Smart Electric Systems
About the research group
The Smart Electric Systems (SES) Research Group consists of researchers in the fields of automation, electrical engineering, information technology and telecommunication engineering. The group research and develops solutions based on modern information, communication and automation technology for the needs of the energy sector as well as for other fields of society. The applications include smart grids, wireless automation systems and various solutions for well being technology and environment.
The key research themes in the various research fields of the research group are listed below:
Automation Technology
• Optics based measurements
• Signal and image processing
• FPGA
• Soft computing
• Optimization
Electrical Engineering
• Smart Grids
• Flexible energy resources
• Power electronics
• Intelligent control and management of energy systems
• Electrical engineering education
Computer Science
• Intelligent computational methods
• Positioning technologies and systems
• Computer vision
• Internet of Things
Information Systems Science
• Information systems in energy sector
• Management of IT projects
• Digital transformation
• Computer ethics
• Cybersecurity
• IT services
• User eXperience and accessibility
• IT governance
Telecommunication Engineering
• Radio resource management
• Distributed automation systems
• Wireless sensor networks
The research group is headed by Professor Kimmo Kauhaniemi.
News and events
New machine-learning algorithms help to detect cyberattacks on smart grids
Publications
- Publications 2024
-
2024
Issues and Challenges of Grid-Following Converters Interfacing Renewable Energy Sources in Low Inertia Systems: A Review
Aljarrah, Rafat; Fawaz, Bayan Bany; Salem, Qusay; Karimi, Mazaher; Marzooghi, Hesamoddin; Azizipanah-Abarghooee, Rasoul, 2024, IEEE access, 12, 5534-5561, DOI: 10.1109/ACCESS.2024.3349630, A2 Review article in a scientific journal (peer-reviewed)
Integration of wind and solar energies with battery energy storage systems into 36-zone Great Britain power system for frequency regulation studies
Azizipanah-Abarghooee, Rasoul; Malekpour, Mostafa; Karimi, Mazaher; Terzija, Vladimir, 2024, International journal of electrical power and energy systems, 156, 109737, DOI: 10.1016/j.ijepes.2023.109737, A1 Journal article (peer-reviewed)
Voltage Dip Propagation in Renewable-Rich Power Systems Utilizing Grid-Forming Converters
Aljarrah, Rafat; Karimi, Mazaher; Azizipanah-Abarghooee, Rasoul; Salem, Qusay; Alnaser, Sahban, 2024, Iet renewable power generation, First published: 16 January 2024, DOI: 10.1049/rpg2.12939, A1 Journal article (peer-reviewed)
Exploring Socio-technical Gaps in the Cybersecurity of Energy Informatics for Sustainability
Dang, Duong; Vartiainen, Tero, 2024, Ziemba, Ewa; Wątróbski, Jarosław, Adoption of Emerging Information and Communication Technology for Sustainability, 288-304, Chapter 16, DOI: 10.1201/9781003316572-19, A3 Book chapter (peer-reviewed)
How to Incorporate Accessibility to Design Principles for IS Artefacts?
Mäkipää, Juho-Pekka; Vartiainen, Tero, 2024, Tropmann-Frick, Marina; Jaakkola, Hannu; Thalheim, Bernhard; Kiyoki, Yasushi; Yoshida, Naofumi, Information Modelling and Knowledge Bases XXXV, Frontiers in artificial intelligence and applications, 380, 167-178, DOI: 10.3233/FAIA231154, A3 Book chapter (peer-reviewed)
Dynamic Restoration of Active Distribution Networks by Coordinated Repair Crew Dispatch and Cold Load Pickup
Pang, Kaiyuan; Wang, Chongyu; Hatziargyriou, Nikos D.; Wen, Fushuan, 2024, IEEE transactions on power systems, 39, 2, 4699-4713, DOI: 10.1109/tpwrs.2023.3309862, A1 Journal article (peer-reviewed)
Tietosuojan viranomaisvalvonnan ja seuraamusjärjestelmän kehitys – tarkastelussa tietosuojavaltuutetun ja seuraamuskollegian päätöksiä vuosilta 2018–2022
Paasonen, Jyri; Luomala, Mikko, 2024, Defensor legis, 105, 1, 40-66, A1 Journal article (peer-reviewed)
Anti-Islanding Techniques for Integration of Inverter-based Distributed Energy Resource to the Electric Power System
Resende, Ênio Costa; Simões, Marcelo G.; Freitas, Luiz Carlos Gomes, 2024, IEEE access, 12, 17195-17230, DOI: 10.1109/ACCESS.2024.3357710, A2 Review article in a scientific journal (peer-reviewed)
- Publications 2023
-
2023
A MapReduce Based Approach for Secure Batch Satellite Image Encryption
Al-Khasawneh, Mahmoud Ahmad S.; Faheem, Muhammad; Aldhahri, Eman A.; Alzahrani, Abdulrahman; Alarood, Ala Abdulsalam, 2023, IEEE access, 11, 62865-62878, DOI: 10.1109/ACCESS.2023.3279719, A1 Journal article (peer-reviewed)
Stochastic Programming Versus Chance-Constrained Optimization for Optimal Rescheduling of Microgrids in Hierarchical Multi-Microgrid Systems
Zandrazavi, Seyed Farhad; Tabares, Alejandra; Franco, John Fredy; Shafie-Khah, Miadreza; Soares, João; Vale, Zita, 2023, 2023 IEEE International Conference on Environment and Electrical Engineering and 2023 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe), DOI: 10.1109/eeeic/icpseurope57605.2023.10194818, A4 Article in conference proceedings (peer-reviewed)
Financial literacy in the digital age—A research agenda
Koskelainen, Tiina; Kalmi, Panu; Scornavacca, Eusebio; Vartiainen, Tero, 2023, Journal of consumer affairs, 57, 1, 507-528, DOI: 10.1111/joca.12510, A1 Journal article (peer-reviewed)
Improvement of Power System Frequency Stability With Universal Grid-Forming Battery Energy Storages
Laaksonen, Hannu, 2023, IEEE access, 11, 10826-10841, DOI: 10.1109/ACCESS.2023.3241229, A1 Journal article (peer-reviewed)
Transmission Investment Coordination Using MILP Lagrange Dual Decomposition and Auxiliary Problem Principle
Chakrabarti, Sambuddha; Khajeh, Hosna; Nudell, Thomas R.; Hesamzadeh, Mohammad Reza; Baldick, Ross, 2023, IEEE transactions on energy markets, policy and regulation, Date of Publication: 12 October 2023, DOI: 10.1109/TEMPR.2023.3323944, A1 Journal article (peer-reviewed)
Suunnitteluohjeen kehittäminen kognitiivisen ergonomian huomioimiseen käytettävyyden parantamisessa
Hyyppä, Joni; Havinen, Laura, 2023, Lillqvist, Ella; Eronen-Valli, Maria; Manninen, Ville; Nissilä, Niina; Salmela, Eveliina, Communicating with Purpose, VAKKI publications, 15, 107-127, A4 Article in conference proceedings (peer-reviewed)
Emerging Technologies based Use Case Development for Condition Monitoring and Predictive Maintenance of MV Cables
Kumar, Haresh; Kauhaniemi, Kimmo; Elmusrati, Mohammed; Shafiq, Muhammad, 2023, 2023 IEEE PES Innovative Smart Grid Technologies Latin America (ISGT-LA), DOI: 10.1109/ISGT-LA56058.2023.10328309, A4 Article in conference proceedings (peer-reviewed)
Techno-Economic Analysis of Electric Vehicle Parking Lots in Microgrids
