Henrik Saxén

Email: henrik.saxen@abo.fi
Mobile: +358-405443301
Phone: +358-2-2154442


Peer-reviewed publications

A1 Journal article (refereed)
DEM and experimental studies on pellet segregation in stockpile build-up (2018)
Y. Yu, J. Zhang, J. Zhang, H. Saxén
Ironmaking and Steelmaking
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A4 Conference proceedings
Estimation of liquid levels in the BF hearth (2018)
Mikko Helle, Henrik Saxén, Mauricio Roche, Gerard Louwerse, Jan van der Stel
ASMET, Austrian Society for Metallurgy and Materials
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)
Off-line model of blast furnace liquid levels (2018)
Mauricio Roche, Mikko Helle, Jan van der Stel, Gerard Louwerse, Lei Shao, Henrik Saxén
Isij International
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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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A1 Journal article (refereed)
Recovery of chromium from residue of sulfuric acid leaching of chromite (2018)
Qing Zhao, Chengjun Liu, Baokuan Li, Ron Zevenhoven, Henrik Saxén, Maofa Jiang
Process Safety and Environmental Protection
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A1 Journal article (refereed)
Synthesis of LiFePO4/C with Fe3O4 as iron source by high temperature ball milling (2018)
Qing Zhao, Xuetian Li, Zhongbao Shao, Binshi Xu, Chengjun Liu, Maofa Jiang, Ron Zevenhoven, Henrik Saxén
International Journal of Electrochemical Science
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A1 Journal article (refereed)
A cleaner method for preparation of chromium oxide from chromite (2017)
Qing Zhao, Chengjun Liu, Dapeng Yang, Peiyang Shi, Maofa Jiang, Baokuan Li, Henrik Saxén, Ron Zevenhoven
Process Safety and Environmental Protection
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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
Estimation of the hot face temperatures of the blast furnace hearth by an inverse method (2017)
M. Roche, M. Helle, H. Saxén
San Diego State University
A3 Book section, Chapters in research books
Evolutionary algorithms in ironmaking applications (2017)
Tamoghna Mitra, Henrik Saxén, Nirupam Chakraborti
CRC Press
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A1 Journal article (refereed)
Feasibility study of woody-biomass use in a steel plant through process integration (2017)
Carl-Mikael Wiklund, Mikko Helle, Thomas Kohl, Mika Järvinen, Henrik Saxén
Journal of Cleaner Production
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A1 Journal article (refereed)
LIGGGHTS and EDEM application on charging system of ironmaking blast furnace (2017)
Han Wei, Yanhong Zhao, Jian Zhang, Henrik Saxén, Yaowei Yu
Advanced Powder Technology
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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)
Numerical and experimental studies of corn particle properties on the forming of pile (2017)
Han Wei, Lei Zan, Ying Li, Ziming Wang, Henrik Saxén, Yaowei Yu
Powder Technology
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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)
Discrete element simulation of charging and mixed layer formation in the ironmaking blast furnace (2016)
Tamoghna Mitra, Henrik Saxén
Computational Particle Mechanics
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A1 Journal article (refereed)
Economic assessment of options for biomass pretreatment and use in the blast furnace (2016)
Carl-Mikael Wiklund, Mikko Helle, Henrik Saxén
Biomass and Bioenergy
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A1 Journal article (refereed)
Experimental study of cluster properties in a two-dimensional fluidized bed of Geldart B particles (2016)
Debanga Nandan Mondal, Sirpa Kallio, Henrik Saxén, Jonatan Hassel
Powder Technology
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A1 Journal article (refereed)
Identification of switching linear systems using self-organizing models with application to silicon prediction in hot metal (2016)
John-Eric Saxén, Henrik Saxén, Hannu T. Toivonen
Applied Soft Computing
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A1 Journal article (refereed)
Multiple criteria in a top gas recycling blast furnace optimized through a k-optimality-based genetic algorithm (2016)
Kaibalya Mohanty, Tamoghna Mitra, Henrik Saxén, Nirupam Chakraborti
Steel Research International
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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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A4 Conference proceedings
A numerical study of oxygen blast furnace operation (2015)
Mikko Helle, Henrik Saxén
Association for Iron & Steel Technology
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)
Evolution of charging programs for achieving required gas temperature profile in a blast furnace (2015)
