Frank Pettersson

Senior Lecturer, Technical Science
Email: frank.pettersson@abo.fi
Mobile: +358-469200506
Phone: +358-2-2154747


Peer-reviewed publications

A1 Journal article (refereed)
Linearization of an MINLP model and its application to gas distribution optimization (2018)
Markéta Mikolajková, Henrik Saxén, Frank Pettersson
Energy
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A1 Journal article (refereed)
Mixed integer linear programming optimization of gas supply to a local market (2018)
Markéta Mikolajková, Henrik Saxén, Frank Pettersson
Industrial & Engineering Chemistry Research
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A1 Journal article (refereed)
Optimization of a small-scale LNG supply chain (2018)
A. Bittante, F. Pettersson, H. Saxén
Energy
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A4 Conference proceedings
A multi-period optimization model for the design of new LNG supply chains (2017)
Alice Bittante, Henrik Saxén, Frank Pettersson
Linköping university electronic press
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A1 Journal article (refereed)
Blast furnace charging optimization using multi-objective evolutionary and genetic algorithms (2017)
Tamoghna Mitra, Frank Pettersson, Henrik Saxén, Nirupam Chakraborti
Materials and Manufacturing Processes
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A4 Conference proceedings
Linearized model of pipeline distribution of gas to a local market (2017)
Markéta Mikolajková, Frank Pettersson, Henrik Saxén
San Diego State University
A1 Journal article (refereed)
Modified predator-prey algorithm approach to designing a cooling or insulating skylight (2017)
Martin Fält, Frank Pettersson, Ron Zevenhoven
Building and Environment
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A1 Journal article (refereed)
Optimal design of a small-scale LNG supply chain combining sea and land transports (2017)
Alice Bittante, Raine Jokinen, Jan Krooks, Frank Pettersson, Henrik Saxén
Industrial & Engineering Chemistry Research
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A1 Journal article (refereed)
Optimization of a natural gas distribution network with potential future extensions (2017)
Markéta Mikolajková, Carl Haikarainen, Henrik Saxén, Frank Pettersson
Energy
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A1 Journal article (refereed)
A decomposition procedure for solving two-dimensional distributed energy system design problems (2016)
Carl Haikarainen, Frank Pettersson, Henrik Saxén
Applied Thermal Engineering
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A1 Journal article (refereed)
An MILP model for optimization of a small-scale LNG supply chain along a coastline (2015)
Raine Jokinen, Frank Pettersson, Henrik Saxén
Applied Energy
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A1 Journal article (refereed)
A spatial decomposition procedure for efficient solution of two-dimensional energy distribution problems (2015)
Carl Haikarainen, Frank Pettersson, Henrik Saxén
Computer Aided Chemical Engineering
Elsevier
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A1 Journal article (refereed)
Combination of reaction and separation in heterogeneous catalytic hydrogenation of ethylformate (2015)
Gerson Martin, Carla Pereira, Frank Pettersson, Henrik Saxén, Dmitry Y. Murzin, Alírio Rodrigues, Tapio Salmi
Chemical Engineering and Technology
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A1 Journal article (refereed)
Evolutionary design of nickel-based superalloys using data-driven genetic algorithms and related strategies (2015)
R. Jha, F. Pettersson, G. S. Dulikravich, H. Saxen, N. Chakraborti
Materials and Manufacturing Processes
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A1 Journal article (refereed)
LNG port interconnection with the natural gas distribution network in Finland (2015)
Markéta Mikolajková, Henrik Saxén, Frank Pettersson
Chemical Engineering Transactions
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A1 Journal article (refereed)
Optimal operation strategy and gas utilization in a future integrated steel plant (2015)
Hamid Ghanbari, Frank Pettersson, Henrik Saxén
Process Safety and Environmental Protection
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A1 Journal article (refereed)
Optimization of LNG supply chain (2015)
Alice Bittante, Raine Jokinen, Frank Pettersson, Henrik Saxén
Computer Aided Chemical Engineering
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A4 Conference proceedings
Optimization of the cost of compression in the Finnish natural gas pipeline (2015)
M. Mikolajková, H. Saxén, F. Pettersson
Elsevier
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A1 Journal article (refereed)
