Theses

Doctoral thesis

  1. Daynara Dias Souza (2022 – 2025; LUT in double degree with UFPA): Cell-Free Massive Multiple Antenna Systems: Estimation Techniques, Scalability Challenges, and Aerial Access Point Deployments. Now project researcher in LUT.
  2. Ali Esmaeelnezhad (2022 – 2025): Cyber-physical energy management systems.
  3. Pedro Emílio Gória Silva (2021- 2024; LUT in double degree with INATEL): Communications in cyber-physical systems: semantic-functional approach, vulnerability, and physical layer performance. Now postdoc in LUT.
  4. Mehar Ullah (2019 – 2023; LUT): Framework for digitalizing different industrial sectors via the Internet of Things. Now postdoctoral researcher (teaching) in LUT.
  5. Dick Carrillo Melgarejo (2018 – 2023; LUT in double degree with Unicamp): Improving the design of cellular networks beyond 5G for smart grids. Now in Nokia (and 10%-part time in LUT).
  6. Majid Hussain (2019 – 2023; LUT): Heuristic-Based Packetized Energy Management for Residential Electricity Demand. Now project researcher in LUT.
  7. Daniel Gutierrez Rojas (2019 – 2023; LUT): Anomaly detection in cyber-physical applications. Now postdoc in LUT.
  8. Arthur Sousa de Sena (2019 – 2022; LUT): Intelligent Reflecting Surfaces and Advanced Multiple Access Techniques for Multi-Antenna Wireless Communication Systems (with honours). Now in University of Oulu.
  9. Farhood Hoseinpur (2022; LUT): Towards security and resource efficiency in fog computing networks
  10. Iran Ramezanipour (2017 – 2022; University of Oulu): Hybrid Spectrum Mechanism for Energy Vertical. Now in Nokia (Finland)
  11. Mauricio de Castro Tomé (2017 – 2021; University of Oulu): Advanced electricity metering based on event-driven approaches (with honours). Now in Accenture (Brazil)
  12. Fernanda Spada Villar (2018 – 2021; University of Campinas): Detection of appliances utilization patterns in residential installations using dimensionality reduction techniques. Now in Siemens (Brazil)
  13. Florian Kühnlenz (2017 – 2020; University of Oulu): Analyzing Flexible Demand In Smart Grids. Now in energy2market (Germany)

Master thesis

  1. Nabeel Hasan (2025): Edge AI system for EV trip analytics : on-device WLTP class 3B processing and battery temperature prediction
  2. Tuomas Haaranen (2025) – with Nokia: Implementation of an application-specific integrated circuit interference rejection combining hardware accelerator for a physical random access channel
  3. Muhammad Haris Rauf (2024): High-fidelity co-simulation of electric vehicle motor control and vehicle dynamics using Typhoon HIL and IPG CarMaker
  4. Samuli Pietarinen (2024) – with VTT: Quality of service management & scheduling in satellite networks
  5. Vertti Eronen (2023) – with Abloy: Ultra-wideband antenna design and placement in embedded indoor positioning systems
  6. Hesam Shaygan (2023) – with VTT: Time synchronization for large volume metrology in industrial networks
  7. Joona Heljälä (2023) – with Auramarine: Review and productization of equipment for collecting, monitoring, reporting, and transmitting the data of ships’ fuel oil systems 
  8. Oleg Rogov (2022): Fault Detection in Diesel Engines using Deep Learning and QARMA algorithms
  9. Alexander Beattie (2022): Detecting temporal anomalies in time series data utilizing the matrix profile
  10. Juha-Jaakko Heiskari (2022) – with VTT : Computing paradigms for research: cloud vs. edge
  11. Vesa Mäki (2021) – with Vaisala: Feasibility Evaluation of LPWAN Technologies – Case Study for a Weather Station
  12. Joni Järvinen (2020) – with Empower: Definition of requirements for a control room diary application
  13. Juha Immonen (2020) – with Teknoware Oy: Cost-factors in IoT platforms
  14. Tuomo Hörkkö (2020) – with Digita: Quality assurance of LoRaWAN base station antennas using measurement data
  15. Jouni Meisaari (2020) – with Sandvik: Utilizing Lean for analysing IIoT investments in mining
  16. Pekka Räsänen (2020): Event-driven approach for Tennessee Eastman process
  17. Ellina Shchurovskaya (2020): Dispatch optimization of energy communities for collective provision of network congestion management
  18. Juha Närvä (2020): Governance models for IoT-based Energy Internet using a multi-agent approach
  19. Janne Kauppi (2019) – with Outotec: The benefits and feasibility of IoT in mining equipment : tracking of consumable components in industrial filters
  20. Askar Serikov (2018): EcoFeed: a better energy consumption feedback system
  21. Sohail Wahid (2018): Assessing electric vehicles charging via packetized management systems
  22. Iran Ramezanipour (2016; University of Oulu): Decision error probability in a two-stage communication network for smart grids with imperfect sensing and data links