Mikko Tahkola, Zou Guangrong. ATSC-NEX: Automated Time Series Classification With Sequential Model-Based Optimization and Nested Cross-Validation. IEEE Access, 10, 39299-39312.
Kirsi Spoof-Tuomi, Seppo Niemi. Environmental and Economic Evaluation of Fuel Choices for Short Sea Shipping. Clean Technologies, 2020, 2(1), 34-52.
Antti Ritari, Janne, Huotari, Jukka Halme, Kari Tammi. Hybrid electric topology for short sea ships with high auxiliary power availability requirement. Energy, 2020, Vol.190, 116539
Janne Huotari, Antti Ritari, Risto Ojala, Jari Vepsäläinen, Kari Tammi. Q-Learning based autonomous control of the auxiliary power network of a ship. IEEE Access, 2019, Vol.7, 152879-152890
Kati Lehtoranta, Païvi Aakko-Saksa, Timo Murtonen, Hannu Vesala, Leonidas Ntziachristos, Topi Rönkkö, Panu Karjalainen, Niina Kuittinen, Hilkka Timonen. Particulate Mass and Nonvolatile Particle Number Emissions from Marine Engines Using Low-Sulfur Fuels, Natural Gas, or Scrubbers. Environmental Science & Technology, Vol.53(6), 2019: 3315-3322
Antti Uusitalo, Juha Honkatukia, Teemu Turunen-Saaresti, Aki Grönman. Numerical analysis on utilizing excess steam for electricity production in cruise ships. Journal of Cleaner Production, vol.209, 2019
Antti Uusitalo, Alireza Ameli, Teemu Turunen-Saaresti. Thermodynamic and turbomachinery design analysis of supercritical Brayton cycles for exhaust gas heat recovery. Energy, vol.167, 2019
Antti Uusitalo, Juha Honkatukia, Teemu Turunen-Saaresti, Aki Grönman. Thermodynamic evaluation on the effect of working fluid type and fluids critical properties on design and performance of Organic Rankine Cycles. Journal of Cleaner Production, vol.188, 2018
Gorle Jagan, et al. Effect of temperature, flow rate and contamination on hydraulic filtration. MM Science Journal · September 2018
Zou Guangrong, Saara Hänninen (editor). Integrated energy solutions to smart and green shipping: 2021 Edition. VTT Technical Research Centre of Finland, VTT Technology, No.394, 2021
Zou Guangrong (editor). Integrated energy solutions to smart and green shipping: 2020 Edition. VTT Technical Research Centre of Finland, VTT Technology, No.380, 2020
Zou Guangrong (editor). Integrated energy solutions to smart and green shipping: 2019 Edition. VTT Technical Research Centre of Finland, VTT Technology, No.354, 2019
Salman Aslam Gill. Evaluation of Prediction Models for Smart Oil Filters. Master thesis, Åbo Akademi, 2019
Mikko Tahkola. Developing dynamic machine learning surrogate models of physics-based industrial process simulation models. Master thesis, University of Oulu, 2019
Anton Jokinen. The effect of fluid parameters on the service life of hydraulic and lubricant oil filters. Master thesis, Aalto University, 2019
Radheesh Dhanasegaran, Antti Uusitalo, Teemu Turunen-Saaresti. Dynamic Modelling of Small Scale and High Temperature ORC system using simulink and coolprop. TurboExpo, London, United Kindom, June 22-26, 2020
Mia Elg, Ossi Mettälä, Matti Tammero, Jyri-Pekka Arjava. The untapped potential of digital twins in ship concept design. 19th International Conference on Computer Applications and Information Technology in the Maritime Industries, Pontignano, Italy, May 11-13, 2020
Mikael Manngård, Wictor Lund, Jerker Björkvist. Using Digital Twin Technology to Ensure Data Quality in Transport Systems. Transport Research Arena 2020, Helsinki, Finland, April 27-30, 2020
Mikael Manngård, Hannu T Toivonen. Identification of low-order models using rational orthonormal basis functions. 58th IEEE Conference on Decision and Control, Nice, France, December 11-13, 2019
Zou Guangrong. INTENS – A collaborative effort towards smart, green and sustainable shipping. BIT's 8th annual World Congress of Ocean, Xiamen, China, November 2-4, 2019
