Musilek, Petr

Publications, Activities, and Awards

• 13th IEEE Conference on Innovative Smart Grid Technologies (ISGT 2022)
• 2022 IEEE PES General Meeting (GM)
• A comparative study of reinforcement learning algorithms for distribution network reconfiguration with deep Q-learning-based action sampling
• A Comprehensive Review of Blockchain Consensus Mechanisms
• A Dynamic Thermal rating of Transmission lines: A review
• A Game-Theoretic Approach for Charging Demand Management of Electric Vehicles During System Overload
• A High-Resolution Reflective Microwave Planar Sensor for Sensing of Vanadium Electrolyte, Sensors
• A Reward Mechanism for Reliability-as-a-Service Usage of Electric Vehicles
• Alberta Energy Conference
• Ant-based optimal tuning of PID controllers for load frequency control in power systems
• Artificial Intelligence and Future Energy Systems (mini-keynote)
• Assessment of Photovoltaic Hosting Capacity of Existing Distribution Circuits
• ChainFaaS: An Open Blockchain-based Serverless Platform
• CIRED workshop on E-mobility and power distribution systems
• Clean Energy Transition in Remote Indigenous Communities: Hydrogen Energy, 2021
• Comparative Analysis of Machine Learning Techniques for Temperature Compensation in Microwave Sensors
• Comparative Analysis of Machine Learning Techniques for Temperature Compensation in Microwave Sensors, IEEE Transactions on Microwave Theory and Techniques
• Construction and Application of Distribution Grid Knowledge Graph
• Cuckoo-search optimized fuzzy-logic control of stationary battery storage systems
• Data-Driven Methods in Electric Power Systems
• Day-Ahead Dynamic Thermal Line Rating Using Numerical Weather Prediction
• Deep Learning Control of Transmission System with Battery Storage and Dynamic Line Rating
• Deep Reinforcement Learning-based Operation of Transmission Battery Storage with Dynamic Thermal Line Rating
• Dependable and Autonomic Computing Platform for Managing Transactive Microgrids
• Design Considerations for IoT -Based PV Charge Controllers
• Detection and Analysis of Ethereum Energy Smart Contracts
• Distributed Optimization for Distribution Grids With Stochastic DER Using Multi-Agent Deep Reinforcement Learning
• Distribution Grid Fault Classification and Localization using Convolutional Neural Networks
• Economic optimization of component sizing for residential battery storage systems
• Economy of residential photovoltaic generation and battery energy storage in Alberta, Canada
• Economy of Residential PV/BESS in Alberta
• Editor's Choice
• Editor’s Choice Article
• Energy Harvesting Sources, Storage Devices and System Topologies for Environmental Wireless Sensor Networks: A review
• Energy Management for Smart Homes - State of the Art
• Enhancing Power Flow Simulations Using Function Mapping
• EPCOR/UofA Distributed Energy Resource Integration Study
• ETX: A Flexible Simulation Framework for Design of Transactive Energy Systems
• Evaluation of Smart Contract Vulnerability Analysis Tools: A Domain-Specific Perspective
• Federated learning with hyperparameter-based clustering for electrical load forecasting, Internet of Things
• Fellowship
• FES Event
• Flexibility Platform for Community Energy Systems
• Forecasting Photovoltaic Power Production using a Deep Learning Sequence to Sequence Model with Attention
• Generation of Synthetic Ampacity and Electricity Pool Prices Using Generative Adversarial Networks
• GridKG: Knowledge Graph Representation of Distribution Grid Data
• Home Energy Management with V2X Capability using Reinforcement Learning.
