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Research Output

  • 9 Article
  • 2 Conference contribution
  • 2 Conference article
  • 1 Dissertation (TU Delft)
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
File
3 Citations (Scopus)
29 Downloads (Pure)
Open Access
File
4 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
File
2 Citations (Scopus)
71 Downloads (Pure)

Building day-ahead bidding functions for seasonal storage systems: A reinforcement learning approach

Lago, J., Sogancioglu, E., Suryanarayana, G., Ridder, F. D. & Schutter, B. D., 2019, In : IFAC-PapersOnLine. 52, 4, p. 488-493

Research output: Contribution to journalConference articleScientificpeer-review

Open Access
File
1 Citation (Scopus)
16 Downloads (Pure)
2018

A generalized model for short-term forecasting of solar irradiance

Lago Garcia, J., De Brabandere, K., De Ridder, F. & De Schutter, B., 2018, Proceedings of the 57th IEEE Conference on Decision and Control (CDC 2018). Piscataway, NJ, USA: IEEE, p. 3165-3170

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
3 Downloads (Pure)

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
File
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
File
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
File
2 Citations (Scopus)
2 Downloads (Pure)
2017

From consumption to prosumption - Operational cost optimization for refrigeration system with heat waste recovery

Minko, T., Lago, J., Bendtsen, J. D., Wisniewski, R. & Izadi-Zamanabadi, R., 2017, IFAC-PpersOnLine: Proceedings 20th IFAC World Congress. Dochain, D., Henrion, D. & Peaucelle, D. (eds.). Laxenburg, Austria: Elsevier, Vol. 50-1. p. 11257-11262 (IFAC-PapersOnLine; vol. 50, no. 1).

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
19 Downloads (Pure)

Warping NMPC for online generation and tracking of optimal trajectories

Lago Garcia, J., Erhard, M. & Diehl, M., 2017, In : IFAC-PapersOnLine. 50, 1, p. 13252-13257

Research output: Contribution to journalConference articleScientificpeer-review

Open Access
File
1 Citation (Scopus)
8 Downloads (Pure)