Department of Electrical Engineering and Automation

Organisational unit: Department

Research outputs

  1. 2019
  2. Accepted/In press

    Deep Network Uncertainty Maps for Indoor Navigation

    Verdoja, F., Lundell, J. & Kyrki, V., 2019, (Accepted/In press) Proceedings of the 2019 IEEE-RAS International Conference on Humanoid Robots, Humanoids 2019. IEEE, 8 p. (IEEE-RAS International Conference on Humanoid Robots).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  3. Published

    Design to automation continuum for industrial processes: ISO 15926 - IEC 61131 versus an industrial case

    Papakonstantinou, N., Karttunen, J., Sierla, S. & Vyatkin, V., 2019, IEEE International Conference on Emerging Technology and Factory Automation, ETFA 2019. Institute of Electrical and Electronics Engineers, p. 1207-1212 6 p. 8869325. (Proceedings IEEE International Conference on Emerging Technologies and Factory Automation).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  4. E-pub ahead of print
  5. Published

    Distribution Grid Flexibility-ramp Minimization using Local Resources

    Fattaheian-Dehkordi, S., Tavakkoli, M., Abbaspour, A., Fotuhi-Firuzabad, M. & Lehtonen, M., 2019, Proceedings of the IEEE PES Europe Conference on Innovative Smart Grid Technologies, ISGT-Europe 2019. IEEE, 5 p. 8905754. (IEEE PES Innovative Smart Grid Technologies Conference Europe).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  6. Published

    Effective Input Dataset Identification Methodology for Accurate Prediction of Local PV Power Production

    Eseye, A. T., Lehtonen, M., Tukia, T., Uimonen, S. & Millar, R., 2019, Proceedings of the IEEE PES Europe Conference on Innovative Smart Grid Technologies, ISGT-Europe 2019. IEEE, 5 p. (IEEE PES Innovative Smart Grid Technologies Conference Europe).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  7. Published
  8. Published

    Efficient Automation of an HEV Heterogeneous Fleet using a Two-Stage Methodology

    Cerna, F. V., Pourakbari Kasmaei, M., Lehtonen, M. & Contreras, J., 2019, In : IEEE Transactions on Vehicular Technology. 68, 10, p. 9494-9506 13 p.

    Research output: Contribution to journalArticle

  9. Published

    Efficient Feature Selection Strategy for Accurate Electricity Demand Forecasting

    Eseye, A. T., Lehtonen, M., Tukia, T., Uimonen, S. & Millar, R., 2019, Proceedings of the IEEE PES Europe Conference on Innovative Smart Grid Technologies, ISGT-Europe 2019. IEEE, 5 p. (IEEE PES Innovative Smart Grid Technologies Conference Europe).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  10. Published

    Efficiently searching through large tACS parameter spaces using closed-loop Bayesian optimization

    Lorenz, R., Simmons, L. E., Monti, R. P., Arthur, J. L., Limal, S., Laakso, I., Leech, R. & Violante, I. R., 2019, In : Brain Stimulation. 12, 6, p. 1484-1489 6 p.

    Research output: Contribution to journalArticle

  11. Published

    Electrochemistry of Amorphous Carbon Based Materials - Development of an electrochemical sensor for the detection of dopamine

    Palomäki, T., 2019, Aalto University. 140 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  12. Published

    Endowing a configurable and computationally light underground cable temperature prediction algorithm with real-time rating capabilities

    Millar, J. & Lehtonen, M., 2019, 10th International Conference on Power Insulated Cables, JICABLE'19 . Jicable, 5 p. C7-3

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  13. Published

    Enhancing Resilience Level of Power Distribution Systems Using Proactive Operational Actions

    Taheri, B., Safdarian, A., Moeini-Aghtaie, M. & Lehtonen, M., 2019, In : IEEE Access. 7, p. 137378-137389 12 p.

    Research output: Contribution to journalArticle

  14. Published

    Estimation of groundwater storage from seismic data using deep learning

    Lähivaara, T., Malehmir, A., Pasanen, A., Kärkkäinen, L., Huttunen, J. M. J. & Hesthaven, J. S., 2019, In : Geophysical Prospecting. 67, 8, p. 2115-2126 12 p.

    Research output: Contribution to journalArticle

  15. Published

    Exploiting Flexibility of Renewable Energy Integrated Buildings for Optimal Day-ahead and Real-time Power Bidding Considering Batteries and EVs as Demand Response Resources

    Eseye, A. T., Lehtonen, M., Tukia, T., Uimonen, S. & Millar, R. J., 2019, Proceedings of the 16th International Conference on the European Energy Market, EEM 2019. IEEE, 6 p. (International Conference on the European Energy Market).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  16. Published
  17. Published

    Gaussian kernel quadrature at scaled Gauss–Hermite nodes

    Karvonen, T. & Särkkä, S., 2019, In : BIT - Numerical Mathematics. p. 877–902 26 p.