• IEEE EPEC Conference
• Integrating Knowledge Graphs into Distribution Grid Decision Support Systems
• Intelligent Methods for Design, Analysis and Operation of Modern Electric Power Systems
• Intelligent Technology Stack for Integration of Distributed Energy Resources, Shaping the Future of Energy
• Introducing Electric Vehicles to Remote Indigenous Communities: Benefits, Barriers, and Future Prospects
• IoT-based MPPT Controller for Photovoltaic Array
• IoT-based smart homes: A review of system architecture, software, communications, privacy and security, Internet of Things
• Land-Product validation of the MODIS derived FAPAR product over the tropical dry-forest of Santa Rosa National Park, Guanacaste, Costa Rica
• Lefsrud, L.M., Hussain, A.*, Gholizadeh, N.*, Sattari, F.*, Musilek, P., Liang, H. 2021. Creating System Resilience in Power Generation and Delivery
• Linear Battery Aging Model for Industrial Peak Shaving Applications
• LP-based predictive energy management system for residential PV/BESS
• Market progress of the Vanadium Redox Flow Battery technology: overview of the market development
• MIT Energy Conference Attendance
• Modelling Hourly Vehicle Flows by a Finite Mixture of Simple Circular Normal Distributions
• Optimal Component Sizing for Peak Shaving in Battery Energy Storage System for Industrial Applications
• Optimal Design of Overhead Distribution Powerlines using Genetic Algorithms
• Optimal energy management of residential PV/HESS using evolutionary fuzzy control
• Optimal real-time scheduling of battery operation using reinforcement learning
• Optimizing High-Voltage Direct Current Transmission Corridors: Dynamic Thermal Line Rating for Enhanced Renewable Generation and Greenhouse Gas Emission Reductions
• Parametric and Nonparametric Machine Learning Techniques for Increasing Power System Reliability: A Review
• Performance Analysis of the IOTA DAG-Based Distributed Ledger
• Performance Evaluation of Blockchain Systems: A Systematic Survey
• Powering Batteryless Embedded Platforms by Piezoelectric Transducers: A Pilot Study
• Predicting Weather-related Power Outages in Distribution Grid
• Q-Learning Algorithm for Energy management in Solar Powered Embedded Monitoring Systems
• Quantile Regression and Clustering Models of Prediction Intervals for Weather Forecasts: A Comparative Study
• Real-time battery optimal operation with neural networks, Canadian Conference of Electrical and Computer Engineering (CCECE 2021)
• Reinforcement Learning based Distributed BESS Management for Mitigating Overvoltage Issues in Systems with High PV Penetration
• Reinforcement Learning-Driven Local Transactive Energy Market for Distributed Energy Resources,
• Reliability-as-a-Service Usage of Electric Vehicles: Suitability Analysis for Different Types of Buildings
• Resilience Enhancement Strategies for and Through Electric Vehicles, Sustainable Cities and Society
• RL-based Home Energy Management Agent for V2X Applications
• Robust Sizing of Solar-Powered Charging Station with Co-located Energy Storage
• Senior Research Fellowship
• Sensors - Editor’s Choice for paper entitled “A High-Resolution Reflective Microwave Planar Sensor for Sensing of Vanadium Electrolyte"
• Sizing Transmission-Scale Battery Energy Storage System with Dynamic Thermal Line Rating
• Solar Forecasting using Remote Solar Monitoring Stations and Artifical Neural Networks
• State of Charge and Capacity Tracking in Vanadium Redox Flow Battery Systems
• T-REX: Transactive Renewable Energy eXchange
• The Impact of Battery Storage on Power Flow and Economy in an Automated Transactive Energy Market
• The Impact of Battery Storage on Power Flow and Economy in an Automated Transactive Energy Market
• Towards A Scalable DAG-based Distributed Ledger for Smart Communities
• Towards Future Interconnected Electricity System
• Utility-scale Energy Storage System for Managing EV Load in Connected Distribution Circuits
• Vanadium Redox Flow Batteries: A Review of Use Cases for Microgrids and Comparison with Other Technologies
• Visiting student (Incoming)
• VRF Battery Characterization Using Microwave Planar Complementary Split Ring Resonators