Projects per year
Personal profile
Research profile
P. P. PHYO is a postdoc with the research group Electrical Energy Systems (EES) at the Eindhoven University of Technology (TU/e), the Netherlands. Her research interests are AI, machine learning/deep learning, time series analysis, optimization and prediction in energy consumption, electricity load, and electricity market price. Her research also expands to agricultural price forecasting and battery level classification.
Academic background
P. P. PHYO received her Ph.D. and M.Sc. majoring in Engineering and Technology at Sirindhorn International Institute of Technology (SIIT), Thammasat University, in 2021 and 2017, respectively. She graduated with her B.Eng. in Electrical Power Engineering at Mandalay Technological University in 2013. She received the Excellent Foreign Student (EFS) scholarship award throughout her graduate studies. During her Ph.D. study, she joined a machine learning camp (MLC) 2018 in South Korea. Moreover, she was awarded a Canada-ASEAN Scholarships and Educational Exchanges for Development (SEED) to research at the University of Calgary, Canada, in 2019. She worked as a machine learning (ML) researcher at the ML lab at Jeju National University from July 2021 to April 2022. In May 2022, she was appointed as a postdoc with the research group Electrical Energy Systems (EES) at TU/e, the Netherlands.
Affiliated with
Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Electrical engineering, Doctor, Short-Term Electricity Load Forecasting Using Classification and Regression Tree and Deep Learning Models, Thammasat University
26 Dec 2017 → 29 Nov 2021
Award Date: 29 Nov 2021
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Collaborations and top research areas from the last five years
Projects
- 1 Active
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BOOST! - EMGa2
Paterakis, N. G. (Project Manager) & Phyo, P. P. (Project member)
1/01/23 → 31/12/26
Project: First tier
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From Time-Series to Hybrid Models: Advancements in Short-Term Load Forecasting Embracing Smart Grid Paradigm
Ali, S., Bogarra, S. (Corresponding author), Riaz, M. N., Phyo, P. P., Flynn, D. & Taha, A., Jun 2024, In: Applied Sciences (Switzerland). 14, 11, 46 p., 4442.Research output: Contribution to journal › Review article › peer-review
Open AccessFile1 Citation (Scopus)15 Downloads (Pure) -
Nationwide Energy and Peak Demand Forecasting: A Case Study in Thailand
Shwe, M. N., Pyae Phyo, P. & Jeenanunta, C. (Corresponding author), 20 Jun 2024, 2023 IEEE PES 15th Asia-Pacific Power and Energy Engineering Conference, APPEEC 2023. Institute of Electrical and Electronics Engineers, 6 p. 10561988Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile -
PV Integrated Modular Multilevel Converter Based Battery Energy Storage System
Ali, S. (Corresponding author), Bogarra Rodriguez, S., Khan, M. M., Khan, A. & Phyo, P. P., 9 Apr 2024, 12th International Conference on Renewable Power Generation, RPG 2023. Institution of Engineering and Technology, p. 1052-1057 6 p. 10495263. (IET Conference Proceedings; vol. 2023, no. 15).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile8 Downloads (Pure) -
Rule-based Classification and Outlier Replacement for Daily Electricity Load Forecasting
Thu Tun, E. T., Pyae Phyo, P. & Jeenanunta, C. (Corresponding author), 20 Jun 2024, 2023 IEEE PES 15th Asia-Pacific Power and Energy Engineering Conference, APPEEC 2023. Institute of Electrical and Electronics Engineers, 6 p. 10561972Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile -
Synthetic Dataset Generation for an Electricity Market Simulation Game
Phyo, P. P., Kok, K. & Paterakis, N. G., 4 Oct 2024, 2024 International Conference on Smart Energy Systems and Technologies, SEST 2024 . Institute of Electrical and Electronics Engineers, 6 p. 10694470Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Prizes
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EUROTECH VISITING RESEARCHER
Phyo, P. P. (Recipient), Nov 2024
Prize: Other › visiting scholar › Scientific
Activities
- 1 Other
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Hackathon 22 The Future of Household Energy Consumption
Phyo, P. P. (Recipient)
11 Jun 2022 → 12 Jun 2022Activity: Other activity types › Other › Scientific