Seppo Ovaska

Professor, Industrial Electronics at Aalto University School of Business

Schools

  • Aalto University School of Business

Expertise

Links

Biography

Aalto University School of Business

Seppo J. Ovaska earned his D.Sc. (Tech.) degree in signal processing from Tampere University of Technology in 1989, under the supervision of Professor Yrjö Neuvo. He is a Professor in the School of Electrical Engineering at Aalto University. He has served two terms as a Senior Scientist of the Academy of Finland. In 2006–2007, he was a Visiting Professor of Electrical and Computer Engineering at Utah State University. His research expertise includes computational intelligence, green computing, and industrial electronics. He has published more than 100 articles in peer-reviewed journals. And his Scopus h-index is 25. Before embarking on his academic career, Dr. Ovaska developed control systems for high-rise elevators, both in Finland and in the United States. He holds six U.S. patents. For his pioneering contributions on overlay modernization of elevator groups, he received the Armor–Kone Connection Award. See the PNC Tower in Louisville, Kentucky, where the very first “overlay,” TMS900 MO™, was installed. Today, at Aalto University, he brings his industrial experience and the associated insight to the classroom. Over the years, Dr. Ovaska has taught courses in a wide variety of areas, but specialized in embedded real-time systems. His textbook Real-Time Systems Design and Analysis: Tools for the Practitioner (Wiley, 2012) is on the Intel Recommended Reading List for Developers “Books for Embedded Developers – Software.” See the Reading List. Dr. Ovaska has served his profession as an associate and guest editor for several IEEE journals, including a guest-editorship for the top-ranked Proceedings of the IEEE; and he was an elected member of the Board of Governors, or BoG, as well as the coordinating chair of Technical Committees (Systems), IEEE Systems, Man, and Cybernetics (SMC) Society. Moreover, he has founded two IEEE SMC workshop series, SMCia and SMCals, and has run those with his colleagues in Asia, Europe, and North America. For these and other SMC efforts, he has received two Outstanding Contribution Awards and the Most Active SMC Technical Committee Award (as the chair and founding member of the Technical Committee on Industrial Applications). Dr. Ovaska’s travels have taken him to Muroran Institute of Technology, North Carolina State University, the University of Passau, Utah State University, and Virginia Tech. These collaboration visits have enhanced his knowledge and insight on various areas of Electrical and Computer Engineering, as well as on Engineering Education and Academic Leadership. And the productive visits have led to 15 articles in peer-reviewed journals, two special journal issues, and a research book by Wiley (see Computing Reviews). In addition, Dr. Ovaska has served the international academic community as an external reviewer for tenure and/or promotion (arm’s-length evaluation) at Brigham Young University, Cranfield University, North Carolina State University, Rensselaer Polytechnic Institute, and the University of Vermont. See also the Research Information Portal, and the YouTube video of a recent capstone project that was carried out by a group of students, under the supervision of Dr. Ovaska.

Peer-reviewed scientific articles

Journal article-refereed, Original research

Towards automation of knowledge understanding: An approach for probabilistic generative classifiers

Fisch, Dominik; Gruhl, Christian; Kalkowski, Edgar; Sick, Bernhard; Ovaska, Seppo
2016 in INFORMATION SCIENCES (Elsevier Inc.)
ISSN: 0020-0255

Direct-to-chip liquid cooling for reducing power consumption in a subarctic supercomputer centre

Ovaska, Seppo J.; Dragseth, Roy E.; Hanssen, Svenn A.
2016 in INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING AND NETWORKING (Inderscience Enterprises Ltd)
ISSN: 1740-0562

Design of an energy management scheme for a series-hybrid powertrain in heavy-duty vehicle applications

Liukkonen, Matti; Suomela, Jussi; Ovaska, Seppo J.
2015 in International Journal of Powertrains (Inderscience Enterprises Ltd)
ISSN: 1742-4267

A hybrid optimization method based on differential evolution and harmony search

Gao, Xiaozhi; Wang, Xiaolei; Ovaska, Seppo J.; Zenger, Kai
2014 in INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS (World Scientific Publishing Co.)
ISSN: 1469-0268

A hybrid PBIL-based harmony search method

Gao, X.Z.; Wang, X.; Jokinen, T.; Ovaska, S.J.; Arkkio, A.; Zenger, K.
2012 in NEURAL COMPUTING AND APPLICATIONS (Springer London)
ISSN: 0941-0643

A hybrid optimization method of harmony search and opposition-based learning

Gao, X.Z.; Wang, X.; Ovaska, S.J.; Zenger, K.
2012 in ENGINEERING OPTIMIZATION (Taylor and Francis Ltd.)
ISSN: 0305-215X

A hybrid optimization method for wind generator design

Gao, X.Z.; Wang, X.; Jokinen, T.; Ovaska, S.J.; Arkkio, A.; Zenger, K.
2012 in INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING, INFORMATION AND CONTROL (Taylor and Francis Ltd.)

Solar energy and free cooling potential in European data centers

Malkamäki, Tuomo; Ovaska, Seppo J.
2012 in PROCEDIA COMPUTER SCIENCE (Elsevier BV)
ISSN: 1877-0509

A discrete optimization problem for benchmarking heuristic algorithms targeted for digital filter design

Ovaska, Seppo J.; Shilane, David A.
2012 in INTERNATIONAL JOURNAL OF COMPUTERS AND THEIR APPLICATIONS (International Society for Computers and Their Applications (ISCA))
ISSN: 1076-5204

So near and yet so far: New insight into properties of some well-known classifier paradigms

Fisch, D.; Kühbeck, B.; Sick, B.; Ovaska, S.J.
2010 in INFORMATION SCIENCES (Elsevier Inc.)
ISSN: 0020-0255

Multi-level optimization of negative selection algorithm detectors with application in motor fault detection

Gao, X.Z.; Ovaska, S.J.; Wang, X.; Chow, M.-Y.
2010 in INTELLIGENT AUTOMATION AND SOFT COMPUTING (AutoSoft Press)
ISSN: 1079-8587