Sustainable development of primary steelmaking under novel blast furnace operation and injection of different reducing agents (2015)
Hamid Ghanbari, Frank Pettersson, Henrik Saxén
Chemical Engineering Science
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A1 Journal article (refereed)
A model for structural and operational optimization of distributed energy systems (2014)
Carl Haikarainen, Frank Pettersson, Henrik Saxén
Applied Thermal Engineering
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A4 Conference proceedings
An MILP model for optimization of LNG supply chains (2014)
Raine Jokinen, Frank Pettersson, Henrik Saxén
Abo Akademi University, Thermal and Flow Engineering Laboratory
A1 Journal article (refereed)
Pruned–bimodular neural networks for modelling of strength–ductility balance of HSLA steel plates (2014)
Prasun Das, Frank Pettersson, Shubhabrata Dutta
International Journal of Artificial Intelligence and Soft Computing
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A1 Journal article (refereed)
An MILP model for distributed energy system optimization (2013)
Carl Haikarainen, Frank Pettersson, Henrik Saxén
Chemical Engineering Transactions
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A1 Journal article (refereed)
Genetic programming evolved through bi-objective genetic algorithms applied to a blast furnace (2013)
Brijesh Kumar Giri, Frank Pettersson, Henrik Saxén, Nirupam Chakraborti
Materials and Manufacturing Processes
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A1 Journal article (refereed)
Optimization of a steel plant with multiple blast furnaces under biomass injection (2013)
Carl-Mikael Wiklund, Frank Pettersson, Henrik Saxén
Metallurgical and Materials Transactions B: Process Metallurgy and Materials Processing Science
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A1 Journal article (refereed)
Blast furnace dynamics using multiple autoregressive models with exogenous inputs (2012)
Antti Nurkkala, Frank Pettersson, Henrik Saxén
Isij International
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A1 Journal article (refereed)
Optimal resource allocation in integrated steelmaking with biomass as auxiliary reductant in the blast furnace (2012)
Carl-Mikae Wiklund, Frank Pettersson, Henrik Saxén
Isij International
A1 Journal article (refereed)
Steelmaking integrated with a polygeneration plant for improved sustainability (2012)
Hamid Ghanbari, Mikko Helle, Frank Pettersson, Henrik Saxén
Chemical Engineering Transactions
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A1 Journal article (refereed)
Cu-Zn separation by supported liquid membrane analyzed through multi-objective genetic algorithms (2011)
Debanga Nandan Mondal, Kadambini Sarangi, Frank Pettersson, Prodip Kumar Sen, Henrik Saxén, Nirupam Chakraborti
Hydrometallurgy
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A4 Conference proceedings
Mathematical modeling of apoptosis as a function of c-flip turnover and at random parameter distributions (2011)
Toivonen HT, Saxen H, Westerlund M, Pettersson F, Meinander A, Eriksson JE
Springer
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A1 Journal article (refereed)
Modeling reveals that dynamic regulation of c-FLIP levels determines cell-to-cell distribution of CD95-mediated apoptosis (2011)
Toivonen HT, Meinander A, Asaoka T, Westerlund M, Pettersson F, Mikhailov A, Eriksson JE, Saxén H
Journal of Biological Chemistry
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A1 Journal article (refereed)
Multiobjective optimization of top gas recycling conditions in the blast furnace by genetic algorithms (2011)
Tamoghna Mitra, Mikko Helle, Frank Pettersson, Henrik Saxén, Nirupam Chakraborti
Materials and Manufacturing Processes
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A1 Journal article (refereed)
Nonlinear modeling method applied to prediction of hot metal silicon in the ironmaking blast furnace (2011)
Antti Nurkkala, Frank Pettersson, Henrik Saxén
Industrial & Engineering Chemistry Research
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A1 Journal article (refereed)
Optimization study of steelmaking under novel blast furnace operation combined with methanol production (2011)
Hamid Ghanbari, Mikko Helle, Frank Pettersson, Henrik Saxén
Industrial & Engineering Chemistry Research
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A1 Journal article (refereed)
A data-mining method for detection of complex nonlinear relations applied to a model of apoptosis in cell populations (2010)
Henrik Saxén, Frank Pettersson
Lecture Notes in Computer Science
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A1 Journal article (refereed)
