Publications

2021

17.

Lago, Jesus; Poplavskaya, Ksenia; Suryanarayana, Gowri; De Schutter, Bart

A market framework for grid balancing support through imbalances trading Journal Article

Renewable and Sustainable Energy Reviews, 137 , pp. 110467, 2021.

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16.

De Jaeger, Ina ; Lago, Jesus; Saelens., Dirk

A probabilistic building characterization method for district energy simulations Journal Article

Energy and Buildings, 230 , pp. 110566, 2021.

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2020

15.

Sapountzoglou, Nikolaos; Lago, Jesus; De Schutter, Bart ; Raison, Bertrand

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

Applied Energy, 276 , pp. 115299, 2020.

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14.

Lago, Jesus

Incentivizing renewables and reducing grid imbalances through market interaction: A forecasting and control approach PhD Thesis

Delft University of Technology, 2020, ISBN: 978-94-6402-444-9.

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13.

Lago, Jesus; Suryanarayana, Gowri; Sogancioglu, Ecem; Schutter, Bart De

Optimal Control Strategies for Seasonal Thermal Energy Storage Systems with Market Interaction Journal Article

IEEE Transactions on Control Systems Technology, pp. Early Access, 2020.

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12.

Poplavskaya, Ksenia; Lago, Jesus; De Vries, Laurens

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

Applied Energy, 270 , pp. 115130, 2020.

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11.

Sapountzoglou, Nikolaos; Lago, Jesus; Raison, Bertrand

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

Electric Power Systems Research, 182 , 2020, ISSN: 0378-7796.

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2019

10.

Lago, Jesus; De Ridder, Fjo ; Mazairac, Wiet; De Schutter, Bart

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

Applied Energy, 248 , pp. 640–655, 2019.

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9.

Lago, Jesus; Sogancioglu, Ecem; Suryanarayana, Gowri; De Ridder, Fjo ; De Schutter, Bart

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

Proceedings of the IFAC Workshop on Control of Smart Grid and Renewable Energy Systems, 2019.

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8.

De Jaeger, Ina ; Lago, Jesus; Saelens., Dirk

A probabilistic approach to allocate building parameters within district energy simulations Conference

Proceedings of the Urban Energy Simulation Conference, 2019.

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7.

Pippia, Tomas; Lago, Jesus; De Coninck, Roel ; Sijs, Joris; De Schutter, Bart

Scenario-based Model Predictive Control Approach for Heating Systems in an Office Building Conference

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, IEEE, 2019.

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2018

6.

Lago, Jesus; Ridder, Fjo De; Vrancx, Peter; Schutter, Bart De

Forecasting day-ahead electricity prices in Europe: Ŧhe importance of considering market integration Journal Article

Applied Energy, 211 , pp. 890–903, 2018, ISSN: 0306-2619.

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5.

Lago, Jesus; Brabandere, Karel De; Ridder, Fjo De; Schutter, Bart De

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

Solar Energy, 173 , pp. 566–577, 2018.

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4.

Lago, Jesus; Brabandere, Karel De; Ridder, Fjo De; Schutter, Bart De

A generalized model for short-term forecasting of solar irradiance Conference

Proceedings of the 2018 IEEE Conference on Decision and Control, IEEE, 2018.

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3.

Lago, Jesus; Erhard, Michael; Diehl, Moritz

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

Control Engineering Practice, 78 , pp. 65 - 78, 2018, ISSN: 0967-0661.

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2.

Lago, Jesus; Ridder, Fjo De; Schutter, Bart De

Forecasting spot electricity prices: Đeep learning approaches and empirical comparison of traditional algorithms Journal Article

Applied Energy, 221 , pp. 386–405, 2018.

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1.

Suryanarayana, Gowri; Lago, Jesus; Geysen, Davy; Aleksiejuk, Piotr; Johansson, Christian

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

Energy, 157 , pp. 141–149, 2018.

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