A modified harmony search method in constrained optimization

Gao, X.Z.; Wang, X.; Ovaska, S.J.; Xu, H.
2010 in INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL (IJICIC Editorial Office)
ISSN: 1349-4198

A simplified linguistic information feedback-based dynamical fuzzy system

Gao, X.Z.; Ovaska, S.J.; Wang, X.
2010 in NEURAL COMPUTING AND APPLICATIONS (Springer London)
ISSN: 0941-0643

Current reference generator for 50-Hz and 16.7-Hz shunt active power filters

Komrska, T.; Žák, J.; Ovaska, S.J..; Peroutka, Z.
2010 in INTERNATIONAL JOURNAL OF ELECTRONICS (Taylor and Francis Ltd.)
ISSN: 0020-7217

Particle swarm optimization-based detectors in negative selection algorithm

Gao, Xiaozhi; Ovaska, Seppo; Wang, Xiaolei
2009 in Journal of Hybrid Computing Research (Taylor and Francis Ltd.)

Fusion of clonal selection algorithm differential evolution method in training casade-correlation neural network

Gao, Xiaozhi; Wang, Xiaolei; Ovaska, Seppo
2009 in NEUROCOMPUTING (Elsevier Science B.V.)

Re-editing and censoring of detectors in negative selection algorithm

Gao, Xiaozhi; Ovaska, Seppo; Wang, Xiaolei
2009 in INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS (Atlantis Press)

Clonal optimization-based negative selection algorithm with applications in motor fault detection

Gao, Xiaozhi; Ovaska, Seppo; Wang, Xaiolei; Chow, M-Y.
2009 in NEURAL COMPUTING AND APPLICATIONS (Springer London)

Uni-modal and multi-modal optimization using modified harmony search methods

Gao, Xiaozhi; Wang, Xiaolei; Ovaska, Seppo
2009 in INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING, INFORMATION AND CONTROL (Springer London)

A linguistic information feed-back-based dynamical fuzzy system (LIFBDFS) with learning algorithm

Gao, Xiaozhi; Ovaska, S.J.; Wang, Xiaolei
2009 in NEURAL COMPUTING AND APPLICATIONS (Springer London)

Periodical switching between related goals for speeding up evolution to a fixed goal in multi-objective proglems

Ovaska, Seppo; Sick, B.; Wright, A.H.
2009 in INFORMATION SCIENCES (Elsevier Inc.)

Fusion of clonal selection algorithm and harmony search method in optimisation of fuzzy classification systems

Wang, Xiaolei; Gao, Xiaozhi; Ovaska, Seppo
2009 in INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION (Inderscience Publishers)

A hybrid artificial immune optimization method

Wang, Xiaolei; Gao, Xiaozhi; Ovaska, Seppo
2009 in INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS (Atlantis Press)

A neural networks-based negative selection algorithm in fault diagnosis

Gao, Xiao-Zhi; Ovaska, Seppo J.; Wang, Xiaolei; Chow, M.-Y.
2008 in NEURAL COMPUTING AND APPLICATIONS (Springer London)
ISSN: 0941-0643

A Ga-based negative selection algorithm

Gao, Xiao-Zhi; Ovaska, Seppo Jari; Wang, Xiaolei
2008 in INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL (IJICIC Editorial Office)
ISSN: 1349-4198

A general framework for statistical performance comparison of evolutionary computation algorithms

Shilane, David; Martikainen, Jarno; Dudoit, Sandrine; Ovaska, Seppo J.
2008 in INFORMATION SCIENCES (Elsevier Inc.)
ISSN: 0020-0255

A novel particle swarm-based method for nonlinear function optimization

Wang, Xiaolei; Gao, Xiao Zhi; Ovaska, Seppo
2008 in International Journal of Computational Intelligence Research (Elsevier Inc.)

Fusion of soft and hard computing: Multi dimensional categorization of computationally intelligent hybrid systems

Ovaska, S.J.
2007 in NEURAL COMPUTING AND APPLICATIONS (Springer London)

A hybrid optimization algorithm based on ant colony and immune principles

Wang, X.; Gao, X.Z.; Ovaska, S.
2007 in INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND APPLICATIONS (Springer London)

Linguistic information feed-forward-based dynamical fuzzy systems

Gao, Ziao-Zhi; Ovaska, Seppo
2006 in IEEE Transactions on Systems, Man, and Cybernetics, Part C (Springer London)

Hierarchical two-population genetic algorithm

Martikainen, Jarno; Ovaska, Seppo
2006 in International Journal of Computational Intelligence Research (Springer London)

Fusion of soft computing and hard computing: Computational structures and characteristic features

Ovaska, Seppo; Kamiya, A.; Chen, Y.Q.
2006 in IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews (Springer London)

A modified Elman neural network-based power controller in mobile comunications systems

Gao, Xiao Zhi; Ovaska, Seppo J.; Vasilakos, A.V.
2005 in SOFT COMPUTING (Springer Verlag)
ISSN: 1432-7643

Reference signal generator for active power filters using improved adaptive predictive filter

Han, B-M.; Bae, B-Y.; Ovaska, S.J.
2005 in IEEE Transactions on Industrial Electronics (Institute of Electrical and Electronics Engineers)

Fusion of soft computing and hard computing for large-scale plants: A general model

Kamiya, Akimoto; Ovaska, Seppo J.; Roy, Rajkumar; Kobayashi, Shigenobu
2005 in APPLIED SOFT COMPUTING (Elsevier BV)
ISSN: 1568-4946

Genetic algorithm-assisted design of adaptive predictive filters for 50/60 Hz power systems instrumentation

Ovaska, Seppo; Bose, T.; Vainio, O.
2005 in IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (Institute of Electrical and Electronics Engineers Inc.)

Neural networks-based fault detection with applications in ink jet printers

Gao, X.Z.; Ovaska, Seppo; Wang, X.
2004 in International Journal of Automatic Control and System Engineering (Institute of Electrical and Electronics Engineers Inc.)