Tamoghna Mitra, Henrik Saxén
Materials and Manufacturing Processes
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A4 Conference proceedings
Investigation of burden distribution in the blast furnace (2015)
Tamoghna Mitra, Henrik Saxén
Metallurgical Industry Press
A1 Journal article (refereed)
Length scales of solid clusters in a two-dimensional circulating fluidized bed of Geldart B particles (2015)
Debanga Nandan Mondal, Sirpa Kallio, Henrik Saxén
Powder Technology
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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)
Model of draining of the blast furnace hearth with an impermeable zone (2015)
Henrik Saxén
Metallurgical and Materials Transactions B: Process Metallurgy and Materials Processing Science
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A1 Journal article (refereed)
Operation windows of the oxygen blast furnace with top gas recycling (2015)
Mikko Helle, Henrik Saxén
Isij International
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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 an integrated steel plant with carbon capturing and utilization processes (2015)
Hamid Ghanbari, Mikko Helle, Henrik Saxén
IFAC papers online
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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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A1 Journal article (refereed)
Optimization of Midrex direct reduced iron use in ore-based steelmaking (2015)
Kaisa Huitu, Mikko Helle, Hannu Helle, Marko Kekkonen, Henrik Saxén
Steel Research International
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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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A4 Conference proceedings
Optimization of the operation of hot stoves (2015)
Mikko Helle, Henrik Saxén
Canadian Institute of Mining, Metallurgy and Petroleum
A1 Journal article (refereed)
Preparation of magnesium hydroxide from serpentinite by sulfuric acid leaching for CO2 mineral carbonation (2015)
Qing Zhao, Cheng-jun Liu, Mao-fa Jiang, Henrik Saxén, Ron Zevenhoven
Minerals Engineering
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A1 Journal article (refereed)
Simulation of burden distribution and charging in an ironmaking blast furnace (2015)
Tamoghna Mitra, Henrik Saxén
IFAC papers online
Elsevier
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A1 Journal article (refereed)
Study on extraction of iron from chromite (2015)
Qing Zhao, Chengjun Liu, Bo Zhang, Maofa Jiang, Jie Qi, Henrik Saxén, Ron Zevenhoven
Steel Research International
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A1 Journal article (refereed)
Sulfuric acid leaching kinetics of South African chromite (2015)
Qing Zhao, Cheng-jun Liu, Pei-yang Shi, Bo Zhang, Mao-fa Jiang, Qing-song Zhang, Ron Zevenhoven, Henrik Saxén
International Journal of Minerals, Metallurgy and Materials
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A4 Conference proceedings
Sustainable conceptual process design for a primary steel plant (2015)
Hamid Ghanbari, Mikko Helle, Henrik Saxén
Canadian Institute of Mining, Metallurgy and Petroleum
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)
Model for Fast Evaluation of Charging Programs in the Blast Furnace (2014)
Tamoghna Mitra, Henrik Saxen
Metallurgical and Materials Transactions B: Process Metallurgy and Materials Processing Science
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A4 Conference proceedings
Optimal Resource Allocation in Steel Making Using Torrefied Biomass as Auxiliary Reductant (2014)
Carl-Mikael Wiklund, Henrik Saxén, Mikko Helle
Springer
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A1 Journal article (refereed)
Preparation of Cu-Cr alloy powder by mechanical alloying (2014)
Qing Zhao, Zhongbao Shao, Chengjun Liu, Maofa Jiang, Xuetian Li, Ron Zevenhoven, Henrik Saxén
Journal of Alloys and Compounds
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A1 Journal article (refereed)
Segregation behavior of particles in a top hopper of a blast furnace (2014)
Yaowei Yu, Henrik Saxén
Powder Technology
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A1 Journal article (refereed)
Sulfuric acid leaching of South African chromite. Part 1: Study on leaching behavior (2014)
Qing Zhao, Chengjun Liu, Peiyang Shi, Bo Zhang, Maofa Jiang, Qingsong Zhang, Henrik Saxén, Ron Zevenhoven
International Journal of Mineral Processing
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A1 Journal article (refereed)
Sulfuric acid leaching of South African chromite. Part 2: optimization of leaching conditions (2014)
Maofa Jiang, Qing Zhao, Chengjun Liu, Peiyang Shi, Bo Zhang, Dapeng Yang, Henrik Saxén, Ron Zevenhoven
International Journal of Mineral Processing
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A4 Conference proceedings
