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Wydział Elektryczny

dr inż. Vishnu Suresh

Email: vishnu.suresh@pwr.edu.pl
Jednostka: Wydział Elektryczny » Katedra Podstaw Elektrotechniki i Elektrotechnologii

Building D-1, Room 205/5. 

Scientific activity: 

Google Scholar: https://scholar.google.com/citations?user=FJhqYT4AAAAJ&hl=en

ORCID: https://orcid.org/0000-0003-2891-9206

Scopus: https://www.scopus.com/authid/detail.uri?authorId=57210466291

Research Interests: 

1. Microgrid Energy Management Systems

2. Renewable Energy Forecasting 

3. Electrical Vehicle Smart Charging Stations 

4. Application of Optimization Algorithms and Deep learning to Power Systems

 

Publikacje w bazie DONA

Wybrane publikacje
1
Artykuł
2026
Sylwia Baluta Vishnu S Suresh Milena Chmielowska, Lien Smeesters, Joanna Cabaj
Improving clinical diagnostics and patient care through artificial intelligence and biosensor technologies. ACS Omega. 2026, vol. 11, nr 1, s. 82-99. ISSN: 2470-1343; 2470-1343
Zasoby:DOISFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
2
Artykuł
2026
Chandransh Singh, Sreenu Sreekumar, G Dileep, Vishnu S Suresh Rahul Satheesh,
A robust decomposition-denoising deep learning framework with dynamic intraperiod ramping for cost-effective balancing market operation. Applied Soft Computing. 2026, vol. 195, art. 115049, s. 1-49. ISSN: 1568-4946; 1872-9681
Zasoby:DOISFXImpact FactorLista FiladelfijskaLista MNiSW
3
Artykuł
2026
Vishnu S Suresh
Model-agnostic, probabilistic, hour-ahead solar PV forecasting using adaptive conformal inference. Energies. 2026, vol. 19, nr 6, art. 1495, s. 1-24. ISSN: 1996-1073
Zasoby:DOISFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
4
Artykuł
2026
Vishnu S Suresh Josep M Guerrero,
A non-parametric adaptive conformal inference based probabilistic hour-ahead solar PV power forecasting method. Scientific Reports. 2026, vol. 16, art. 11730, s. 1-14. ISSN: 2045-2322
Zasoby:DOISFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
5
Referat konferencyjny
2025
Vishnu S Suresh Tomasz Sikorski Gaetano Zizzo, Pierluigi Gallo,
Hour-Ahead load forecasting for flexibility management in energy communities. W: 25th IEEE International Conference on Environment and Electrical Engineering and 2025 IEEE Industrial and Commercial Power Systems Europe : (EEEIC 2025 & I&CPS) : 15-18 July 2025, Chania, Crete-Greece : conference proceedings / eds. Zbigniew Leonowicz, Erika Stracqualursi and Michał Jasiński. Danvers, MA : IEEE, cop. 2025. s. 1-5. ISBN: 979-8-3315-9516-6; 979-8-3315-9515-9
Zasoby:DOIURL
6
Artykuł
2025
Kalsoom Bano Vishnu S Suresh Przemysław Janik
Comparative analysis of deep learning approaches for short-term solar PV power prediction = Analiza porównawcza metod głębokiego uczenia dla krótkookresowego prognozowania mocy instalacji. Przegląd Elektrotechniczny. 2025, R. 101, nr 10, s. 259-267. ISSN: 0033-2097; 2449-9544
Zasoby:DOILista MNiSWOpen Access
7
Artykuł
2025
Fachrizal F Aksan Anna M Pawlica Vishnu S Suresh Przemysław Janik
A comparative study of machine learning models for pv energy prediction in an energy community. Energies. 2025, vol. 18, nr 22, art. 5980, s. 1-17. ISSN: 1996-1073
Zasoby:DOISFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
8
Artykuł
2025
Vishnu S Suresh
Benchmarking transformer variants for hour-ahead PV Forecasting: PatchTST with adaptive conformal inference. Energies. 2025, vol. 18, nr 18, art. 5000, s. 1-26. ISSN: 1996-1073
Zasoby:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
9
Artykuł
2025
Vishnu S Suresh Anshuman Swain, Josep M Guerrero,
Mamba based adaptive conformal inference for probabilistic short-term load forecasting. Knowledge-Based Systems. 2025, vol. 328, art. 114222, s. 1-14. ISSN: 0950-7051; 1872-7409
Zasoby:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
10
Artykuł
2025
Keerthana Sivamayilvelan, Elakkiya Rajasekar, Santhi Balachandran, Vishnu S Suresh
Building explainable artificial intelligence for reinforcement learning based debt collection recommender system using large language models. Engineering Applications of Artificial Intelligence. 2025, vol. 159, part A, art. 111622, s. 1-13. ISSN: 0952-1976; 1873-6769
Zasoby:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSW
11
Artykuł
2025
Fachrizal F Aksan Vishnu S Suresh Przemysław Janik
PV generation prediction using multilayer perceptron and data clustering for energy management support. Energies. 2025, vol. 18, nr 6, art. 1378, s. 1-16. ISSN: 1996-1073
Zasoby:DOISFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
12
Artykuł
2025
Anushalini Thiyagarajan, Vishnu S Suresh
A deep learning model using transformer network and expert optimizer for an hour ahead wind power forecasting. IEEE Access. 2025, vol. 13, s. 33935-33955. ISSN: 2169-3536
Zasoby:DOIURLSFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access
13
Artykuł
2024
Fachrizal F Aksan Vishnu S Suresh Przemysław Janik
Optimal capacity and charging scheduling of battery storage through forecasting of photovoltaic power production and electric vehicle charging demand with deep learning models. Energies. 2024, vol. 17, nr 11, art. 2718, s. 1-22. ISSN: 1996-1073
Zasoby:DOISFXImpact FactorLista FiladelfijskaLista MNiSWOpen Access

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