A fuzzy predictive filter for sinusoidal signals with time-varying frequencies

Gao, X.Z.; Ovaska, S.J.; Wang, X.
2004 in International Journal of Signal Processing (Institute of Electrical and Electronics Engineers Inc.)

Evolutionary-programming-based optimization of reduced-rank adaptive filters for reference generation in active power filters

Ovaska, Seppo; Vainio, O.
2004 in IEEE Transactions on Industrial Electronics (Institute of Electrical and Electronics Engineers)

Neural network-based approximation of fuzzy systems

Gao, X.Z.; Ovaska, S.J.
2003 in INTEGRATED COMPUTER-AIDED ENGINEERING (IOS Press)

Adaptive filtering using multiplicative general parameters for zero crossing detection

Ovaska, Seppo; Vainio, O.; Pöllä, Matti
2003 in IEEE Transactions on Industrial Electronics (Institute of Electrical and Electronics Engineers)

Reinforcement learning-based power control in mobile communications systems

Gao, X.Z.; Ovaska, S.J.; Vasilakos, A.V.
2002 in INTELLIGENT AUTOMATION AND SOFT COMPUTING (AutoSoft Press)

Temporal difference method-based multi-step ahead prediction of long term deep fading in mobile networks

Gao, X.Z.; Ovaska, Seppo; Vasilakos, A.V.
2002 in COMPUTER COMMUNICATIONS (Elsevier)

Fusion of soft computing and hard computing in industrial applications: An overview

Ovaska, Seppo; VanLandingham, H.F.; Kamiya, A.
2002 in IEEE Transactions on Systems, Man, and Cypernetics - part C: Applications and Reviews (Elsevier)

Harmonics-resistant adaptive algorithm for line-frequency signal processing

Ovaska, Seppo; Vainio, O.
2002 in IEEE Transactions on Industrial Electronics (Institute of Electrical and Electronics Engineers)

Guest editorial: Special issue on fusion of soft computing and hard computing in industrial applications

Ovaska, Seppo; VanLandingham, H.F.
2002 in IEEE Transactions on Systems, Man and Cybernetics - Part C: Applications and Reviews (Institute of Electrical and Electronics Engineers)

ADC characterization based on singular value decomposition

Ovaska, Seppo; Zhang, J.Q.
2002 in IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (Institute of Electrical and Electronics Engineers Inc.)

Genetic algorithm training of Elman neural network in motor fault detection

Ovaska, Seppo; Gao, X.Z.
2002 in NEURAL COMPUTING AND APPLICATIONS (Springer London)

Soft computing methods in motor fault diagnosis

Gao, X.Z.; Ovaska, S.J.
2001 in APPLIED SOFT COMPUTING (Elsevier BV)

Fuzzy power command enhancement in mobile communications systems

Gao, X.Z.; Ovaska, S.J.
2001 in INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS (World Scientific Publishing Co.)

Comparison of conventional and soft computing-based power control methods in mobile communications systems

Gao, Xiao Zhi; Ovaska, S.J.
2001 in SOFT COMPUTING (Springer Verlag)

Intelligent motor fault diagnosis using a modified ANFIS

Gao, Xiao Zhi; Ovaska, S.J.
2001 in INTERNATIONAL JOURNAL OF COMPUTERS AND THEIR APPLICATIONS (International Society for Computers and Their Applications (ISCA))

Acceleration signal estimation using neural networks

Gao, X.Z.; Ovaska, S.J.
2001 in MEASUREMENT SCIENCE AND TECHNOLOGY (IOP PUBLISHING LTD)

Industrial applications of soft computing: A review

Ovaska, S.J.; Dote, Y.
2001 in PROCEEDINGS OF THE IEEE (Institute of Electrical and Electronics Engineers Inc.)

Scanning the issue: Special issue on industrial innovation using soft computing

Ovaska, S.J.; Dote, Y.; Furuhashi, T.; Suzuki, Y.
2001 in PROCEEDINGS OF THE IEEE (Institute of Electrical and Electronics Engineers Inc.)

Fuzzy-neural network with general parameter adaption for modeling of nonlinear time-series

Ovaska, S.J.; Akhmetov, D.F.; Dote, Y.
2001 in IEEE TRANSACTIONS ON NEURAL NETWORKS (IEEE Computational Intelligence Society)

Fault detection of automobile transmission gears using general parameter methods

Dote, Y.; Ovaska, S.J.; Gao, X.Z.
2000 in JOURNAL OF ROBOTICS AND MECHATRONICS (Fuji Technology Press)

An adaptive window function method for power measurement

Ovaska, S.J.; Zhang, J.Q.
2000 in IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (Institute of Electrical and Electronics Engineers Inc.)

Angular acceleration measurement; A review

Ovaska, S.; Väliviita, S.
1999 in IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (Institute of Electrical and Electronics Engineers Inc.)

Guest editorial special section on predictive and delayless methods in control instrumentation

Ovaska, S.
1999 in IEEE Transactions on Industrial Electronics (Institute of Electrical and Electronics Engineers)

Polynomial predictive filtering in control instrumentation: A review

Väliviita, S.; Ovaska, S.; Vainio, O.
1999 in IEEE Transactions on Industrial Electronics (Institute of Electrical and Electronics Engineers)

A novel fast balance theory for the digital AC bridge

Zhang, J.Q.; Ovaska, S.; Zhao, X.
1999 in IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (Institute of Electrical and Electronics Engineers Inc.)

Modeling of speech signals using optimal neural network structures based on the PMDL principle

Gao, X.M.; Ovaska, S.; Lehtokangas, M.; Saarinen, J.
1998 in IEEE Transactions on Speech and Audio Processing (Institute of Electrical and Electronics Engineers Inc.)

Delta operator realizations of direct-form IIR filters

Kauraniemi, Juha; Laakso, T.I.; Hartimo, I.; Ovaska, S.J.
1998 in IEEE Transactions on Circuits and Systems (Institute of Electrical and Electronics Engineers Inc.)