Shahbazbegian, Vahid; Laaksonen, Hannu; Ameli, Hossein; Strbac, Goran; Shafie-khah, Miadreza, 2023, 2023 International Conference on Future Energy Solutions (FES), DOI: 10.1109/FES57669.2023.10182744, A4 Article in conference proceedings (peer-reviewed)
Design and implementation of a wireless CAN module for marine engines using ZigBee protocol
Siemuri, Akpojoto; Glocker, Tobias; Mekkanen, Mike; Kauhaniemi, Kimmo; Mantere, Timo; Elmusrati, Mohammed, 2023, Iet communications, 17, 13, 1541-1552, DOI: 10.1049/cmu2.12640, A1 Journal article (peer-reviewed)
Design of an Auction-based Local Energy Market for Integrated Electricity and Heat Networks Coordinated with Wholesale Market
Haghifam, S.; Laaksonen, H.; Shafie-khah, M., 2023, 27th International Conference on Electricity Distribution (CIRED 2023), 920-924, DOI: 10.1049/icp.2023.0586, A4 Article in conference proceedings (peer-reviewed)
Forming We-intentions under breakdown situations in human-robot interactions
Guerrero, Esteban; Tewari, Maitreyee; Kalmi, Panu; Lindgren, Helena, 2023, Computer methods and programs in biomedicine, 242, 107817, DOI: 10.1016/j.cmpb.2023.107817, A1 Journal article (peer-reviewed)
Impact of Voltage Violation Penalty Cost on Distribution System Operation Considering Electric Vehicle
Ebrahimi, Mahoor; Ebrahimi, Mahan; Laaksonen, Hannu; Shafie-khah, Miadreza, 2023, 2023 International Conference on Future Energy Solutions (FES), DOI: 10.1109/FES57669.2023.10182657, A4 Article in conference proceedings (peer-reviewed)
P2P Trading-enabled Local Energy Market Supplemented with Blockchain Technology : An Australian Case Study
Ali, Liaqat; Azim, M. Imran; Peters, Jan; Ojha, Nabin B.; Bhandari, Vivek; Menon, Anand; Tiwari, Vinod; Green, Jemma; Muyeen, S. M.; Simoes, M. G., 2023, 2023 IEEE Green Technologies Conference (GreenTech), IEEE Green Technologies Conference, 51-55, DOI: 10.1109/GreenTech56823.2023.10173850, A4 Article in conference proceedings (peer-reviewed)
Advances and perspectives on solid oxide fuel cells: From nanotechnology to power electronics devices
Arshad, Muhammad Sarfraz; Mbianda, Xavier Yangkou; Ali, Imran; Wanbing, Guan; Kamal, Tariq; Kauhaniemi, Kimmo; Hassan, Syed Zulqadar; Yasin, Ghulam, 2023, Energy technology, 11, 12, 2300452, DOI: 10.1002/ente.202300452, A2 Review article in a scientific journal (peer-reviewed)
A Review on Data-driven Security Assessment of Power Systems: Trends and Applications of Artificial Intelligence
Mehrzad, Alireza; Darmiani, Milad; Mousavi, Yashar; Shafie-Khah, Miadreza; Aghamohammadi, Mohammadreza, 2023, IEEE access, 11, 78671-78685, DOI: 10.1109/ACCESS.2023.3299208, A2 Review article in a scientific journal (peer-reviewed)
Application of artificial intelligence for overall survival risk stratification in oropharyngeal carcinoma : A validation of ProgTOOL
Alabi, Rasheed Omobolaji; Sjöblom, Anni; Carpén, Timo; Elmusrati, Mohammed; Leivo, Ilmo; Almangush, Alhadi; Mäkitie, Antti A., 2023, International journal of medical informatics, 175, 105064, DOI: 10.1016/j.ijmedinf.2023.105064, A1 Journal article (peer-reviewed)
Precise orbit determination of LEO satellites: a systematic review
Selvan, Kannan; Siemuri, Akpojoto; Prol, Fabricio S.; Välisuo, Petri; Bhuiyan, M. Zahidul H.; Kuusniemi, Heidi, 2023, Gps solutions, 27, 4, 178, DOI: 10.1007/s10291-023-01520-7, A2 Review article in a scientific journal (peer-reviewed)
Precise Indoor Positioning System for Mobile Robots via Smoothed UWB/IMU Sensor Fusion
Elsanhoury, Mahmoud; Nieminen, Jyri; Välisuo, Petri; Siemuri, Akpojoto; Koljonen, Janne; Elmusrati, Mohammed; Kuusniemi, Heidi, 2023, 2023 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN), International Conference on Indoor Positioning and Indoor Navigation, DOI: 10.1109/IPIN57070.2023.10332542, A4 Article in conference proceedings (peer-reviewed)
An Overview of Implementation of P2P Energy Trading Methods on the Electric Power Systems
Seyyedeh-Barhagh, Sahar; Abapour, Mehdi; Mohammadi-ivatloo, Behnam; Shafie-khah, Miadreza, 2023, Shafie-khah, Miadreza; Gazafroudi, Amin Shokri, Trading in Local Energy Markets and Energy Communities : Concepts, Structures and Technologies, Lecture Notes in Energy, 93, 137-149, DOI: 10.1007/978-3-031-21402-8_5, A3 Book chapter (peer-reviewed)
Risk-based Peer-to-peer Energy Trading with Info-Gap Approach in the Presence of Electric Vehicles
Seyyedeh-Barhagh, Sahar; Abapour, Mehdi; Mohammadi-Ivatloo, Behnam; Shafie-khah, Miadreza, 2023, Sustainable cities and society, 99, 104948, DOI: 10.1016/j.scs.2023.104948, A1 Journal article (peer-reviewed)
Multi-Task Optimization in Reliability Redundancy Allocation Problem: A Multifactorial Evolutionary-Based Approach
Chowdury, Md. Abdul Malek; Nath, Rahul; Shukla, Amit K.; Rauniyar, Amit; Muhuri, Pranab K., 2023, Reliability engineering and system safety, Available online 13 November 2023, 109807, DOI: 10.1016/j.ress.2023.109807, A1 Journal article (peer-reviewed)
Integrated framework for modeling the interactions of plug-in hybrid electric vehicles aggregators, parking lots and distributed generation facilities in electricity markets
Firouzi, Mehdi; Setayesh Nazar, Mehrdad; Shafie-khah, Miadreza; Catalão, João P.S., 2023, Applied energy, 334, 120703, DOI: 10.1016/j.apenergy.2023.120703, A1 Journal article (peer-reviewed)
Online Recursive Detection and Adaptive Fuzzy Mitigation of Cyber-Physical Attacks Targeting Topology of IMG: An LFC Case Study
Abazari, Ahmadreza; Soleymani, Mohammad Mahdi; Zadsar, Masoud; Ghafouri, Mohsen; Assi, Chadi; Shafie-Khah, Miadreza, 2023, IEEE transactions on smart grid, 15, 2, 2129-2145, DOI: 10.1109/TSG.2023.3304537, A1 Journal article (peer-reviewed)
Hierarchical Stochastic Frequency Constrained Micro-Market Model for Isolated Microgrids
Abedi, Tohid; Yousefi, Gholamreza; Shafie-khah, Miadreza, 2023, IEEE transactions on smart grid, 15, 1, 5-18, DOI: 10.1109/TSG.2023.3266761, A1 Journal article (peer-reviewed)
Development of an Agile Requirements Risk Prioritization Method : A Design Science Research Study
Tuunanen, Tuure; Vartiainen, Tero; Kainulainen, Sanna; Ebrahim, Mehdi, 2023, Communications of the association for information systems, 52, 1, 24, DOI: 10.17705/1CAIS.05226, A1 Journal article (peer-reviewed)
A Blockchain-Based Mutual Authentication Method to Secure the Electric Vehicles’ TPMS
Razmjoui, Pouyan; Kavousi-Fard, Abdollah; Jin, Tao; Dabbaghjamanesh, Morteza; Karimi, Mazaher; Jolfaei, Alireza, 2023, IEEE transactions on industrial informatics, 20, 1, 158-168, DOI: 10.1109/TII.2023.3257294, A1 Journal article (peer-reviewed)
Ethical Considerations in Gamified Interactive Marketing Praxis