Multi-objective optimization of ironmaking in the blast furnace with top gas recycling (2010)
Hannu Helle, Mikko Helle, Frank Pettersson, Henrik Saxén
Isij International
A1 Journal article (refereed)
Optimisation study of ironmaking using biomass (2010)
H. Helle, M. Helle, F. Pettersson, H. Saxén
Ironmaking and Steelmaking
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A1 Journal article (refereed)
Optimization of top gas recycling conditions under high oxygen enrichment in the blast furnace (2010)
Hannu Helle, Mikko Helle, Henrik Saxén, Frank Pettersson
Isij International
A1 Journal article (refereed)
A Methodology for Developing Nonlinear Models by Feedforward Neural Networks (2009)
Saxen H, Pettersson F
Lecture Notes in Computer Science
A1 Journal article (refereed)
Analyzing Leaching Data for Low-Grade Manganese Ore Using Neural Nets and Multiobjective Genetic Algorithms (2009)
Pettersson F, Biswas A, Sen PK, Saxen H, Chakraborti N
Materials and Manufacturing Processes
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A1 Journal article (refereed)
Analyzing Sparse Data for Nitride Spinels Using Data Mining, Neural Networks, and Multiobjective Genetic Algorithms (2009)
Pettersson F, Suh C, Saxen H, Rajan K, Chakraborti N
Materials and Manufacturing Processes
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A1 Journal article (refereed)
An Optimization Framework for Solving a Large Scale Scheduling Problem (2009)
Lastusilta T, Frankenhaeuser O, Pettersson F, Westerlund T
Computer Aided Chemical Engineering
A1 Journal article (refereed)
Genetic Algorithm-Based Multicriteria Optimization of Ironmaking in the Blast Furnace (2009)
Pettersson F, Saxen H, Deb K
Materials and Manufacturing Processes
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A1 Journal article (refereed)
Identification and Optimization of AB2 Phases Using Principal Component Analysis, Evolutionary Neural Nets, and Multiobjective Genetic Algorithms (2009)
Agarwal A, Pettersson F, Singh A, Kong CS, Saxen H, Rajan K, Iwata S, Chakraborti N
Materials and Manufacturing Processes
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A1 Journal article (refereed)
Mathematical Optimization of Ironmaking with Biomass as Auxiliary Reductant in the Blast Furnace (2009)
Helle H, Helle M, Saxen H, Pettersson F
Isij International
A4 Conference proceedings
Optimization of Blast Furnace Operation Under Top Gas Recycling (2009)
Helle H, Helle M, Pettersson F, Saxen H
A1 Journal article (refereed)
Identification of factors governing mechanical properties of TRIP-aided steel using genetic algorithms and neural networks (2008)
Datta S, Pettersson F, Ganguly S, Saxen H, Chakraborti N
Materials and Manufacturing Processes
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A4 Conference proceedings
A data mining method applied to a metallurgical process (2007)
Saxen H, Pettersson F
A1 Journal article (refereed)
Designing high strength multi-phase steel for improved strength-ductility balance using neural networks and multi-objective genetic algorithms (2007)
Datta S, Pettersson F, Ganguly S, Saxen H, Chakraborti N
Isij International
A1 Journal article (refereed)
Design of robust heat recovery systems in paper machines (2007)
Pettersson F, Soderman J
Chemical Engineering and Processing
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A1 Journal article (refereed)
Evolving nonlinear time-series models of the hot metal silicon content in the blast furnace (2007)
Saxen H, Pettersson F, Gunturu K
Materials and Manufacturing Processes
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A1 Journal article (refereed)
Mining data from a metallurgical process by a novel neural network pruning method (2007)
Saxen H, Pettersson F, Waller M
Lecture Notes in Computer Science
A1 Journal article (refereed)
Nonlinear prediction of the hot metal silicon content in the blast furnace (2007)
Saxen H, Pettersson F
Isij International
A1 Journal article (refereed)
Genetic evolution of novel charging programs in the blast furnace (2006)
Saxen H, Pettersson F
Transactions of the Indian Institute of Metals
A1 Journal article (refereed)
Model for economic optimization of iron production in the blast furnace (2006)
Pettersson F, Saxen H
Isij International


Other publications

O2 Other
Multiobjective optimization of charging programs for optimal gas flow conditions in the blast furnace (2015)
Tamoghna Mitra, Frank Pettersson, Henrik Saxén, Nirupam Chakraborti
B1 Non-refereed journal articles
Evolution of charging programs for optimal burden distribution in the blast furnace (2013)
Mitra T., Mondal D. N., Pettersson F., Saxén H.
Computer Methods in Materials Science

Last updated on 2018-19-09 at 19:52

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