Utilisation of PVC waste and PVC char in steelmaking and other processes (2014)
Markéta Mikolajková, Henrik Saxén, Ron Zevenhoven
Abo Akademi University, Thermal and Flow Engineering Laboratory
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)
A simulation study of two-liquid flow in the taphole of the blast furnace (2013)
Lei Shao, Henrik Saxén
Isij International
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A1 Journal article (refereed)
A Techno-Economic Analysis of Using Residual Top Gases in an Integrated Steel Plant (2013)
Hamid Ghanbari, Henrik Saxén
Chemical Engineering Transactions
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A2 Review article, Literature review, Systematic review
Data-driven time discrete models for dynamic prediction of the hot metal silicon content in the blast furnace—A review (2013)
Henrik Saxén, Chuanhou Gao, Zhiwei Gao
IEEE Transactions on Industrial Informatics
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A1 Journal article (refereed)
Flow patterns of iron and slag in the blast furnace taphole (2013)
Lei Shao, Henrik Saxén
Isij International
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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)
Guest editorial: Special section on data-driven approaches for complex industrial systems (2013)
Zhiwei Gao, Henrik Saxen, Chuanhou Gao
IEEE Transactions on Industrial Informatics
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A1 Journal article (refereed)
Optimal design and operation of a steel plant integrated with a polygeneration system (2013)
Hamid Ghanbari, Henrik Saxén, Ignacio E. Grossmann
AIChE Journal
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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)
Optimization of steelmaking using Fastmet direct reduced iron in the blast furnace (2013)
Kaisa Huitu, Hannu Helle, Mikko Helle, Marko Kekkonen, Henrik Saxén
Isij International
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A1 Journal article (refereed)
Particle flow and behavior at bell-less charging of the blast furnace (2013)
Yaowei Yu, Henrik Saxén
Steel Research International
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A1 Journal article (refereed)
Simulation study of blast furnace drainage using a two-fluid model (2013)
Lei Shao, Henrik Saxén
Industrial & Engineering Chemistry Research
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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)
Effects of process parameters and hopper angle on segregation of cohesive ternary powder mixtures in a small scale cylindrical silo (2012)
N. Engblom, H. Saxén, R. Zevenhoven, H. Nylander, G.G. Enstad
Advanced Powder Technology
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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)
Process integration of steelmaking and methanol production for suppressing CO₂ emissions — A study of different auxiliary fuels (2012)
Hamid Ghanbari, Mikko Helle, Henrik Saxén
Chemical Engineering and Processing
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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)
Nonlinear optimization of steel production using traditional and novel blast furnace operation strategies (2011)
Hannu Helle, Mikko Helle, Henrik Saxén
Chemical Engineering Science
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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)
Assessment of the State of the Blast Furnace High Temperature Region by Tuyere Core Drilling (2009)
Helle M, Saxen H, Kerkkonen O
Isij International
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A1 Journal article (refereed)
Data-Driven Analysis of Results from Blast Furnace Tuyere Core Drillings (2009)
Helle M, Saxen H, Kerkkonen O
Steel Research International
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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
A1 Journal article (refereed)
Modelling of enantioselective and racemic hydrogenation of ethyl pyruvate on a Pt/Al2O3 catalyst in the presence of microwave irradiation (2009)
Toukoniitty B, Warna J, Mikkola JP, Helle M, Saxen H, Murzin DY, Salmi T
Chemical Engineering and Processing
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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)
Data-driven Analysis of Sulfur Flows and Behaviour in the Blast Furnace (2008)
Helle M, Saxen H
Steel Research International
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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)
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
A1 Journal article (refereed)
Simulation of tuyere-raceway system in blast furnace (2006)
Helle M, Saxen H
Ironmaking and Steelmaking
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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 19:47