Evolutionary modernization of large elevator groups: Toward intelligent mechatronics

Ovaska, S.
1998 in Mechatronics (PERGAMON PRESS)

Delayless acceleration measurement method for elevator control

Väliviita, S.; Ovaska, S.
1998 in IEEE Transactions on Industrial Electronics (Institute of Electrical and Electronics Engineers)

Delayless method to generate current reference for active filters

Väliviita, S.; Ovaska, S.
1998 in IEEE Transactions on Industrial Electronics (Institute of Electrical and Electronics Engineers)

Delayless recursive differentiator with efficient noise attenuation for control instrumentation

Väliviita, S.; Ovaska, S.
1998 in SIGNAL PROCESSING (Elsevier)

Power prediction in mobile communication systems using an optimal neural-network structure

Gao, X.Z; Gao, X.M.; Tanskanen, J.; Ovaska, S.
1997 in IEEE TRANSACTIONS ON NEURAL NETWORKS (IEEE Computational Intelligence Society)

Optimization of IIR polynomial predictive filter magnitude response

Harju, P.T.; Ovaska, S.J.
1997 in SIGNAL PROCESSING (Elsevier)

Predictive compensation of time-varying computing delay on real-time control systems

Ovaska, S.; Vainio, O.
1997 in IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY (Institute of Electrical and Electronics Engineers Inc.)

A class of predictive analog filters for sensor signal processing and control instrumentation

Ovaska, S.; Vainio, O.
1997 in IEEE Transactions on Industrial Electronics (Institute of Electrical and Electronics Engineers)

Design of predictive IIR filters via feedback extension of FIR forward predictors

Ovaska, S.; Vainio, O.; Laakso, T.
1997 in IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (Institute of Electrical and Electronics Engineers Inc.)

Multistage adaptive filters for in-phase processing of line-frequency signals

Vainio, O.; Ovaska, S.
1997 in IEEE Transactions on Industrial Electronics (Institute of Electrical and Electronics Engineers)

Analysis of second-order harmonic distortion of ADC using bispectrum

Gao, Xiao Ming; Ovaska, Seppo J.; Shenghe, Sun; Jeng, Y.-C.
1996 in IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (Institute of Electrical and Electronics Engineers Inc.)

Applying IIR predictors on Rayleigh fading signal

Harju, T.; Laakso, T.; Ovaska, S.
1996 in SIGNAL PROCESSING (Elsevier)

Prefiltering Approach for Optimal Polynocial Prediction

Laakso, T.; Ovaska, S.
1996 in IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

Prefiltering Approach for Optimal Polynomial Prediction

Laakso, T.I.; Ovaska, S.J.
1996 in IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

Aprefilterng approach for optimal polynomial prediction

Laakso, T.I.; Ovaska, S.J.
1996 in IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

Digital filtering for robust 50/60 Hz zero crossing detectors

Vainio, O.; Ovaska, S.
1996 in IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (Institute of Electrical and Electronics Engineers Inc.)

Lowpass IIR Predictors for Discrete-Time Signal Processing

Honkanen, Jukka; Laakso, T.; Ovaska, S.; Hartimo, I.
1995 in DIGITAL SIGNAL PROCESSING (Elsevier Inc.)

Adaptive polynomial predictor for velocity filtering

Ranta, J.P.; Ovaska, S.J.; Laakso, T.I.
1995 in Applied Signal Processing (Elsevier Inc.)

Design and implementation of efficient IIR notch filters with quantization error feedback

Laakso, Timo; Ranta, J.; Ovaska, S.
1994 in IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (Institute of Electrical and Electronics Engineers Inc.)

Adaptive polynomial predictor for filtering

Ranta, Jari; Ovaska, S.; Laakso, T.
1994 in Applied Signal Processing (Institute of Electrical and Electronics Engineers Inc.)

Implementation of a time-varying MIMO system with error feedback

Laakso, Timo; Ovaska, S.; Vainio, O.
1993 in SIGNAL PROCESSING (Elsevier)

Review article, Literature review, Systematic review

Developments of dual higher education in Finland and technical college education in Japan

Kamiya, Akimoto; Ovaska, Seppo J.
2011 in JOURNAL OF THE JAPANESE SOCIETY FOR ENGINEERING EDUCATION (Elsevier)
ISSN: 1341-2167

Book section, Chapters in research books

Harmony search methods for multi-modal and constrained optimization

Gao, Xiaozhi; Wang, Xiaolei; Ovaska, Seppo
2009

Negative selection algorithm with applications in motor fault detection

Gao, Xiao Zhi; Ovaska, Seppo J.; Wang, Xiaolei
2008
ISBN: 978-3-540-77464-8

Optimizing multiplicative general parameter finite impulse response filters using evolutionary computation

Ovaska, Seppo J.; Martikainen, J.
2008
ISBN: 978-3-540-76285-0

Fusion of soft computing and hard computing: Applications and research opportunities

Ovaska, Seppo; Sick, B.
2006
ISBN: 0-9787135-0-8

Predictive filtering methods for power systems application

Ovaska, Seppo
2004

Introduction to the fusion of soft computing and hard computing

Ovaska, Seppo
2004

Dynamical fuzzy systems with linguistic information feedback

Ovaska, Seppo
2003

Applications of neutral networks in servo systems - a survey

Gao, X.Z.; Qiang, S.; Zhuang, X.; Roy, R.; Köppen, M.; Ovaska, S.; Furuhashi, T.; Hoffmann, F.
2002
ISBN: 1-85233-539-4

Dynamical fuzzy systems with linguistic information feedback

Gao, X.Z.; Ovaska, S.J.; Melo-Pinto, P.; Teodorescu, H.-N.
2002

Acceleration measurement

Ovaska, S.J.
2001

Neural networks-based friction compensation with application in servo motor systems