Zou Guangrong. Maritime digitalization – A Finnish Case INTENS. 1st annual World Maritime Conference, Shanghai, China, October 22-24, 2019
Anton Jokinen, Olof Calonius, Matti Pietola, Jagan Gorle. Effects of oil contamination level, flow rate and viscosity on pressure drop development. ASME/BATH Symposium on Fluid Power and Motion Control, Longboat Key, U.S.A., October 7-9, 2019
Kati Lehtoranta, et al. Emissions from marine engines preparing for the upcoming sulphur cap limits. The Baltic Seas International Maritime Conference, Turku, Finland, September 24-25, 2019
Antti Uusitalo, Teemu Turunen-Saaresti, Juha Honkatukia, Radheesh Dhanasegaran. Experimental Study of Small Scale and High Expansion Ratio ORC for Recovering High Temperature Waste Heat. 5th International Seminar on ORC Power Systems, Athens, Greece, September 9-11, 2019
Mikael Manngård, Wictor Lund, Jerker Björkqvist, Hannu T Toivonen. Virtual sensing in marine systems. 22nd Nordic Process Control Workshop, Lyngby, Denmark, August 21-23, 2019
Jagan Gorle. Correlation between flow and fluid parameters for hydraulic filter element's lifetime. 29th CIMAC World Congress on Combustion Engine, Vancouver, Canada, June 10-14, 2019
Sonja Heikkilä, Katriina Sirviö, Seppo Niemi, Piritta Roslund, Kati Lehtoranta, Rasmus Pettinen, Hannu Vesala, Päivi Koponen, Kauko Kallinen, Teuvo Maunula, Heikki Korpi, Juha Kortelainen. Methane Catalyst Regeneration with Hydrogen Addition. 29th CIMAC World Congress on Combustion Engine, Vancouver, Canada, June 10-14, 2019
Kati Lehtoranta, Päivi Aakko-Saksa, Timo Murtonen, Hannu Vesala, Niina Kuittinen, Topi Rönkkö, Leónidas Ntziachristos, Panu Karjalainen, Hilkka Timonen, Kimmo Teinilä. Particle and Gaseous Emissions from Marine Engines Utilizing Various Fuels and Aftertreatment Systems. 29th CIMAC World Congress on Combustion Engine, Vancouver, Canada, June 10-14, 2019
Zou Guangrong. Integrated energy solutions to smart and green shipping. Green Shipping and Technology Summit, GST 2019, Athens, Greece, May 29-30, 2019
Anton Jokinen, Olof Calonius, Jagan Gorle, Matti Pietola. Data correlation models for hydraulic fluid condition monitoring. The 16th Scandinavian International Conference on Fluid Power, Tampere, Finland, May 22-24, 2019
Enrico Baldasso, Mia Elg, Fredrik Haglind, Francesco Baldi. A comparison of linear and nonlinear programming for the optimization of ship machinery systems. 2nd International Conference on Modelling and Optimisation of Ship Energy Systems, Glasgow, United Kingdom, May 8-10, 2019
Jari Lappalainen, Timo Korvola, Jukka K. Nurminen, Vesa Lepistö, Tero Mäki-Jouppila. Cloud-based framework for simulation-based optimisation of ship energy systems. 2nd International Conference on Modelling and Optimisation of Ship Energy Systems, Glasgow, United Kingdom, May 8-10, 2019
Zou Guangrong. Energy efficiency project INTENS - a Finnish case. Green Ship Technology Europe, GST Europe 2019, Copenhagen, Denmark, March 19-22, 2019
Gorle Jagan, et al. Effect of temperature, flow rate and contamination on hydraulic filtration. 24th International Conference on Hydraulics and Pneumatics, Prague, Czech Republic, September 12-14, 2018
Lehtoranta Kati, et al. Particle Mass and Number Emissions from Marine Engines Preparing for the Upcoming Sulphur Cap Limits. 22nd ETH-Conference on Combustion Generated Nanoparticles, June 18 - 21, 2018 at ETH Zurich, Switzerland
Kristian Nybom, et al. ICT at sea. IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, Valencia, Spain, June 6 – 8, 2018
Zou Guangrong. Intelligent Design and Operation of Ship Energy Systems combining Big Data and AI.Proceedings of COMPIT 2018, Pavone, Italy, May 14-16, 2018