Faculty profile
Petr Musilek
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Research
Latest papers
Daily electric vehicle charging dataset for training reinforcement learning algorithms.
Data in brief · 2024 · senior author
In-human testing of a non-invasive continuous low-energy microwave glucose sensor with advanced machine learning capabilities.
Biosensors & bioelectronics · 2023 · senior author
Selective Microwave Zeroth-Order Resonator Sensor Aided by Machine Learning.
Sensors (Basel, Switzerland) · 2022 · senior author
Latest funding
- $62,000
Leveraging Machine Learning for Grid Efficiency, Trustworthiness and Equity
NSERC · 2024 · Principal investigator
- $1,312,500
U.S.-Canada Center on Climate-Resilient Western Interconnected Grid
NSERC · 2023 · Co-investigator
- $237,500
Digital solutions in international renewable energy value chains
SSHRC · 2022 · Co-investigator
5 publications.
Daily electric vehicle charging dataset for training reinforcement learning algorithms.
Gholizadeh N, Musilek P
In-human testing of a non-invasive continuous low-energy microwave glucose sensor with advanced machine learning capabilities.
Kazemi N, Abdolrazzaghi M, Light PE, Musilek P
Selective Microwave Zeroth-Order Resonator Sensor Aided by Machine Learning.
Kazemi N, Gholizadeh N, Musilek P
A High-Resolution Reflective Microwave Planar Sensor for Sensing of Vanadium Electrolyte.
Kazemi N, Schofield K, Musilek P
Energy Harvesting Sources, Storage Devices and System Topologies for Environmental Wireless Sensor Networks: A Review.
Prauzek M, Konecny J, Borova M, Janosova K, Hlavica J, Musilek P
Leveraging Machine Learning for Grid Efficiency, Trustworthiness and Equity
Principal investigators: Musilek, Petr
Keywords: power grid; renewable energy; distributed energy resources; electric vehicles; energy management; machine learning; forceasting; optimization; resilience; fairness
U.S.-Canada Center on Climate-Resilient Western Interconnected Grid
Principal investigators: Zareipour, Hamidreza H
Keywords: climate-change induced grid issues; flooding and grid resiliency; grid modernization; heat wavesand grid resiliency; linking grid, data, climate, society; northern communities weak grids; secondary impacts of extreme events; social equity and grid outages; technology transfer and training; wildfires and grid resiliency
Digital solutions in international renewable energy value chains
Principal investigators: Zhao, Qing
From Data to Decision (fD2D): Artificial Intelligence from Data Value Chain to Human Value
Principal investigators: Goebel, Randy RG
Keywords: artificial intelligence; comuting science; decision support; knowledge representation; machine learning; medecine; privacy and ethics; security; social intelligence
Diversity in multi-agent systems for successful real-world deployments
Principal investigators: Taylor, Matthew
Towards Future Interconnected Electric System
Principal investigators: Musilek, Petr P
Keywords: artificial intelligence; control; cybersecurity; data analytics; distributed energy resources; energy transition; interconnected electricity system; power electronics; renewable energy; safety
Data Analytics and Learning Based Industrial Diagnostics and Monitoring Systems
Principal investigators: Zhao, Qing
Intelligent net-zero energy (ready) modular homes for cold regions
Principal investigators: Chen, Yuxiang
Data-driven Methods for Integration of Distributed Energy Resources
Principal investigators: Musilek, Petr
Vision-based quality control for building manufacturing
Principal investigators: Musilek, Petr
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
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