Gao, X.Z.; Ovaska, S.J.
2000

Acceleration measurement

Ovaska, S.
1999

Conference proceedings

Modeling power flow in computer and server systems

Malkamäki, Tuomo; Ovaska, Seppo
2016
ISBN: 978-1-4503-4419-7

Impact of retrofitted CPU water cooling on supercomputer performance and power consumption

Ovaska, Seppo; Dragseth, Roy; Hanssen, Svenn
2016
ISBN: 978-1-5090-2246-5

Workshop: Sustainable and energy efficient data centers

Ovaska, Seppo
2016
ISBN: 978-1-5090-2246-5

Analytical model of data center infrastructure efficiency for system level simulations

Malkamäki, Tuomo; Ovaska, Seppo J.
2015
ISBN: 978-1-63190-079-2

Sensitivity analysis for the design of an energy management scheme of supercapacitor buffereing in a regulated DC bus

Liukkonen, Matti; Ovaska, Seppo J.; Kyyrä, Jorma
2014 in European Conference on Power Electronics and Applications (IEEE)
ISSN: 2325-0313

Modelling of parasitic inductances of a high precision inductive adder for CLIC

Holma, J.; Barnes, M.J.; Ovaska, S.J.
2013

Modeling of multiport DC busses in power-electronic systems

Liukkonen, Matti; Hinkkanen, Marko; Kyyrä, Jorma; Ovaska, Seppo J.
2013
ISBN: 978-1-4673-4567-5

Data centers and energy balance in Finland

Malkamäki, Tuomo; Ovaska, Seppo J.
2012

Genetic algorithm based optimization of MGP-FIR current reference generator for active power filters

Talla, Jakub; Peroutka, Zdenek; Ovaska, Seppo J.; Stehlik, Josef
2012 in Advances in Intelligent Systems and Computing (SPRINGER GABLER)
ISBN: 978-3-642-33017-9
ISSN: 2194-5357

Current reference generator for single-phase shunt active power filters based on MGP-FIR

Talla, Jakub; Peroutka, Zdenek; Ovaska, Seppo J.; Blahnik, Vojtech
2012 in IEEE Industrial Electronics Society (SPRINGER GABLER)
ISBN: 978-1-4673-2421-2
ISSN: 1553-572X

In your interest: Objective interestingness measures for a generative classifier

Fisch, Dominik; Kalkowski, Edgar; Sick, Bernhard; Ovaska, Seppo J.
2011
ISBN: 978-989-8425-40-9

A negative selection algorithm-based motor fault detection scheme

Gao, X.Z.; Wang, X.; Ovaska, S.J.; Arkkio, A.; Zenger, K.
2011

Preliminary design of the pulse generator for the CLIC DR extraction system

Holma, J.; Barnes, M.J.; Ovaska, S.J.
2011

A discussion on Finland’s dual higher education vis-à-vis Japan’s technical colleges

Kamiya, Akimoto; Ovaska, Seppo J.
2011

Optimal state estimation for improved power measurements and model verification: Theory

Malkamäki, Tuomo; Ovaska, Seppo J.
2011

A harmony search-based differential evolution method

Gao, Xiao-Zhi; Wang, Xiaolei; Ovaska, Seppo
2010
ISBN: 978-0-7695-4323-9

A new harmony search method in optimal wind generator design

Gao, Xiao-Zhi; Jokinen, Tapani; Wang, Xiaolei; Ovaska, Seppo; Arkkio, Antero
2010
ISBN: 978-1-4244-4175-4

A hybrid harmony search method based on OBL

Gao, Xiao-Zhi; Wang, Xiaolei; Ovaska, Seppo
2010
ISBN: 978-0-7695-4323-9

A hybrid PBIL-based harmony search method with application in wind generator optimization

Gao, Xiao-Zhi; Jokinen, Tapani; Wang, Xiaolei; Arkkio, Antero; Ovaska, Seppo
2010

Active power filter for traction applications with first harmonic adaptive estimation

Komrska, T.; Zak, J.; Peroutka, Z.; Ovaska, Seppo
2009

Time-dependent performance comparison of evolutionary algorithms

Martikainen, Jarno; Shilane, D.; Ovaska, Seppo
2009

A novel hybrid optimization method with application in cascade-correlation neural network training

Gao, Xiao-Zhi; Ovaska, Seppo; Wang, Xiaolei
2008

Modified harmony search methods for uni-modal and multi-modal optimization

Gao, Xiao-Zhi; Wang, Xiaolei; Ovaska, Seppo
2008

Re-editing and censoring of detectors in negative selection algorithm

Gao, Xiao Zhi; Ovaska, Seppo J.; Wang, Xiaolei
2008

Reference Signal Generator for Active Power Filters Using MGP-FIR Filter Designed by Evolutionary Programming

Komrska, Tomáš; Ovaska, Seppo J.
2008

A hybrid optimization method for fuzzy classification systems

Wang, Xiaolei; Gao, Xiao Zhi; Ovaska, Seppo
2008

A simulated annealing-based immune optimization method

Wang, Xiaolei; Gao, Xiao Zhi; Ovaska, Seppo J.
2008

Design of Master Control Unit for Laboratory Prototype of Traction Converter for Locomotives

Zak, Jan; Peroutka, Zdenek; Ovaska, Seppo J.
2008

Reference generator for 16.7-Hz traction systems using multiplicative general-parameter FIR filter designed by evolutionary programming

Žák, J.; Komrska, T.; Ovaska, Seppo
2008

Linguistic information in dynamical fuzzy systems

Gao, X.Z.; Ovaska, S.j.; Wang, X.
2007

A hierarchical optimization scheme for negative selection algorithm detectors in motor fault detection

Gao, X.Z.; Ovaska, s.J.; Wang, X.; Chow, M.-Y.
2007

Particle swarm optimization of detectors in negative selection algorithm

Gao, X.Z.; Ovaska, S.J.; Wang, X.
2007

Accelerating optimization using probabilistic affinity evaluation and clonal selection principle

