Projects per year
Personal profile
Personal Statement
My research expertise is in Signal and Information Processing, with focus on representation, processing, analysis, communications and data management of information in a range of signals including electrical signals, video, seismic/geoscience, health/biological and other environmental sensor data. Besides the Energy dimension of the work, the research insights gained are also applicable to appliance manufacturing and food systems, especially in relation to environmental impact assessment and net zero GHG emissions. Overall my research interests revolve around sustainability. My work is particularly aligned with the following university strategic research themes (Measurement Science & Enabling Technologies, Energy, Health & Well-Being)
I am also 1st year advisor of studies for the Computer and Electronic Systems degree at Strathclyde.
Expertise & Capabilities
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
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
Academic / Professional qualifications
- Senior Member of the IEEE
Teaching Interests
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
Education/Academic qualification
Doctor of Philosophy, School of Computing and Communications, Lancaster University
Bachelor of Engineering, Lancaster University
External positions
Committe member of the European Science Foundation, The European Science Foundation
Dec 2018 → Dec 2021Editorial Board, Editorial Board of the IEEE Transactions on Signal and Information Processing over Networks
12 Feb 2018 → …Carnegie Trust Research Assessor for Science, Engineering and Technology, Carnegie Trust for the Universities of Scotland
Feb 2018 → …EPSRC Peer Review College Member , Engineering and Physical Sciences Research Council
1 Apr 2010 → …Fingerprint Dive into the research topics where Lina Stankovic is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 43 Similar Profiles
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects
Smart pumping for Subsurface Engineering (Prosperity Partnership)
Shipton, Z., Corney, J., Dempster, W., Perry, M., Pytharouli, S., Stankovic, L., Stankovic, V., Yang, S., Fan, D., Parastatidis, E., Rizzuto, F. & Xi, X.
Weir Group plc (The), EPSRC (Engineering and Physical Sciences Research Council)
1/11/18 → 31/10/23
Project: Research
Research Output
Deep-based conditional probability density function forecasting of residential loads
Afrasiabi, M., Mohammadi, M., Rastegar, M., Stankovic, L., Afrasiabi, S. & Khazaei, M., 31 Jul 2020, In : IEEE Transactions on Smart Grid. 11, 4, p. 3746-3757 12 p., 8988175.Research output: Contribution to journal › Article
Open Access
File
Graph-based micro-seismic signal classification with an optimised feature space
Li, J., Yang, C., Stankovic, V., Stankovic, L. & Pytharouli, S., 24 Jul 2020. 4 p.Research output: Contribution to conference › Paper
Open Access
File
Datasets
Residential electrical loads measurements with simulated anomalies in air conditioner and refrigerator
Rashid, H. (Creator), University of Strathclyde, 18 Jan 2019
DOI: 10.15129/d712ccac-21a1-40d2-8456-41217b62a6d5
Dataset
Annotated load anomalies from the REFIT Dataset
Rashid, H. (Creator), University of Strathclyde, 6 Feb 2019
DOI: 10.15129/9729a2a0-11ce-4cce-b0d0-144c483fcb33, https://2019.ieeeicassp.org/
Dataset
Thesis
Enhancing livestock and human health monitoring via analysis of electronic sensor data
Author: Sarkar, S., 20 May 2018Supervisor: Stankovic, L. (Supervisor) & Andonovic, I. (Supervisor)
Student thesis: Doctoral Thesis
Fast blind adaptive equalisation for multiuser CDMA systems
Author: Daas, A., 19 Aug 2018Supervisor: Weiss, S. (Supervisor) & Stankovic, L. (Supervisor)
Student thesis: Doctoral Thesis
Prizes
Finalist of the World first 10K Best paper Award (Top 3%)
Minxiang Ye (Recipient), Cheng Yang (Recipient), Vladimir Stankovic (Recipient), Lina Stankovic (Recipient) & Samuel Cheng (Recipient), 12 Jul 2017
Prize: Prize (including medals and awards)
File
Paper awarded top 5% by reviewers in Eusipco-2010 conference and invited for journal publication.
Lina Stankovic (Recipient), Aug 2010
Prize: Prize (including medals and awards)
Activities
Appliance Usage Detection from Smart Meter Data Using Supervised and Unsupervised Non-Intrusive Load Monitoring
Mohammad Khazaei (Speaker), Lina Stankovic (Contributor), Vladimir Stankovic (Contributor)26 May 2020 → 28 May 2020
Activity: Talk or presentation types › Oral presentation
External examiner for Megha Gaur, PhD Candidate, IIIT New Delhi, India
Lina Stankovic (Examiner)16 Oct 2019
Activity: Examination types › Examination