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Research Output

  • 9 Article
  • 2 Conference contribution
  • 2 Conference article
  • 1 Dissertation (TU Delft)
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Article
2020

A generalizable and sensor-independent deep learning method for fault detection and location in low-voltage distribution grids

Sapountzoglou, N., Lago, J., De Schutter, B. & Raison, B., 2020, In : Applied Energy. 276, 22 p., 115299.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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8 Downloads (Pure)

Effect of market design on strategic bidding behavior: Model-based analysis of European electricity balancing markets

Poplavskaya, K., Lago, J. & de Vries, L., 2020, In : Applied Energy. 270, 115130.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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24 Downloads (Pure)

Fault diagnosis in low voltage smart distribution grids using gradient boosting trees

Sapountzoglou, N., Lago, J. & Raison, B., 2020, In : Electric Power Systems Research. 182, 12 p., 106254.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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3 Citations (Scopus)
29 Downloads (Pure)
2019

A 1-dimensional continuous and smooth model for thermally stratified storage tanks including mixing and buoyancy

Lago, J., De Ridder, F., Mazairac, W. & De Schutter, B., 2019, In : Applied Energy. 248, p. 640-655

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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2 Citations (Scopus)
71 Downloads (Pure)
2018

Forecasting day-ahead electricity prices in Europe: The importance of considering market integration

Lago Garcia, J., De Ridder, F., Vrancx, P. & De Schutter, B., 2018, In : Applied Energy. 211, p. 890-903

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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73 Citations (Scopus)
7 Downloads (Pure)

Forecasting spot electricity prices: Deep learning approaches and empirical comparison of traditional algorithms

Lago Garcia, J., De Ridder, F. & De Schutter, B., 2018, In : Applied Energy. 221, p. 386-405

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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136 Citations (Scopus)
213 Downloads (Pure)

Short-term forecasting of solar irradiance without local telemetry: A generalized model using satellite data

Lago Garcia, J., De Brabandere, K., De Ridder, F. & De Schutter, B., 2018, In : Solar Energy. 173, p. 566-577

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
16 Citations (Scopus)
2 Downloads (Pure)

Thermal load forecasting in district heating networks using deep learning and advanced feature selection methods

Suryanarayana, G., Lago Garcia, J., Geysen, D., Aleksiejuk, P. & Johansson, C., 2018, In : Energy. 157, p. 141-149

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
36 Citations (Scopus)
2 Downloads (Pure)

Warping model predictive control for application in control of a real airborne wind energy system

Lago, J., Erhard, M. & Diehl, M., 2018, In : Control Engineering Practice. 78, p. 65-78

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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2 Citations (Scopus)
2 Downloads (Pure)