Martikainen, Jarno; Ovaska, S.J.; Gao, X.Z.
2007

Reduced-rank adaptive FIR filter for power systems applications

Martikainen, Jarno; Gao, X.Z.; Ovaska, S.J.
2007

An immune-based ant colony algorithm for static and dynamic optimization

Wang, X.; Gao, X.Z.; Ovaska, S.J.
2007

Clonal optimization of negative selection algorithm with applications in motor fault detection

Gao, Xiao-Zhi; Ovaska, Seppo; Wang, Xiaolei; Chow, M.-Y
2006

Genetic algorithms-based detector generation in negative selection algorithm

Gao, Xiao-Zhi; Ovaska, Seppo; Wang, Xiaolei
2006

Comparison of a Fuzzy EP Algorithm and an CSA in Dynamic Optimization Tasks

Martikainen, Jarno; Ovaska, Seppo
2006

Fitness Function Approximation by Neural Networks in the Optimization of MGP-FIR Filters

Martikainen, Jarno; Ovaska, Seppo
2006

A general framework for statistical performance comparison of evolutionary computation algorithms

Martikainen, Jarno; Shilane, David; Ovaska, Seppo
2006

A hybrid particle swarm optimization method

Wang, Xiaolei; Gao, Xiao-Zhi; Ovaska, Seppo
2006

A simplified linguistic information feedback-based dynamical fuzzy system (S-LIFDFS) - Part I: Theory

Gao, X.Z.; Ovaska, S.J.; Wang, X.
2005

A simplified linguistic information feedback-based dynamical fuzzy system (S-LIFDFS)-Part II:Evaluation

Gao, X.Z.; Ovaska, S.J.; Wang, X.
2005

Hierarchial two-population genetic algorithm

Martikainen, Jarno; Ovaska, Seppo
2005

Using fuzzy evolutionary programming to solve travelling salesman problems

Martikainen, Jarno; Ovaska, Seppo
2005

Optimizing dynamical fuzzy systems using aging evolution strategies

Martikainen, Jarno; Ovaska, Seppo
2005

Fusion of soft computing and hard computing: An extension of structural categories

Ovaska, S.J.; Kamiya, A.
2005

Fusion of soft and hard computing techniques: A multi-dimensional categorization scheme

Ovaska, Seppo; Sick, Bernhard
2005

A hybrid optimization algorithm in power filter design

Wang, Xiaolei; Gao, Xiao-Zhi; Ovaska, Seppo
2005

Learning algorithm for linquistic information feedback-based dynamical fuzzy systems (LIFDFS)

Gao, X.Z.; Ovaska, Seppo; Wang, X.
2004

Neural network-based negative selection algorithm with applications in fault diagnosis

Gao, X.T.; Ovaska, Seppo; Wang, X.
2004

Designing multiplicative general parameter filters using adaptive genetic algorithms

Martikainen, Jarno; Ovaska, Seppo
2004

Designing multiplicative general parameter filters using multipopulation genetic algorithm

Martikainen, Jarno; Ovaska, Seppo
2004

Properties of the multiplicative general parameter adaptive algorithm

Vainio, Olli; Ovaska, Seppo
2004

Artificial immune optimization methods and applications - a survey

Wang, X.; Ovaska, Seppo; Gao, X.Z.
2004

Linguistic information feed-forward-based dynamical fuzzy systems- Part II: Evaluation

Gao, X.Z.; Ovaska, Seppo
2003

Linguistic information feed-forward-based dynamical fuzzy systems- Part 1: Theory

Gao, X.Z; Ovaska, Seppo
2003

Classification of fusion topologies in hybrid soft computing and hard computing systems

Ovaska, Seppo; Kamiya, A.
2003

Fusion of soft computing and hard computing for large-scale plants: an overview in Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics

Ovaska, Seppo; Kamiya, A.; Roy, R.; Kobayashi, S.
2003

Evolutionary programming in the design of adaptive filters for power systems harmonics reduction

Ovaska, Seppo; Vainio, O.
2003

Genetic algorithm-aided design of predictive filters for electric power applications

Ovaska, Seppo; Bose, T.; Vainio, O.
2003

Comparison of predictive FIR-based zero-crossing detection methods

Pöllä, Matti; Ovaska, Seppo
2003

Fault detection in ink jet printers using neural networks

Gao, X.Z.; Fung, G.; Ovaska, S.J.
2002

Predictive fuzzy filtering for line frequency signal processing

Gao, X.Z.; Ovaska, S.J.
2002

Adaptive lowpass filters for zero-crossing detectors

Ovaska, Seppo; Vainio, O.
2002

DFSLIF: Dynamical fuzzy system with linguistic information feedback

Gao, X.Z.; Ovaska, S.J.; Dote, Y.
2001

A dynamical fuzzy system with linguistic information feedback

Gao, X.Z.; Ovaska, S.J.
2001

Organizing an online soft computing conference: A case study

Martikainen, J.; Tanskanen, J.; Gao, X.Z.; Ovaska, S.J.
2001

Soft computing in industrial innovation: Case study on home appliance technology

Ovaska, S.J.; Gao, X.Z.
2001

General parameter-based adaptive extension to FIR filters

Ovaska, S.J.; Vainio, O.
2001

Fault detection using RBFN- and AR-based general parameter methods

Ovaska, S.J.; Gao, X.Z.; Dote, Y.
2001

Control of intelligent agent systems (robots) using extended soft computing

Dote, Y.; Taniguchi, S.; Ovaska, S.J.
2000

Fault diagnosis of electric motors using soft computing- an overview

Gao, X.Z.; Ovaska, S.J.
2000

Fuzzy-neuro technique-based intelligent fault diagnosis in electrical motor systems

Gao, X.Z.; Ovaska, S.J.
2000

Advances in soft computing-based motor fault detection

Gao, X.Z.; Ovaska, S.J.
2000

Motor fault detection using Elman neural network with genetic algorithm-aided training