    Research output: Contribution to journalArticle

  18. Published

    Gaussian Process Latent Force Models for Learning and Stochastic Control of Physical Systems

    särkkä, S., Alvarez, M. A. & Lawrence, N. D., 2019, In : IEEE Transactions on Automatic Control. 64, 7, p. 2953-2960 8 p.

    Research output: Contribution to journalArticle

  19. Published

    Hardware-in-the-loop test for real-time economic control of a DC microgrid

    Doroudchi, E., Feng, X., Strank, S., Hebner, R. E. & Kyyrä, J., 2019, In : The Journal of Engineering. 17, p. 4298-4303 6 p.

    Research output: Contribution to journalConference article

  20. Published
  21. Accepted/In press

    Impact of voltage and network losses on conductor sizing and topology of MV networks with high penetration of renewable energy resources

    Millar, J., Saarijärvi, E., Müller, U., Fettke, S. & Filler, M., 2019, (Accepted/In press) 25th International Conference on Electricity Distribution, CIRED 2019. 5 p. Paper 949

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  22. Published

    Incremental and Transfer Learning of Contextual Skill Model for Robots

    Hazara, M., 2019, Aalto University. 265 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  23. Published

    Integration of Large Scale PV-Based Generation into Power Systems: A Survey

    Rakhshani, E., Rouzbehi, K., Sánchez, A. J., Cabrera Tobar, A. & Pouresmaeil, E., 2019, In : Energies. 12, 8, 19 p., 1425.

    Research output: Contribution to journalReview Article

  24. Published

    Intermetallic Void Formation in Cu-Sn Micro-Connects

    Ross, G., 2019, Aalto University. 128 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  25. Published

    Inverse Thermal Analysis of Electrical Machines

    Nair, D. G., 2019, Aalto University. 130 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  26. Published

    Kernel-Based and Bayesian Methods for Numerical Integration

    Karvonen, T., 2019, Aalto University. 186 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  27. Published

    Learning compliant assembly skills from demonstrations

    Suomalainen, M., 2019, Aalto University. 211 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  28. Published

    Light Pollution, Circadian Photoreception, and Melatonin in Vertebrates

    Grubisic, M., Haim, A., Bhusal, P., Dominoni, D. M., Gabriel, K. M. A., Jechow, A., Kupprat, F., Lerner, A., Marchant, P., Riley, W. & 5 others, Stebelová, K., Grunsven, R. H. A. V., Zeman, M., Zubidat, A. & Hölker, F., 2019, In : SUSTAINABILITY. 11, 51 p., 6400.

    Research output: Contribution to journalArticle

  29. Published

    Lowering barriers on embedded system design - Turning innovations into prototypes

    Karvinen, K., 2019, Aalto University. 112 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  30. Published

    Microgrid Frequency & Voltage Adjustment Applying Virtual Synchronous Generator

    Pournazarian, B., Pouresmaeil, E., Saeedian, M., Lehtonen, M., Chan, R. & Taheri, S., 2019, Proceedings of the International Conference on Smart Energy Systems and Technologies, SEST 2019. IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  31. Published

    Model Order Reduction for Simulation and Control of Synchronous Machines

    Farzam Far, M., 2019, Aalto University. 124 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  32. Published

    Models for Evaluating the Power Consumption of Elevators - The Perspective of Power Systems and Demand Response

    Tukia, T., 2019, Aalto University. 188 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  33. Published

    Object detection and trajectory planning using a LIDAR for an automated overhead crane

    Simolin, S., Patonmaki, K., Chattopadhyay, A., Högnäsbacka, J., Pulkkinen, J., Salovaara, J., Oksanen, T., Kiviluoma, P. & Kuosmanen, P., 2019, Proceedings of the 4th Baltic Mechatronics Symposium . Aalto University, School of Engineering, 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  34. Published

    Optimal control maps for fuel efficiency and emissions reduction in maritime diesel engines

    Nguyen Khac, H., Zenger, K., Storm, X. & Hyvönen, J., 2019, Integrated Energy Solutions to Smart And Green Shipping: 2019 Edition. Guangrong, Z. (ed.). VTT, p. 107-111 5 p. (VTT Technology; no. 354).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  35. Published

    Optimal Placement of Protective and Controlling Devices in Electric Power Distribution Systems: A MIP Model

    Izadi, M., Safdarian, A., Moeini-Aghtaie, M. & Lehtonen, M., 2019, In : IEEE Access. 7, p. 122827-122837 11 p.

    Research output: Contribution to journalArticle

  36. Published

    Particle swarm optimisation-based Model and analysis of Photovoltaic Module Characteristics in Snowy Conditions

    Khenar, M., Hosseini, S., Taheri, S., Cretu, A-M., Pouresmaeil, E. & Taheri, H., 2019, In : IET RENEWABLE POWER GENERATION. 13, 11, p. 1950-1957 9 p.

