Professor Lina Stankovic
Electronic and Electrical Engineering
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Area of Expertise
Signal information processing with application to the following problems:
- Non-intrusive load monitoring, load profiling and disaggregation, activity recognition in smart buildings (Energy and environment)
- Motion capture and person-centric kinematrics analysis using portable depth and infrared camera systems (Health & Wellbeing)
- Micro-seismic event analysis, inc. earthquakes (Geosciences)
- Wireless sensor network solutions for civil infrastructure, such as predicting failure in earthworks (embankments and cuttings) and bridge/scour monitoring
- Water consumption, treatment and infrastructure monitoring
Prize And Awards
- Finalist of the World first 10K Best paper Award (Top 3%)
- Recipient
- 12/7/2017
- Paper awarded top 5% by reviewers in Eusipco-2010 conference and invited for journal publication.
- Recipient
- 8/2010
Qualifications
PhD and BEng in Electronic Communication Systems from Lancaster University, Senior Member of the IEEE
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Publications
- A weakly supervised active learning framework for non-intrusive load monitoring
- Tanoni Giulia, Sobot Tamara, Principi Emanuele, Stankovic Vladimir, Stankovic Lina, Squartini Stefano
- Integrated Computer-Aided Engineering (2024)
- Knowledge distillation for scalable non-intrusive load monitoring
- Tanoni Giulia, Stankovic Lina, Stankovic Vladimir, Squartini Stefano, Principi Emanuele
- IEEE Transactions on Industrial Informatics Vol 20, pp. 4710-4721 (2024)
- https://doi.org/10.1109/TII.2023.3328436
- Multichannel coherence migration grid search (MCMgs) in locating microseismic events recorded by a surface array
- Parastatidis E, Pytharouli S, Stankovic L, Stankovic V, Shi P, Hildyard MW
- Geophysical Journal International Vol 236, pp. 1042-1052 (2024)
- https://doi.org/10.1093/gji/ggad465
- Smart energy technologies for the collective : time-shifting, demand reduction and household practices in a Positive Energy Neighbourhood in Norway
- Guasselli Fernanda, Vavouris Apostolos, Stankovic Lina, Stankovic Vladimir, Didierjean Sébastien, Gram-Hanssen Kirsten
- Energy Research and Social Science Vol 110 (2024)
- https://doi.org/10.1016/j.erss.2024.103436
- Analysis of smart meter data for energy waste management
- Batic Djordje, Stankovic Lina, Stankovic Vladimir
- Artificial Intelligence for Sustainability Innovations in Business and Financial Services (2024) (2024)
- https://doi.org/10.1007/978-3-031-49979-1_8
- Integration of drivers' routines into lifecycle assessment of electric vehicles
- Vavouris Apostolos, Stankovic Lina, Stankovic Vladimir
- Transportation Research Procedia Vol 70, pp. 322-329 (2023)
- https://doi.org/10.1016/j.trpro.2023.11.036
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Teaching
Current classes:
1st year Engineering Design for Software Development inc. Python programming
4th/5th year Information Transmission and Security, inc. Digital communications principles, channel coding
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Research Interests
- Smart meter energy analytics, including load disaggregation, prediction and profiling
- Non-intrusive Load Monitoring, residential and commercial
- Environmental impact assessment of consumption cycle of Food Systems and Appliances
- Detecting, classifying, understanding and characterising subsurface processes arising from man-made/induced activities, such as hydraulic fracturing
- Model-fitting/system characterisation
- Sensor deployment and data acquisition
Professional Activities
- 2024 IEEE World Congress on Computational Intelligence (WCCI)
- Organiser
- 30/6/2024
- Revolutionising Dairy with Digital Innovation
- Contributor
- 23/1/2024
- External Examiner for PhD defense of Pooja Gupta "Information Fusion using Convolutional Transform Learning"
- Examiner
- 29/8/2023
- External Examiner for PhD Defense of Anurag Goel "Deep Clustering"
- Examiner
- 24/8/2023
- Integration of Drivers’ Routines into Lifecycle Assessment of Electric Vehicles
- Contributor
- 21/6/2023
- Trustworthy NILM in context of Demand Response and Sustainability
- Keynote speaker
- 11/5/2023
Projects
- Digital Dairy Chain Innovation Voucher: Project Luce - Efficient Load Scheduling for dairy farms with renewable energy provision
- Stankovic, Lina (Principal Investigator) Stankovic, Vladimir (Co-investigator) Vavouris, Apostolos (Researcher)
- Provide optimised load scheduling to maximise on-site renewable (solar/wind) self-consumption & explore the viability/feasibility of creating a micro farm grid that will link different premises (dairies/piggeries).
- 18-Jan-2024
- Picture-IT: Co-creation of an android based app to support neurotypical and neurodiverse pupils in school with their learning
- Stankovic, Lina (Principal Investigator) Stankovic, Vladimir (Co-investigator)
- 01-Jan-2024 - 30-Jan-2024
- User-centric insights from low-frequency smart meter data analysis towards flexibility potential: Stage1
- Stankovic, Vladimir (Principal Investigator) Stankovic, Lina (Co-investigator)
- 15-Jan-2024 - 15-Jan-2024
- Digital Dairy Chain Innovation Voucher: Efficient load scheduling for dairy farms with renewable energy provision
- Stankovic, Vladimir (Principal Investigator) Stankovic, Lina (Co-investigator) Vavouris, Apostolos (Researcher)
- Providing recommendation for optimising electrical device usage on a farm leveraging on low carbon technology investment and variable electricity tariff, to minimise energy imports, utility costs and carbon footprint.
- 23-Jan-2023 - 22-Jan-2023
- Quantifying temporal and spatial causalities between climate change and slope failures (New Horizons)
- Stankovic, Lina (Principal Investigator) Pytharouli, Stella (Co-investigator) Stankovic, Vladimir (Co-investigator)
- 01-Jan-2022 - 30-Jan-2024
- Near real-time AI-based spatio-temporal analysis of large seismic data sets for illuminating slope instabilities (SPORAL) RSE Saltire International Collaboration Awards
- Stankovic, Lina (Principal Investigator) Pytharouli, Stella (Co-investigator) Stankovic, Vladimir (Co-investigator)
- 01-Jan-2022 - 31-Jan-2024
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Contact
Professor
Lina
Stankovic
Electronic and Electrical Engineering
Email: lina.stankovic@strath.ac.uk
Tel: 548 2704