Gao, X.Z.; Ovaska, S.J.; Dote, Y.
2000

Fuzzy information processing with neural networks

Gao, X.Z.; Ovaska, S.J.
2000

Promoting polynomial predictive filtering on the Internet

Martikainen, J.; Ovaska, S.J.
2000

Nonlinear modeling and fault detection using fuzzyneural network

Taniguchi, S.; Akhmetov, D.F.; Dote, Y.; Ovaska, S.J.
2000

Intelligent control using soft computing

Taniguchi, S.; Nakane, T.; Dote, Y.; Ovaska, S.J.
2000

Adaptive general parameter extension for tuning FIR predictors

Tanskanen, J.M.A.; Vainio, O.; Ovaska, S.
2000

Adaptive general parameter extension to FIR predictors

Tanskanen, J.M.A.; Ovaska, S.J.; Vainio, O.
2000

Friction compensation in servo motor systems using neural networks

Gao, X.Z.; Ovaska, S.
1999

A new fuzzy filter with application in motion control system

Gao, X.Z.; Ovaska, S.
1999

Adaptive and delayless filtering system for sinusoids with varying frequency

Leung, T.L.; Väliviita, S.; Ovaska, S.
1999

Fusion of soft computing and hard computing techniques: A review of applications

Ovaska, S.; Dote, Y.; Furuhashi, T.; Kamiya, A.; VanLandingham, H.F.
1999

A novel MIMO fuzzy model

Zhang, J.Q.; Ovaska, S.; Gao, X.Z.
1999

An eigenvalue residuum-based criterion for detection of the number of sinusoids in white Gaussian noise

Zhang, J.Q.; Ovaska, S.; Gao, X.Z.
1999

Neural networks-based approach for the acquisition of acceleration from noisy velocity signal

Gao, X.Z.; Väliviita, S.; Ovaska, S.; Zhang, J.Q.
1998

Comparison of conventional and soft computing-based control methods in a power regulation application

Gao, X.Z.; Ovaska, S.
1998

Angular acceleration measurement: A review

Ovaska, S.; Väliviita, S.
1998

Digital control of power supplies - opportunities and constraints

Vallittu, P.; Suntio, T.; Ovaska, S.
1998

Delayless recursive differentiator with efficient noise attenuation for motion control applications

Väliviita, S.; Ovaska, S.
1998

Polynomial predictive filters: Complementing technique to fuzzy filtering

Väliviita, S.; Gao, X.Z.; Ovaska, S.
1998

Power prediction using a neuro-fuzzy predictor

Gao, X.M.; Gao, X.Z.; Ovaska, S.
1997

Trajectory control based on a modified Elman neural network

Gao, X.Z.; Gao, X.M.; Ovaska, S.
1997

A/D converter resolution enhancement using neural networks

Gao, X.Z.; Gao, X.M.; Ovaska, S.
1997

Fast reinforcement learning algorithm for power control in cellular communication systems

Gao, X.Z.; Gao, X.M.; Ovaska, S.
1997

Power command enhancement in mobile communication systems using an embedded fuzzy unit

Gao, X.M.; Gao, X.Z.; Ovaska, S.
1997

Power control for mobile DS/CDMA systems using a modified Elman neural network controller

Gao, X.M.; Gao, X.Z; Tanskanen, J.; Ovaska, S.
1997

Predictive signal processing in instrumentation and measurement: a tutorial review

Ovaska, S.
1997

Predictive closed loop power control for mobile CDMA systems

Tanskanen, J.; Mattila, J.; Hall, M.; Korhonen, T.; Ovaska, S.J.
1997

Predictive closed loop power control for mobile CDMA systems

Tanskanen, J.M.A.; Mattila, J.; Hall, M.; Korhonen, T.; Ovaska, S.J.
1997

Improving the reusability of frequency converter software by using the structured analysis method

Väliviita, S.; Tiitinen, P.; Ovaska, S.
1997

Adaptive signal processing system for accurate zero-crossing detection of cycloconverter phase currents

Väliviita, S.; Kyyrä, J.; Ovaska, S.
1997
ISBN: 0-7803-3823-5

Delayless acceleration measurement method for motion control applications

Väliviita, S.; Ovaska, S.
1997

A modified Elman neuralnetwork model with application to dynamical system identification

Gao, X.Z.; Gao, X.M.; Ovaska, S.
1996

Speech Signal Coding with an Optimal Neural Network Predictor

Gao, X.M.; Ovaska, S.J.; Lehtokangas, M.; Saarinen, J.
1996

A new CMAC neural network model with adaptive quantization input layer

Gao, X.Z.; Wang, C.; Gao, X.M.; Ovaska, S.
1996

A Modified Elman Neural Network Model with Application to Dynamical Systems Indentification

Gao, X.; Gao, X.M.; Ovaska, S.
1996

Speech Signal Restoration Using an Optimal Neural Network Structure

Gao, X.; Ovaska, S.; Hartimo, I.
1996

Comparsion of linear and neural network-based power prediction schemes for mobile DS/CDMA systems

Gao, X.; Tanskanen, M.; Ovaska, S.
1996

Comparison on linear and neural network-based power prediction schemes for mobile DS/CDMA systems

Gao, X.M.; Tanskanen, J.; Ovaska, S.J.
1996

Optimization of Polynomial IIR Filter Systems

Harju, T.; Ovaska, S.J.
1996

Delayless signal smoothing using a median and predictive filter hybrid

Harju, P.T.; Ovaska, S.J.; Välimäki, V.
1996

Conseil: A Filter Optimization for Remote Use Over the Internet

Harju, T.; Ovaska, S.J.
1996

Optimization of Polynomial Predictive IIR Filters Using Genetic Algorithms

Harju, T.; Ovaska, S.J.
1996

Optimization of polynomial predictive IIR filter systems

Harju, P.; Ovaska, S.
1996

Magnitude Response Optimization of Delta Operator Filters

Harju, T.; Kauraniemi, J.; Ovaska, S.
1996

Optimal Linear filtering for power estimation of slowly-varying complex valued signals