    Research output: Contribution to journalArticle

  37. Published

    Path following control for towing system of cylindrical drilling platform in presence of disturbances and uncertainties

    Tao, J., Du, L., Dehmer, M., Wen, Y., Xie, G. & Zhou, Q., 2019, In : ISA Transactions. 95, p. 185-193 9 p.

    Research output: Contribution to journalArticle

  38. Published

    Probabilistic Assessment of Photovoltaic Hosting Capacity in Finnish LV Networks

    Arshad, A. & Lehtonen, M., 2019, Proceedings of the IEEE PES Europe Conference on Innovative Smart Grid Technologies, ISGT-Europe 2019. IEEE, 5 p. 8905450. (IEEE PES Innovative Smart Grid Technologies Conference Europe).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  39. Published

    Real-time estimation of electric fields induced by transcranial magnetic stimulation with deep neural networks

    Yokota, T., Maki, T., Nagata, T., Murakami, T., Ugawa, Y., Laakso, I., Hirata, A. & Hontani, H., 2019, In : Brain Stimulation. 12, 6, p. 1500-1507 8 p.

    Research output: Contribution to journalArticle

  40. Accepted/In press

    Robust Grasp Planning Over Uncertain Shape Completions

    Lundell, J., Verdoja, F. & Kyrki, V., 2019, (Accepted/In press) Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019. IEEE, (Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  41. E-pub ahead of print

    RSS Models for Respiration Rate Monitoring

    Yiǧitler, H., Kaltiokallio, O., Hostettler, R., Abrar, A. S., Jäntti, R., Patwari, N. & Särkkä, S., 2019, In : IEEE Transactions on Mobile Computing. 17 p.

    Research output: Contribution to journalArticle

  42. Published

    Simulation-based Digital Twins of Industrial Process Plants: A Semi-Automatic Implementation Approach

    Santillán Martínez, G., 2019, Aalto University. 170 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  43. Published

    Smart participation of PHEVs in controlling voltage and frequency of island microgrids

    Pournazarian, B., Karimyan, P., Gharehpetian, G. B., Abedi, M. & Pouresmaeil, E., 2019, In : International Journal of Electrical Power and Energy Systems. 110, p. 510-522 13 p.

    Research output: Contribution to journalArticle

  44. Published
  45. Published

    Sähkökemiallisten antureiden ja fysikokemiallisten mittaustekniikoiden avulla uutta tietoa sisäilman altisteista

    Selkäinaho, J., Harmo, P., Visala, A., Salkinoja-Salonen, M., Niiranen, V-M., Korhonen, V. T., Luukkaa, J., Sirén, H. M., Lehtonen, M. O., Riekkola, M-L. & 5 others, Salonen, H., Andersson, M. A., Mikkola, R., Kurnitski, J. & Aattela, E., 2019, Sisäilmastoseminaari 2019: Sisäilmayhdistys raportti 37. Ahola, M. & Merikari, A. (eds.). SIY SISÄILMATIETO OY, p. 417-422 (SIY raportti; no. 37).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  46. Published

    The Impact of Demand Response Programs on Reducing the Emissions and Cost of A Neighborhood Home Microgrid

    Fouladfar, M. H., Loni, A., Bagheri Tookanlou, M., Marzband, M., Godina, R., Saad Al-Sumaiti, A. & Pouresmaeil, E., 2019, In : Applied Sciences (Switzerland). 9, 10, 27 p., 2097.

    Research output: Contribution to journalArticle

  47. Published

    The P-Type Module with Virtual DC Links to Increase Levels in Multilevel Inverters

    Samadaei, E., Kaviani, M., Iranian, M. & Pouresmaeil, E., 2019, In : Electronics. 8, 12, p. 1460-1475 16 p.

    Research output: Contribution to journalArticle

  48. Published
  49. Published

    Topology Optimization for Coils of Electric Machine with Level-set Method

    Ren, X., Thabuis, A., Belahcen, A. & Perriard, Y., 2019, Proceedings of the 22nd International Conference on Electrical Machines and Systems, ICEMS 2019. IEEE, 4 p. 8921847. (Journal of international conference on electrical machines and systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  50. Accepted/In press

    Towards Product Centric Manufacturing: From Digital Twins to Product Assembly

    Kuliaev, V., Atmojo, U. D., Sierla, S., Blech, J. O. & Vyatkin, V., 2019, (Accepted/In press) 17th International Conference on Industrial Informatics, INDIN 2019: Industrial Applications of Artificial Intelligence. IEEE, (IEEE International Conference on Industrial Informatics).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  51. Published

    Undersampled dynamic X-ray tomography with dimension reduction Kalman filter

    Hakkarainen, J., Purisha, Z., Solonen, A. & Siltanen, S., 2019, In : IEEE Transactions on Computational Imaging . 5, 3, p. 492-501 10 p.

    Research output: Contribution to journalArticle

ID: 36667