Al-Msallam, Samaan; Xi, Nannan; Hamari, Juho, 2023, Wang, Cheng Lu, The Palgrave Handbook of Interactive Marketing, 963–985, Chapter 41, DOI: 10.1007/978-3-031-14961-0_41, A3 Book chapter (peer-reviewed)
Robust power management system with generation and demand prediction and critical loads in DC microgrid
Esmaeili, Mehdi; Ahmadi, Ali Akbar; Nateghi, Abolfazl; Shafie-khah, Miadreza, 2023, Journal of cleaner production, 384, 135490, DOI: 10.1016/j.jclepro.2022.135490, A1 Journal article (peer-reviewed)
A non-cooperative decentralized model for Volt-VAr optimization of active distribution networks with multiple AC and DC microgrids
Arpanahi, Moossa Khodadadi; Nateghi, Abolfazl; Heydarian-Forushani, Ehsan; Shafie-khah, Miadreza, 2023, International journal of electrical power and energy systems, 153, 109367, DOI: 10.1016/j.ijepes.2023.109367, A1 Journal article (peer-reviewed)
Development of the Equivalent Great Britain 36-Zone Power System for Frequency Control Studies
Azizipanah-Abarghooee, Rasoul; Malekpour, Mostafa; Karimi, Mazaher; Terzija, Vladimir, 2023, International journal of electrical power and energy systems, 153, 109390, DOI: 10.1016/j.ijepes.2023.109390, A1 Journal article (peer-reviewed)
Wide-Area Composite Load Parameter Identification Based on Multi-Residual Deep Neural Network
Afrasiabi, Shahabodin; Afrasiabi, Mousa; Jarrahi, Mohammad Amin; Mohammadi, Mohammad; Aghaei, Jamshid; Javadi, Mohammad Sadegh; Shafie-Khah, Miadreza; Catalão, João P. S., 2023, IEEE Transactions on Neural Networks and Learning Systems, 34, 9, 6121-6131, DOI: 10.1109/TNNLS.2021.3133350, A1 Journal article (peer-reviewed)
Semiconductor Diodes and Transistors
Busarello, T.D.C.; Simões, M. Godoy; Pomilio, J.A., 2023, Rashid, Muhammad H., Power Electronics Handbook, 17-52, Chapter 2, DOI: 10.1016/B978-0-323-99216-9.00027-5, A3 Book chapter (peer-reviewed)
A new framework for electricity price forecasting via multi-head self-attention and CNN-based techniques in the competitive electricity market
Pourdaryaei, Alireza; Mohammadi, Mohammad; Mubarak, Hamza; Abdellatif, Abdallah; Karimi, Mazaher; Gryazina, Elena; Terzija, Vladimir, 2023, Expert systems with applications, 235, 121207, DOI: 10.1016/j.eswa.2023.121207, A1 Journal article (peer-reviewed)
Optimized siting and sizing of distribution-network-connected battery energy storage system providing flexibility services for system operators
Khajeh, Hosna; Parthasarathy, Chethan; Doroudchi, Elahe; Laaksonen, Hannu, 2023, Energy, 285, 129490, DOI: 10.1016/j.energy.2023.129490, A1 Journal article (peer-reviewed)
Optimal scheduling of CCHP-based resilient energy distribution system considering active microgrids' multi-carrier energy transactions
Armioun, Majid; Nazar, Mehrdad Setayesh; Shafie-khah, Miadreza; Siano, Pierluigi, 2023, Applied energy, 350, 121719, DOI: 10.1016/j.apenergy.2023.121719, A1 Journal article (peer-reviewed)
SCADA securing system using deep learning to prevent cyber infiltration
Diaba, Sayawu Yakubu; Anafo, Theophilus; Tetteh, Lord Anertei; Oyibo, Michael Alewo; Alola, Andrew Adewale; Shafie-khah, Miadreza; Elmusrati, Mohammed, 2023, Neural networks, 165, 321–332, DOI: 10.1016/j.neunet.2023.05.047, A1 Journal article (peer-reviewed)
Harmonic Signature-Based One-Class Classifier for Islanding Detection in Microgrids
Karimi, Mazaher; Farshad, Mohammad; Azizipanah-Abarghooee, Rasoul; Kauhaniemi, Kimmo, 2023, IEEE systems journal, 17, 4, 5889-5898, DOI: 10.1109/JSYST.2023.3279389, A1 Journal article (peer-reviewed)
Local Flexibility Markets and Business Models
Zornow, Felix ; Talari, Saber; Ketter, Wolfgang; Ebrahimi, Mahoor; Shafie-khah, Miadreza, 2023, Shafie-khah, Miadreza; Gazafroudi, Amin Shokri, Trading in Local Energy Markets and Energy Communities : Concepts, Structures and Technologies, Lecture Notes in Energy, 93, 181–220, DOI: 10.1007/978-3-031-21402-8_7, A3 Book chapter (peer-reviewed)
Trading in Local Energy Markets and Energy Communities : Concepts, Structures and Technologies
Shafie-khah, Miadreza; Gazafroudi, Amin Shokri, 2023, Lecture Notes in Energy, 93, DOI: 10.1007/978-3-031-21402-8, C2 Edited book (peer-reviewed)
Bayesian Network for Composite Power Systems Using Hybrid Mutual Information Measure
Daemi, Tahereh; Salehizadeh, Mohammad Reza; Shafie-khah, Miadreza, 2023, Fathi, Michel; Zio, Enrico; Pardalos, Panos M., Handbook of Smart Energy Systems, 247–265, DOI: 10.1007/978-3-030-97940-9_138, A3 Book chapter (peer-reviewed)
Techno-economic assessment of energy storage systems in multi-energy microgrids utilizing decomposition methodology
Shahbazbegian, Vahid; Dehghani, Farnam; Shafiyi, Mohammad Agha; Shafie-khah, Miadreza; Laaksonen, Hannu; Ameli, Hossein, 2023, Energy, 283, 128430, DOI: 10.1016/j.energy.2023.128430, A1 Journal article (peer-reviewed)
Augmented Reality in Interactive Marketing : The State-Of-The-Art and Emerging Trends
Riar, Marc; Korbel, Jakob J.; Xi, Nannan; Meywirth, Sophia; Zarnekow, Rüdiger; Hamari, Juho, 2023, Wang, Cheng Lu, The Palgrave Handbook of Interactive Marketing, 301-327, Chapter 14, DOI: 10.1007/978-3-031-14961-0_14, A3 Book chapter (peer-reviewed)
A Deep Learning-to-learning Based Control system for renewable microgrids
Mohammadi, Hossein; Jokar, Shiva; Mohammadi, Mojtaba; Kavousifard, Abdollah; Dabbaghjamanesh, Morteza; Karimi, Mazaher, 2023, Iet renewable power generation, First published: 20 April 2023, DOI: 10.1049/rpg2.12727, A1 Journal article (peer-reviewed)
Short video marketing : what, when and how short-branded videos facilitate consumer engagement
Dong, Xuebing; Liu, Hong; Xi, Nannan; Liao, Junyun; Yang, Zhi, 2023, Internet research, Published online 25 May 2023, DOI: 10.1108/INTR-02-2022-0121, A1 Journal article (peer-reviewed)
Optimal planning of self-healing multi-carriers energy systems considering integration of smart buildings and parking lots energy resources
Nazar, Mehrdad Setayesh; Jafarpour, Pourya; Shafie-khah, Miadreza; Catalão, João P.S., 2023, Energy, 286, 128674, DOI: 10.1016/j.energy.2023.128674, A1 Journal article (peer-reviewed)
Disturbance size estimation in Great Britain power system including combined cycle gas turbine power stations
Azizipanah-Abarghooee, Rasoul; Malekpour, Mostafa; Aljarrah, Rafat; Karimi, Mazaher; Terzija, Vladimir, 2023, International journal of electrical power and energy systems, 155, Part B, 109674, DOI: 10.1016/j.ijepes.2023.109674, A1 Journal article (peer-reviewed)
A multi-agent privacy-preserving energy management framework for renewable networked microgrids
Tajalli, Seyede Zahra; Kavousi-Fard, Abdollah; Mardaneh, Mohammad; Karimi, Mazaher, 2023, Iet generation transmission and distribution, 17, 15, 3430-3448, DOI: 10.1049/gtd2.12904, A1 Journal article (peer-reviewed)
Day-Ahead Parametric Probabilistic Forecasting of Wind and Solar Power Generation using Bounded Probability Distributions and Hybrid Neural Networks
Konstantinou, Theodoros; Hatziargyriou, Nikos, 2023, IEEE transactions on sustainable energy, 14, 4, 2109-2120, DOI: 10.1109/TSTE.2023.3270968, A1 Journal article (peer-reviewed)
A Market-Based Mechanism for Local Energy Trading in Integrated Electricity-Heat Networks
Haghifam, Sara; Laaksonen, Hannu; Shafie-khah, Miadreza, 2023, Shafie-khah, Miadreza; Gazafroudi, Amin Shokri, Trading in Local Energy Markets and Energy Communities : Concepts, Structures and Technologies, Lecture Notes in Energy, 93, 241–261, DOI: 10.1007/978-3-031-21402-8_9, A3 Book chapter (peer-reviewed)
Hybrid IGDT-stochastic self-scheduling of a distributed energy resources aggregator in a multi-energy system
Vahid-Ghavidel, Morteza; Shafie-khah, Miadreza; Javadi, Mohammad S.; Santos, Sérgio F.; Gough, Matthew; Quijano, Darwin A.; Catalao, Joao P.S., 2023, Energy, 265, 126289, DOI: 10.1016/j.energy.2022.126289, A1 Journal article (peer-reviewed)
A Review on Digital Twin Technology in Smart Grid, Transportation System and Smart City: Challenges and Future
Jafari, Mina; Kavousi-Fard, Abdollah; Chen, Tao; Karimi, Mazaher, 2023, IEEE access, 11, 17471-17484, DOI: 10.1109/ACCESS.2023.3241588, A2 Review article in a scientific journal (peer-reviewed)
Explanation of a Sustainable Digital Transformation Process in a Firm
Dang, Duong; Vartiainen, Tero; Do, Thai, 2023, Thuan, Nguyen Hoang; Dang-Pham, Duy; Le, Hoanh-Su; Phan, Tuan Q., Information Systems Research in Vietnam, Volume 2: A Shared Vision and New Frontiers, 137–151, 10, DOI: 10.1007/978-981-99-4792-8_10, A3 Book chapter (peer-reviewed)
Protection of the Future Harbor Area AC Microgrids Containing Renewable Energy Sources and Batteries
Memon, Aushiq Ali; Kauhaniemi, Kimmo, 2023, IEEE access, 11, 57448-57469, DOI: 10.1109/ACCESS.2023.3283575, A1 Journal article (peer-reviewed)
The role of stakeholders and their relationships in the sustainability of telecentres
Manh, Thai Do; Dang, Duong; Falch, Morten; Minh, Tuan Tran; Phi, Tuyen Vu , 2023, Digital policy, regulation and governance, 25, 2, 104-119, DOI: 10.1108/DPRG-05-2022-0042, A1 Journal article (peer-reviewed)
D2PAM: Epileptic seizures prediction using adversarial deep dual patch attention mechanism
Khan, Arfat Ahmad; Madendran, Rakesh Kumar; Thirunavukkarasu, Usharani; Faheem, Muhammad, 2023, CAAI transactions on intelligence technology, 8, 3, 755-769, DOI: 10.1049/cit2.12261, A1 Journal article (peer-reviewed)
Design and FPGA-in-loop based validation of predictive hierarchical control for islanded AC microgrid
Khan, Hussain Sarwar; Kauhaniemi, Kimmo, 2023, Engineering science and technology, an international journal, 48, 101557, DOI: 10.1016/j.jestch.2023.101557, A1 Journal article (peer-reviewed)
Battery Energy Storage System Performance during Black-Start and Voltage and Frequency Disturbances
Bagheri Tookanlou, Mahsa; Malekpour, Mostafa; Azizipanah Abarghooee, Rasoul; Karimi, Mazaher; Eltahawy, Bahaa, 2023, 2023 International Conference on Future Energy Solutions (FES), DOI: 10.1109/FES57669.2023.10182694, A4 Article in conference proceedings (peer-reviewed)
Islanding Detection with Universal Grid-forming Inverter-based Generation
Laaksonen, Hannu, 2023, 27th International Conference on Electricity Distribution (CIRED 2023), 0177, DOI: 10.1049/icp.2023.0271, A4 Article in conference proceedings (peer-reviewed)
Flexibility Utilization Enabling Business Models and Tariff Structures
Khajeh, Hosna; Laaksonen, Hannu, 2023, 2023 19th International Conference on the European Energy Market (EEM), International Conference on the European Energy Market, DOI: 10.1109/EEM58374.2023.10161810, A4 Article in conference proceedings (peer-reviewed)
Intermittent Earth Fault Detection In Distribution Network Based On The Voting Classification Technique
Pashaei, Meysam; Karimi, Mazaher; Kauhaniemi, Kimmo; Asadi, Arta; Pil Ramli, Suzana; Pourdaryaei, Alireza, 2023, 27th International Conference on Electricity Distribution (CIRED 2023), 3759–3763, 11370, DOI: 10.1049/icp.2023.0726, A4 Article in conference proceedings (peer-reviewed)
Design and control of harbour area smart grids with application of battery energy storage system
Kumar, Jagdesh, 2023, Acta wasaensia, 523, G5 Doctoral dissertation (articles)
The Role of EV Parking Lots for Supporting the Distribution System Operation Considering EV Uncertainties
Ebrahimi, Mahoor; Ebrahimi, Mahan; Shafie-khah, Miadreza; Laaksonen, Hannu, 2023, Transportation research procedia, 70, 263-270, DOI: 10.1016/j.trpro.2023.11.028, A1 Journal article (peer-reviewed)
Innovative approaches for deep decarbonization of data centers and building space heating networks: Modeling and comparison of novel waste heat recovery systems for liquid cooling systems
Lu, Tao; Lü, Xiaoshu; Välisuo, Petri; Zhang, Qunli; Clements-Croome, Derek, 2023, Applied energy, 357, 122473, DOI: 10.1016/j.apenergy.2023.122473, A1 Journal article (peer-reviewed)
TBPos: Dataset for Large-Scale Precision Visual Localization
Fahim, Masud; Söchting, Ilona; Ferranti, Luca; Kannala, Juho; Boutellier, Jani, 2023, Gade, Rikke; Felsberg, Michael; Kämäräinen, Joni-Kristian, Image Analysis - Proceedings of SCIA 2023, Lecture notes in computer science, 13885, 84–94, DOI: 10.1007/978-3-031-31435-3_6, A4 Article in conference proceedings (peer-reviewed)
Tutkimustuloksia kyberrikosten rangaistuskäytännöstä
Paasonen, Jyri; Luomala, Mikko, 2023, Turvallisuus & riskienhallinta, 37, 6, 37-39, D1 Article in a trade journal
A Two-stage Stochastic Model for Coordinated Operation of Natural Gas and Microgrid Networks
Zandrazavi, Seyed Farhad; Tabares, Alejandra; Franco, John Fredy; Shafie-Khah, Miadreza; Soares, João; Vale, Zita, 2023, 2023 IEEE Belgrade PowerTech, DOI: 10.1109/powertech55446.2023.10202794, A4 Article in conference proceedings (peer-reviewed)
Secure medical image transmission using deep neural network in e-health applications
Alarood, Ala Abdulsalam; Faheem, Muhammad; Al-Khasawneh, Mahmoud Ahmad; Alzahrani, Abdullah I. A.; Alshdadi, Abdulrahman A., 2023, Healthcare technology letters, 10, 4, 87–98, DOI: 10.1049/htl2.12049, A1 Journal article (peer-reviewed)
Solutions to Improve Transient Stability of Universal Grid-forming Inverter-based Resources
Laaksonen, Hannu, 2023, International review of electrical engineering: iree, 18, 3, 164-179, DOI: 10.15866/iree.v18i3.23620, A1 Journal article (peer-reviewed)
A New Hybrid Fuzzy-Stochastic Model for Day-ahead Scheduling of Isolated Microgrids
Zandrazavi, Seyed Farhad; Tabares, Alejandra; Franco, John Fredy; Shafie-Khah, Miadreza; Soares, João; Vale, Zita, 2023, 2023 IEEE Power & Energy Society General Meeting (PESGM), IEEE Power & Energy Society General Meeting, DOI: 10.1109/pesgm52003.2023.10252425, A4 Article in conference proceedings (peer-reviewed)
Optimal Sizing and Siting of Electric Vehicle Charging Stations in Distribution Networks With Robust Optimizing Model
Seyyedeh Barhagh, Sahar; Mohammadi-Ivatloo, Behnam; Abapour, Mehdi; Shafie-Khah, Miadreza, 2023, IEEE transactions on intelligent transportation systems, Date of Publication: 13 December 2023, 1-12, DOI: 10.1109/tits.2023.3334470, A1 Journal article (peer-reviewed)
Accurate Battery Modelling for Control Design and Economic Analysis of Lithium-ion Battery Energy Storage Systems in Smart Grid
Parthasarathy, Chethan, 2023, Acta wasaensia, 510, G5 Doctoral dissertation (articles)
Explaining Accessibility: Possible Variables in Users’ Abilities, Tasks, and Contexts in IT Artefact Use
Mäkipää, Juho-Pekka, 2023, Ais transactions on human-computer interaction, 15, 4, 414-441, 2, DOI: 10.17705/1thci.00196, A1 Journal article (peer-reviewed)
A Four-Wire Transformerless Uninterruptible Power Supply Based on a Three-Level Reduced Switch Converter
Poureghbal, Reza; Monadi, Mehdi; Shahparasti, Mahdi, 2023, Iranian journal of science and technology-transactions of electrical engineering, 47, 4, 1319-1341, DOI: 10.1007/s40998-023-00623-8, A1 Journal article (peer-reviewed)
A Comprehensive Survey on the Cooperation of Fog Computing Paradigm-Based IoT Applications: Layered Architecture, Real-Time Security Issues, and Solutions
Burhan, Muhammad; Alam, Hina; Arsalan, Ahmad; Rehman, Rana Asif; Anwar, Muhammad; Faheem, Muhammad; Ashraf, Muhammad Waqar, 2023, IEEE access, 11, 73303-73329, DOI: 10.1109/ACCESS.2023.3294479, A2 Review article in a scientific journal (peer-reviewed)
A Concise History of Induction Motor Drives—Part 1 [History]
Godoy Simões, Marcelo, 2023, IEEE electrification magazine, 11, 2, 5–11, DOI: 10.1109/MELE.2023.3264888, B1 Journal article (non-peer-reviewed)
A Hybrid Convolutional Neural Network Model for Automatic Diabetic Retinopathy Classification From Fundus Images
Ali, Ghulam; Dastgir, Aqsa; Iqbal, Muhammad Waseem; Anwar, Muhammad; Faheem, Muhammad, 2023, IEEE journal of translational engineering in health and medicine, 11, 341-350, DOI: 10.1109/JTEHM.2023.3282104, A1 Journal article (peer-reviewed)
Micro-Level Mechanisms to Support Value Co-Creation for Design of Digital Services
Tuunanen, Tuure; Lumivalo, Juuli; Vartiainen, Tero; Zhang, Yixin; Myers, Michael M., 2023, Journal of service research, 42, 1, 59-73, DOI: 10.1177/10946705231173116, A1 Journal article (peer-reviewed)
Grasshopper Optimization Algorithm Based Spam Detection System Using Multi-Objective Wrapper Feature Selection and Neural Network Classification
Ghaleb, Sanaa A. A.; Mohamad, Mumtazimah; Ghanem, Waheed A. H. M.; Abdullahi, Akibu Mahmoud; Nasser, Abdullah B.; Saleh, Sami Abdulla Mohsen; Arshad, Humaira; Omolara, Abiodun Esther; Abiodun, Oludare Isaac; Ghetas, Mohamed, 2023, Al-Sharafi, Mohammed A.; Al-Emran, Mostafa; Naji Al-Kabi, Mohammed; Shaalan, Khaled, Proceedings of the 2nd International Conference on Emerging Technologies and Intelligent Systems: ICETIS 2022 Volume 1, Lecture notes in networks and systems, 576-586, DOI: 10.1007/978-3-031-25274-7_50, A4 Article in conference proceedings (peer-reviewed)
Sensorless Control of a Single-Phase AC–DC Boost Converter Without Measuring Input Voltage and Current
Tavan, Mehdi; Sabahi, Kamran; Shahparasti, Mahdi; Hajizadeh, Amin; Soltani, Mohsen; Savaghebi, Mehdi, 2023, IEEE access, 11, 59059-59070, DOI: 10.1109/access.2023.3284466, A1 Journal article (peer-reviewed)
FuzzyLogic.jl: A Flexible Library for Efficient and Productive Fuzzy Inference
Ferranti, Luca; Boutellier, Jani, 2023, 2023 IEEE International Conference on Fuzzy Systems (FUZZ), IEEE International Fuzzy Systems conference proceedings, DOI: 10.1109/fuzz52849.2023.10309777, A4 Article in conference proceedings (peer-reviewed)
A New Approach for Long-Term Stability Estimation Based on Voltage Profile Assessment for a Power Grid
Pourdaryaei, Alireza; Shahriari, Amidaddin; Mohammadi, Mohammad; Aghamohammadi, Mohammad Reza; Karimi, Mazaher; Kauhaniemi, Kimmo, 2023, Energies, 16, 5, 2508, DOI: 10.3390/en16052508, A1 Journal article (peer-reviewed)
A Novel Deep Belief Network Architecture with Interval Type-2 Fuzzy Set Based Uncertain Parameters Towards Enhanced Learning
Shukla, Amit K.; Muhuri, Pranab K., 2023, Fuzzy sets and systems, 477, 108744, DOI: 10.1016/j.fss.2023.108744, A1 Journal article (peer-reviewed)
Special Issue “Applications of Advanced Control and Optimization Paradigms in Renewable Energy Systems”
Kamal, Tariq; Hassan, Syed Zulqadar, 2023, Energies, 16, 22, 7551, DOI: 10.3390/en16227551, B1 Journal article (non-peer-reviewed)
Machine learning explainability in nasopharyngeal cancer survival using LIME and SHAP
Alabi, Rasheed Omobolaji; Elmusrati, Mohammed; Leivo, Ilmo; Almangush, Alhadi; Mäkitie, Antti A., 2023, Scientific reports, 13, 1, 8984, DOI: 10.1038/s41598-023-35795-0, A1 Journal article (peer-reviewed)
Paying attention in metaverse: an experiment on spatial attention allocation in extended reality shopping
Chen, Juan; Xi, Nannan; Pohjonen, Vilma; Hamari, Juho, 2023, Information technology and people, 36, 8, 255-283, DOI: 10.1108/itp-09-2021-0674, A1 Journal article (peer-reviewed)
Implementing a Flexible Penalizing Mechanism for Wind Power Producers in the Regulating Market
Rashidizadeh-Kermani, Homa; Vahedipour-Dahraie, Mostafa; Parente, Mimmo; Shafie-Khah, Miadreza; Siano, Pierluigi, 2023, IEEE access, 11, 125204-125216, DOI: 10.1109/access.2023.3330906, A1 Journal article (peer-reviewed)
Forecasting Crude Oil Prices using a Hybrid Model Combining Long Short-Term Memory Neural Networks and Markov Switching Model
Shahbazbegian, Vahid; Hosseininesaz, Hamid; Shafie-Khah, Miadreza; Elmusrati, Mohammed, 2023, 2023 International Conference on Future Energy Solutions (FES), 1-6, DOI: 10.1109/FES57669.2023.10182444, A4 Article in conference proceedings (peer-reviewed)
5G Communication Infrastructure for Smart Grids: A Protection Use Case
Saleh, Talal; Välisuo, Petri; Kauhaniemi, Kimmo; Elmusrati, Mohammed, 2023, 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), 1-5, DOI: 10.1109/isgteurope56780.2023.10408607, A4 Article in conference proceedings (peer-reviewed)
Distributed Energy Resources Cybersecurity Outlook: Vulnerabilities, Attacks, Impacts, and Mitigations
Zografopoulos, Ioannis; Hatziargyriou, Nikos D.; Konstantinou, Charalambos, 2023, IEEE systems journal, 17, 4, 6695-6709, DOI: 10.1109/jsyst.2023.3305757, A1 Journal article (peer-reviewed)
Improved Model Predictive Direct Power Control for Parallel Distributed Generation in Grid-Tied Microgrids
Bhatti, Muhammad Zubair Asif; Siddique, Abubakar; Aslam, Waseem; Atiq, Shahid; Khan, Hussain Sarwar, 2023, Energies, 16, 3, 1441, DOI: 10.3390/en16031441, A1 Journal article (peer-reviewed)
How Personal Finance Management Systems Emancipate and Oppress Young People
Herrala, Juha-Matti; Vartiainen, Tero; Koskelainen, Tiina, 2023, Bui, Tung X., Proceedings of the 56th Annual Hawaii International Conference on System Sciences (HICSS 2023), Proceedings of the annual Hawaii international conference on system sciences, 5542-5550, A4 Article in conference proceedings (peer-reviewed)
Understanding motivators and challenges in accessibility development
Mäkipää, Juho-Pekka; Vartiainen, Tero, 2023, Penttinen, Esko; Suvivuo, Sampsa; Tuunainen, Virpi Kristiina; Rossi, Matti; Ghanbari, Hadi, SCIS 2023 : Proceedings of the 14th Scandinavian Conference on Information Systems, 13, A4 Article in conference proceedings (peer-reviewed)
A Concise History of Induction Motor Drives—Part 2 [History]
Godoy Simões, Marcelo, 2023, IEEE electrification magazine, 11, 3, 82-88, DOI: 10.1109/MELE.2023.3291288, B1 Journal article (non-peer-reviewed)
Power Electronics Converters for On-Board Electric Power Systems
Freitas, Luiz Carlos Gomes; Godoy Simões, Marcelo; Praça, Paulo Peixoto, 2023, Energies, 16, 9, 3771, DOI: 10.3390/en16093771, B1 Journal article (non-peer-reviewed)
Risk Accessment of Machine Learning Algorithms on Manipulated Dataset in Power Systems
Diaba, Sayawu Yakubu; Shafie-Khah, Miadreza; Mekkanen, Mike; Vartiainen, Tero; Elmusrati, Mohammed, 2023, 2023 International Conference on Future Energy Solutions (FES), DOI: 10.1109/FES57669.2023.10182751, A4 Article in conference proceedings (peer-reviewed)
Novel DER and OLTC Management Scheme for Coordinated TSO-DSO Flexibility Services Provision
Laaksonen, Hannu; Khajeh, Hosna; Hatziargyriou, Nikos, 2023, 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), 1-5, DOI: 10.1109/ISGTEUROPE56780.2023.10407143, A4 Article in conference proceedings (peer-reviewed)
Item recommendation using user feedback data and item profile
Roy, Debashish; Chowdhury, Rajarshi Roy; Nasser, Abdullah Bin; Azmi, Afdhal; Babaeianjelodar, Marzieh, 2023, Brunei International Conference on Engineering and Technology 2021, AIP conference proceedings, 2643, 1, 040008, DOI: 10.1063/5.0111349, A4 Article in conference proceedings (peer-reviewed)
Stacked Ensemble Model for Tropical Cyclone Path Prediction
Sattar, Kalim; Zahra, Syeda Zoupash; Faheem, Muhammad; Missen, Malik Muhammad Saad; Bashir, Rab Nawaz; Abbas, Muhammad Zahid, 2023, IEEE access, 11, 69512-69521, DOI: 10.1109/access.2023.3292907, A1 Journal article (peer-reviewed)
Investigating the Effect of Demand Response on the Market Power of a Strategic Wind Power Producer
Rashidizadeh-Kermani, Homa; Vahedipour-Dahraie, Mostafa; Shafie-Khah, Miadreza; Siano, Pierluigi, 2023, 2023 International Conference on Future Energy Solutions (FES), DOI: 10.1109/fes57669.2023.10183249, A4 Article in conference proceedings (peer-reviewed)
A Resiliency-oriented Optimal Operation of Microgrids Considering Electric Vehicles
Zandrazavi, Seyed Farhad; Tabares, Alejandra; Franco, John Fredy; Shafie-Khah, Miadreza; Soares, João; Vale, Zita, 2023, 2023 International Conference on Future Energy Solutions (FES), DOI: 10.1109/FES57669.2023.10183152, A4 Article in conference proceedings (peer-reviewed)
An enhanced energy efficient protocol for large-scale IoT-based heterogeneous WSNs
Abdul-Qawy, Antar Shaddad Hamed; Alduais, Nayef Abdulwahab Mohammed; Saad, Abdul-Malik H.Y.; Taher, Murad Ahmed Ali; Nasser, Abdullah B.; Saleh, Sami Abdulla Mohsen; Khatri, Narendra, 2023, Scientific African, 21, e01807, DOI: 10.1016/j.sciaf.2023.e01807, A1 Journal article (peer-reviewed)
Risk Accessment of Machine Learning Algorithms on Manipulated Dataset in Power Systems
Diaba, Sayawu Yakubu; Shafie-Khah, Miadreza; Mekkanen, Mike; Vartiainen, Tero; Elmusrati, Mohammed, 2023, 2023 International Conference on Future Energy Solutions (FES), DOI: 10.1109/FES57669.2023.10182751, A4 Article in conference proceedings (peer-reviewed)
Lyme rashes disease classification using deep feature fusion technique
Ali, Ghulam; Anwar, Muhammad; Nauman, Muhammad; Faheem, Muhammad; Rashid, Javed, 2023, Skin research and technology, 29, 11, e13519, DOI: 10.1111/srt.13519, A1 Journal article (peer-reviewed)
Suomen energia-alan kyberturvallisuuden tila vuonna 2021
Luomala, Mikko; Vartiainen, Tero; Paasonen, Jyri, 2023, Vaasan yliopiston raportteja, 43, D4 Published development or research report or study
A Resiliency-oriented Optimal Operation of Microgrids Considering Electric Vehicles
Zandrazavi, Seyed Farhad; Tabares, Alejandra; Franco, John Fredy; Shafie-Khah, Miadreza; Soares, João; Vale, Zita, 2023, 2023 International Conference on Future Energy Solutions (FES), DOI: 10.1109/FES57669.2023.10183152, A4 Article in conference proceedings (peer-reviewed)
Age-Dependent Resilience Assessment and Quantification of Distribution systems under Extreme Weather Events
Dehghani, Farshid; Mohammadi, Mohammad; Karimi, Mazaher, 2023, International journal of electrical power and energy systems, 150, 109089, DOI: 10.1016/j.ijepes.2023.109089, A1 Journal article (peer-reviewed)
Item recommendation using user feedback data and item profile
Roy, Debashish; Chowdhury, Rajarshi Roy; Nasser, Abdullah Bin; Azmi, Afdhal; Babaeianjelodar, Marzieh, 2023, Brunei International Conference on Engineering and Technology 2021, AIP conference proceedings, 2643, 1, 040008, DOI: 10.1063/5.0111349, A4 Article in conference proceedings (peer-reviewed)
Fault detection through discrete wavelet transform in overhead power transmission lines
Ahmed, Nadeem; Hashmani, Ashfaq Ahmed; Khokhar, Sohail; Tunio, Mohsin Ali; Faheem, Muhammad, 2023, Energy science & engineering, 11, 11, 4181 - 4197, DOI: 10.1002/ese3.1573, A1 Journal article (peer-reviewed)
Internet of Things Based Weekly Crop Pest Prediction by Using Deep Neural Network
Saleem, Rana Muhammad; Bashir, Rab Nawaz; Faheem, Muhammad; Haq, Mohd Anul; Alhussen, Ahmed; Alzamil, Zamil S.; Khan, Shakir, 2023, IEEE access, 11, 85900-85913, DOI: 10.1109/access.2023.3301504, A1 Journal article (peer-reviewed)
Segmentation and classification of skin lesions using hybrid deep learning method in the Internet of Medical Things
Akram, Arslan; Rashid, Javed; Jaffar, Muhammad Arfan; Faheem, Muhammad; Amin, Riaz ul, 2023, Skin research and technology, 29, 11, e13524, DOI: 10.1111/srt.13524, A1 Journal article (peer-reviewed)
Resilience-oriented operation of microgrids in the presence of power-to-hydrogen systems
Shahbazbegian, Vahid; Shafie-khah, Miadreza; Laaksonen, Hannu; Strbac, Goran; Ameli, Hossein, 2023, Applied energy, 348, 121429, DOI: 10.1016/j.apenergy.2023.121429, A1 Journal article (peer-reviewed)
Two-objective Approach for Electrical Vehicles Parking lot Participation in Joint Energy, and Ancillary Services Markets
Nikpour, Ahmad; Nateghi, Abolfazl; Shafie-Khah, Miadreza, 2023, 2023 International Conference on Future Energy Solutions (FES), DOI: 10.1109/fes57669.2023.10182804, A4 Article in conference proceedings (peer-reviewed)
Design considerations of navigation satellite constellation for low Earth orbit
Praks, Jaan; Saleem, Zainab; Mayank, undefined; Çelikbilek, Kaan; Prol, Fabricio; Sharma, Shikha; Kuusniemi, Heidi; Ferranti, Luca; Lohan, Elena Simona; Pinell, Christina; Kaasalainen, Sanna; Bhuiyan, M. Zahidul H., 2023, 2023 35th General Assembly and Scientific Symposium of the International Union of Radio Science, URSI GASS 2023, URSI General Assembly and Scientific Symposium, DOI: 10.23919/ursigass57860.2023.10265532, A4 Article in conference proceedings (peer-reviewed)
Wearable gaming technology: A study on the relationships between wearable features and gameful experiences
Xi, Nannan; Buruk, Oğuz ‘Oz’; Chen, Juan; Jabari, Shiva; Hamari, Juho, 2023, International journal of human-computer studies, 181, 103157, DOI: 10.1016/j.ijhcs.2023.103157, A1 Journal article (peer-reviewed)
The Role of Geospatial Data in Data Economy
Tuomi, Ville; Selvan, Kannan; Warraich, Tayyab; Ranta, Mikko; Huculak, Elina; Haq, Hafiz; Kohtamäki, Marko; Välisuo, Petri; Nousiainen, Essi; Haveri, Johanna; Kuusniemi, Heidi; Laakso, Mari, 2023, MMM:n julkaisuja, 18, D4 Published development or research report or study
Cyber Security in Power Systems Using Meta-Heuristic and Deep Learning Algorithms
Diaba, Sayawu Yakubu; Shafie-Khah, Miadreza; Elmusrati, Mohammed, 2023, IEEE access, 11, 18660-18672, DOI: 10.1109/ACCESS.2023.3247193, A1 Journal article (peer-reviewed)
Protection and Communication Techniques in Modern Power Systems
Kauhaniemi, Kimmo, 2023, Energies, 16, 5, 2304, DOI: 10.3390/en16052304, B1 Journal article (non-peer-reviewed)
Multi-Area Frequency Restoration Reserve Sizing
Pediaditis, Panagiotis; Papamatthaiou, Dimitrios; Papadaskalopoulos, Dimitrios; Prešić, Dušan; Hatziargyriou, Nikos D., 2023, IEEE transactions on industry applications, 59, 3, 2856-2865, DOI: 10.1109/tia.2023.3242638, A1 Journal article (peer-reviewed)
Application of Artificial Neural Network-Based Tool for Short Circuit Currents Estimation in Power Systems with High Penetration of Power Electronics-Based Renewables
Aljarrah, Rafat; Al-Omary, Murad; Alshabi, Dua’a; Salem, Qusay; Alnaser, Sahban; Ćetenović, Dragan; Karimi, Mazaher, 2023, IEEE access, 11, 20051-20062, DOI: 10.1109/ACCESS.2023.3249296, A1 Journal article (peer-reviewed)
Grid-Forming Inverter Control for Power Sharing in Microgrids Based on P/f and Q/V Droop Characteristics
Salem, Qusay; Aljarrah, Rafat; Karimi, Mazaher; Al-Quraan, Ayman, 2023, Sustainability, 15, 15, 11712, DOI: 10.3390/su151511712, A1 Journal article (peer-reviewed)
Advanced-stage tongue squamous cell carcinoma : a machine learning model for risk stratification and treatment planning
Alabi, Rasheed Omobolaji; Elmusrati, Mohammed; Leivo, Ilmo; Almangush, Alhadi; Mäkitie, Antti A., 2023, Acta oto-laryngologica, 143, 3, 206-214, DOI: 10.1080/00016489.2023.2172208, A1 Journal article (peer-reviewed)
FPGA Validated Advanced Learning-Based Voltage Control of DC/DC Converter Feeding CPL in DC Microgrid Applications
Khan, Hussain Sarwar; Kauhaniemi, Kimmo, 2023, 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE), Proceedings of the IEEE International Symposium on Industrial Electronics, DOI: 10.1109/ISIE51358.2023.10228168, A4 Article in conference proceedings (peer-reviewed)
Evaluation of Machine Learning Models for Smart Grid Parameters: Performance Analysis of ARIMA and Bi-LSTM
Chen, Yuanhua; Bhutta, Muhammad Shoaib; Abubakar, Muhammad; Xiao, Dingtian; Almasoudi, Fahad M.; Naeem, Hamad; Faheem, Muhammad, 2023, Sustainability, 15, 11, 8555, DOI: 10.3390/su15118555, A1 Journal article (peer-reviewed)
Kevyesti flipaten : Opettajien kokemuksia käänteisestä opettamisesta
Jaskari, Minna-Maarit; Jokipii, Annukka; Eronen, Sanna; Urrila, Laura; Leipämaa-Leskinen, Hanna; Syrjälä, Henna; Havinen, Laura; Koivunen, Niina; Koljonen, Janne; Elmusrati, Mohammed, 2023, Vaasan yliopiston raportteja, 42, D4 Published development or research report or study
Simplified Control Strategies for Power Converters in a Grid-Connected Hybrid DC-AC Microgrid
Busarello, Tiago Davi Curi; Simões, Marcelo Godoy; Laaksonen, Hannu; Kauhaniemi, Kimmo, 2023, 2023 International Conference on Future Energy Solutions (FES), DOI: 10.1109/FES57669.2023.10182409, A4 Article in conference proceedings (peer-reviewed)
Design and Performance Evaluation of SMC-Based DC–DC Converters for Microgrid Applications
Ullah, Qudrat; Busarello, Tiago Davi Curi; Brandao, Danilo Iglesias; Godoy Simões, Marcelo, 2023, Energies, 16, 10, 4212, DOI: 10.3390/en16104212, A1 Journal article (peer-reviewed)
An Extreme Learning Machine Model for Venue Presence Detection
Khan, Wiqar; Raza, Asif; Kuusniemi, Heidi; Elmusrati, Mohammed; Espinosa-Leal, Leonardo, 2023, Björk, Kaj-Mikael, Proceedings of ELM 2021 : Theory, Algorithms and Applications, Proceedings in adaptation, learning and optimization, 16, 144–151, DOI: 10.1007/978-3-031-21678-7_14, A4 Article in conference proceedings (peer-reviewed)
Blockchain-integrated Local Energy Market and P2P Trading Benefits for Participants and Stakeholders
Ali, Liaqat; Azim, M. Imran; Peters, Jan; Ojha, Nabin B.; Bhandari, Vivek; Menon, Anand; Tiwari, Vinod; Green, Jemma; Muyeen, S. M.; Simoes, M. G., 2023, 2023 IEEE Green Technologies Conference (GreenTech), IEEE Green Technologies Conference, 191-195, DOI: 10.1109/GreenTech56823.2023.10173806, A4 Article in conference proceedings (peer-reviewed)
SS-TTA: Test-Time Adaption for Self-Supervised Denoising Methods
Fahim, Masud An-Nur Islam; Boutellier, Jani, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops, 1178-1187, DOI: 10.1109/CVPRW59228.2023.00125, A4 Article in conference proceedings (peer-reviewed)
Implementation of the Online Text Accessibility Heuristics
Mäkipää, Juho-Pekka; Isohella, Suvi, 2023, Pena-Díaz, Carmen, The Making of Accessible Audiovisual Translation, New Trends in Translation Studies, 36, 127-143, 6, DOI: 10.3726/b19013, A3 Book chapter (peer-reviewed)
How to Incorporate Accessibility to Design Principles for IS Artefacts?
Mäkipää, Juho-Pekka; Vartiainen, Tero, 2023, Welzer Družovec, Tatjana; Hölbl, Marko; Nemec Zlatolas, Lili; Kuhar, Saša, Proceedings of the 33rd International Conference on Information Modelling and Knowledge Bases EJC 2023, 223-237, 10, DOI: 10.18690/um.feri.5.2023.10, A4 Article in conference proceedings (peer-reviewed)
Neuro-Fuzzy Based High-Voltage DC Model to Optimize Frequency Stability of an Offshore Wind Farm
Bhutta, Muhammad Shoaib; Xuebang, Tang; Faheem, Muhammad; Almasoudi, Fahad M.; Alatawi, Khaled Saleem S.; Guo, Huali, 2023, Processes, 11, 7, 2049, DOI: 10.3390/pr11072049, A1 Journal article (peer-reviewed)
Blockchain and Internet of Things in smart cities and drug supply management: Open issues, opportunities, and future directions
Malik, Hassaan; Anees, Tayyaba; Faheem, Muhammad; Chaudhry, Muhammad Umar; Ali, Aatka; Asghar, Muhammad Nabeel, 2023, Internet of things, 23, 100860, DOI: 10.1016/j.iot.2023.100860, A2 Review article in a scientific journal (peer-reviewed)
A conditioned reflex action embedded associative context learning-based energy efficient paradigm in smart city milieu
Hussain, Majid; Bilal, Ahmad; Faheem, Muhammad; Anwar, Muhammad; Zia, Muhammad Sultan, 2023, Iet wireless sensor systems, 13, 4, 151-162, DOI: 10.1049/wss2.12064, A1 Journal article (peer-reviewed)
Investigating the Maximum Instantaneous Fault Current in Power Systems with High Penetration of Type-4 Wind
Aljarrah, Rafat; Al-Omary, Murad; Salem, Qusay; Abu-Hamad, Jumana; Karimi, Mazaher; Al-Rousan, Wasseem, 2023, 2023 IEEE IAS Global Conference on Emerging Technologies (GlobConET), DOI: 10.1109/GlobConET56651.2023.10150016, A4 Article in conference proceedings (peer-reviewed)
SPHERE-DNA: Privacy-Preserving Federated Learning for eHealth
Nurmi, Jari; Xu, Yinda; Boutellier, Jani; Tan, Bo, 2023, 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 - Proceedings, Proceedings : Design, Automation, and Test in Europe Conference and Exhibition, DOI: 10.23919/DATE56975.2023.10137048, A4 Article in conference proceedings (peer-reviewed)
Experimental Study of an Inverter Control for Reactive Power Compensation in a Grid-Connected Solar Photovoltaic System Using Sliding Mode Control
Flota-Bañuelos, Manuel; Espinosa-Trujillo, María; Cruz-Chan, José; Kamal, Tariq, 2023, Energies, 16, 2, 853, DOI: 10.3390/en16020853, A1 Journal article (peer-reviewed)
On cyber security evaluations in smart grid using machine learning
Diaba, Sayawu, 2023, Acta wasaensia, 528, 1-167, G5 Doctoral dissertation (articles)
Indoor Asset Tracking in Dense Industrial Environments Using Low-cost Wireless Technologies
Elsanhoury, Mahmoud; Nieminen, Jyri; Välisuo, Petri; Siemuri, Akpojoto; Koljonen, Janne; Elmusrati, Mohammed; Kuusniemi, Heidi, 2023, Ometov, Aleksandr; Nurmi, Jari; Lohan, Elena Simona; Torres-Sospedra, Joaquín; Kuusniemi, Heidi, WIPHAL 2023: Work-in-Progress in Hardware and Software for Location Computation 2023, CEUR workshop proceedings, 3434, A4 Article in conference proceedings (peer-reviewed)
DC-DFFN: Densely Connected Deep Feature Fusion Network With Sign Agnostic Learning for Implicit Shape Representation
Basher, Abol; Boutellier, Jani, 2023, IEEE access, 11, 46399-46412, DOI: 10.1109/ACCESS.2023.3275442, A1 Journal article (peer-reviewed)
Markov-Based Reliability Assessment for Distribution Systems Considering Failure Rates
Zarenia, Omid; Salehpour, Mohammad Javad; Ghaedi, Razieh; Shafie-Khah, Miadreza, 2023, IEEE access, 11, 10018-10031, DOI: 10.1109/ACCESS.2023.3240778, A1 Journal article (peer-reviewed)
Research projects
Project | Duration | Actors |
---|---|---|
WSTAR - Wasa zero emission data centre | - | Digital Economy, Technology and Innovations, Smart electric systems |
DiTArtIS - Network of Excellence in Digital Technologies and AI Solutions for Electromechanical and Power Systems Applications | - | Technology and Innovations, Smart electric systems, Renewable energy, VEBIC |
Investigame | - | Economics, Smart electric systems, Accounting and Finance, Technology and Innovations |
Smart Grid 2.0 – Next generation distribution grid | - | Smart electric systems, Technology and Innovations |
CIRP-5G - Centralized Intelligent and Resilient Protection Schemes for Future Grids Applying 5G | - | Smart electric systems, Technology and Innovations |
Use of Position Data in Industry | - | Digital Economy, Technology and Innovations, Smart electric systems |
Education network for automated and connected transport for sustainable cities (ENACT) | - | Digital Economy, Executive Education, Smart electric systems |
INdoor navigation from CUBesAt TEchnology (INCUBATE) | - | Digital Economy, International business and marketing, Marketing and Communication, Technology and Innovations, Smart electric systems |
LEAP-RE - Long-Term Joint EU-AU Research and Innovation Partnership on Renewable Energy | - | VEBIC, Technology and Innovations, Renewable energy, Smart electric systems |
Cybersecurity Curricula Recommendations for Smart Grids, CC-RSG | - | Smart electric systems |