Huang, A.; Laakso, T.; Ovaska, S.; Hartimo, I.
1996

Comparison of Direction of Arrival Estimation Methods: A case study

Karttunen, P.; Ovaska, S.; Laakso, T.
1996

Adaptive Beamforming Techniques for Mobile Communications

Karttunen, P.; Laakso, T.; Ovaska, S.
1996

Roundoff noise minimization in a direct form delta operator structure

Kauraniemi, J.; Laakso, T.I.; Hartimo, I.; Ovaska, S.J.
1996

Performance Measurements in ATM Networks

Luoma, M.; Kilkki, K.; Ilvesmäki, M.; Ovaska, S.
1996

Nearly allpass polynomial predictors for sampling synchronization

Ovaska, S.; Vainio, O.
1996

Predictive closed loop transmitter power control

Tanskanen, J.; Mattila, J.; Hall, M.; Korhonen, T.; Ovaska, S.
1996

Predective closed loop transmitter power control

Tanskanen, J.; Mattila, J.; Hall, M.; Korhonen, T.; Ovaska, S.
1996

Closed power control loop with predictive power estimation for mobile communications

Tanskanen, J.; Hall, M.; Mattila, J.; Korhonen, T.; Ovaska, S.J.
1996

Ramp-tracking anti-aliasing and anti-imaging filter for control instrumentation

Vainio, O.; Lerner, A.; Ovaska, S.
1996

Design of minimum-phase FIR filters with Delay constraints

Vainio, O.; Ovaska, S.
1996

Location Tracking in Cellular Networks Using Predictive Position Filters

Vuori, J.; Harju, T.; Ovaska, S.J.
1996

An Optimal Neural Network-Based Speech Restoration System

Gao, Xiao-Ming; Ovaska, S.J.; Hartimo, I.O.
1995

On Schemes for Power Prediction of Complex-Valued Signals

Huang, A.; Laakso, T.; Ovaska, S.; Hartimo, I.
1995

Predictive Power Estimation of Complex-valued Signals

Huang, A.; Laakso, T.; Ovaska, S.; Hartimo, I.
1995

Delta Operator Realized Digital Direct Form Filters

Kauraniemi, Juha; Laakso, T.; Hartimo, I.; Ovaska, S.
1995

Delta Operator Realizations of Recursive Digital Direct Form Filters

Kauraniemi, Juha; Laakso, T.; Hartimo, I.; Ovaska, S.
1995

Prediction of Received Signal Power in CDMA Cellular Systems

Tanskanen, Jarno; Huang, A.; Laakso, T.; Ovaska, S.
1995

Advances in predictive digital filtering

Ovaska, S.; Laakso, T.; Vainio, O.
1994

Design of Optimal Predictors with Lowpass Characteristics

Honkanen, J.; Laakso, T.; Ovaska, S.; Hartimo, I.
1993

Optimal Polynomial Predictors with Application Specific Fixed Prefilters

Laakso, Timo; Ovaska, S.
1993

An Adaptive polynomial predictor for the feedback velocity prefiltering in elevator control

Laakso, Timo; Ranta, J.; Ovaska, S.
1992

Scientific books (monographs)

Book (editor)

Computationally Intelligent Hybrid Systems: The Fusion of Soft Computing and Hard Computing

Ovaska, Seppo
2004

Proceedings of the 2001 IEEE Mountain Workshop on Soft Computing in Industrial Applications

Ovaska, S.J.; Embrechts, M.J.; VanLandingham, H.F.
2001

Soft Computing in Industrial Applications

Ovaska, S.; Suzuki, Y.; Furuhashi, T.; Roy, R.; Dote, Y.
2000

Proceedings of the FINPIE-97 workshop

Ovaska, S.
1997

Publications intended for professional communities

Article in professional journal

From problems and history to opportunities and future; let*s be active

Ovaska, S.
1996 in IEEE Instrumentation and Measurement Society Newsletter (Unknown Publisher)

Published development or research report

Time-dependent performance comparison of stochastic optimization algorithms

Shilane, D.; Martikainen, H.; Ovaska, S.J.
2007

Fusion of low resolution encoder and velocity estimator in induction motor control

Davidsainen, J.; Ovaska, S.
1998

A new fuzzy filter with application in DC motor control system

Gao, X.Z.; Dumitrescu, A.; Burtea, V.; Ovaska, S.
1998

Contactless measuring of rotary angel and angular velocity

Ruusunen, M.; Väliviita, S.; Ovaska, S.
1998

Low cost implementation system for velocity and acceleration measurements

Vainiomäki, I.; Väliviita, S.; Ovaska, S.
1998

Adaptive current reference generator for active filters

Väliviita, S.; Ovaska, S.
1998

An adaptive window function method for power measurement

Zhang, J.Q.; Ovaska, S.
1998

ADC characterization by an eigenvalue method

Zhang, J.Q.; Ovaska, S.
1998

Multistage adaptive filters for in-phase processing of line-frequency signals

Vainio, O.; Väliviita, S.; Ovaska, S.
1997

Response analysis of feed-forward neural network predictors

Varone, B.; Tanskanen, J.M.A.; Ovaska, S.J.
1997

Speech signal coding with an optimal neural network predictor

Gao, X.M.; Ovaska, S.; Lehtokangas, M.; Saarinen, J.
1996

Conseil; a filter optimization system for remote use over the Internet

Harju, P.; Ovaska, S.
1996

Comparison of direction of arrival estimation methods; a case study

Karttunen, P.; Ovaska, S.; Laakso, T.
1996

Recursive Extesion of FIR Forward Predictors

Ovaska, S.; Vainio, O.; Laakso, T.
1995

Discrete-Time Polynomial Predictors: A Review

Ovaska, Seppo; Laakso, T.; Vainio, O.
1993

Text book or professional handbook or guidebook or dictionary

Real-Time Systems Design and Analysis: Tools for the Practitioner

Laplante, Phillip A.; Ovaska, Seppo J.
2011
ISBN: 978-0-470-76864-8

Patents and invention disclosures

Patent

Procedure for filtering a speed feedback signal

Ovaska, S.
1998

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