic Causal Digraph Method on a Three-Layer Board Machine
IEEE Transactions on Control Systems Technology, 19 (2011) 3, pp. 644-655
Electronic publication:

Zakharov, Alexey; Jämsä-Jounela, Sirkka-Liisa
Iterative optimization of the economic efficiency of an industrial process within the validity area of the static plant model and its application to a Pulp Mill
Computers & Chemical Engineering, 35 (2011) 2, pp. 245-254.
Electronic publication:

Cheng, Hui; Nikus, Mats; Jämsä-Jounela, Sirkka-Liisa
Fault diagnosis of the paper machine short circulation process using novel dynamic causal digraph reasoning
Journal of Process Control, 18 (2008) 7-8, pp. 676-691.
Electronic publication:

Cheng, Hui; Nikus, Mats; Jämsä-Jounela, Sirkka-Liisa
Evaluation of PCA methods with improved fault isolation capabilities on a paper machine simulator
Chemometrics and Intelligent Laboratory Systems, 92(2008)2, 186-199
Electronic publication:

Järvensivu, Mika; Saari, K.; Jämsä-Jounela, Sirkka-Liisa
Intelligent Control System of an Industrial the Lime Kiln process
Control Engineering Practice /*9* (2001) 589-606.
Control Engineering Practice Prize Paper Award, IFAC World Congress, Barcelona 2002
Electronic publication:

Järvensivu, Mika; Mäenpää , Tom; Jämsä-Jounela, Sirkka-Liisa; Saari, K.
Field survey of the reduced sulfur emissions from a modern Finnish pulp mill
Environmental Progress /*19* (2000) No 3, 147-156
Electronic publication:


Jämsä-Jounela, Sirkka-Liisa
Future Trends in Process Automation.
Annual Reviews in Control, /31(2007)211-220
Electronic publication:

Mc Avoy, T.; Jämsä-Jounela, Sirkka-Liisa; Patton, R.; Perrier, M.; Weber, H.; Georgakis, C.
Milestone Report for Area 7 Industrial Applications
Control Engineering Practice, 12 (2004)113-119.
Electronic publication:

Jämsä-Jounela, Sirkka-Liisa
Current status and future trends in the automation of mineral and metal processing
Control Engineering Practice /*9* (2001) 1021-1035
Electronic publication:

FDD for large scale production processes

Tikkala, Vesa-Matti; Jämsä-Jounela, Sirkka-Liisa
Monitoring of caliper sensor fouling in a board machine using self-organising maps
Expert Systems with Applications, 39 (2012) 12, pp. 11228-11233.
Electronic publication:

Zakharov, Alexey; Jämsä-Jounela, Sirkka-Liisa
Robust Oscillation Detection Index and Characterization of Oscillating Signals for Valve Stiction Detection
Industrial and Engineering Chemistry Research, 53(14) (2014), pp. 5973-5981
Electronic publication:

Zakharov, Alexey; Zattoni, Elena; Xie, Lei; Pozo Garcia, Octavio; Jämsä-Jounela, Sirkka-Liisa
An autonomous valve stiction detection system based on data characterization
Control Engineering Practice, 21 (2013 11, pp. 1507-1518.
Electronic publication:

Zakharov, Alexey; Tikkala, Vesa-Matti; Jämsä-Jounela, Sirkka-Liisa
Fault detection and diagnosis approach based on nonlinear parity equations and its application to leakages and blockages in the drying section of a board machine
Journal of Process Control, In Press
Electronic publication:

Jämsä-Jounela, Sirkka-Liisa; Tikkala, Vesa-Matti; Zakharov, Alexey; Pozo Garcia, Octavio; Laavi, Helena; Myller, Tommi; Kulomaa, Tomi; Hämäläinen, Veikko
Outline of a fault diagnosis system for a large-scale board machine
The International Journal of Advanced Manufacturing Technologys, 65 (2013) 9-12, pp. 1741-1755.
Electronic publication: