selected publications
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academic article
- Daylight effect on the electricity demand in Spain and assessment of Daylight Saving Time policies. ENERGY POLICY. 11419. 2020
- Use of Available Daylight to Improve Short-Term Load Forecasting Accuracy. ENERGIES. 1-14. 2020
- Classification of Special Days in Short-Term Load Forecasting: The Spanish Case Study . ENERGIES. 1253-1283. 2019
- ANÁLISIS COMPARATIVO DE MODELOS DE REDES NEURONALES Y MODELOS AUTOREGRESIVOS PARA LA PREDICCION DE LA DEMANDA ELECTRICA. REVISTA DEL COLEGIO DE INGENIEROS TECNICOS INDUSTRIALES DE LA PROVINCIA DE ALICANTE. 1-10. 2018
- Empirical Comparison of Neural Network and Auto-Regressive Models in Short-Term Load Forecasting. ENERGIES. 1-19. 2018
- Analysis of the influence of meteorological variables on real-time Short-Term Load Forecasting in Balearic Islands. COMPATIBILITY, POWER ELECTRONICS AND POWER ENGINEERING . 10-15. 2017
- Modelos de predicción de la demanda electrica a corto plazo para zonas extrapeninsulares, mediante redes neuronales y modelos auto-regresivos.. REVISTA DEL COLEGIO DE INGENIEROS TECNICOS INDUSTRIALES DE LA PROVINCIA DE ALICANTE. 2-9. 2017
- New online load forecasting system for the Spanish Transport System Operator. ELECTRIC POWER SYSTEMS RESEARCH. 401-412. 2017
- Short-term load forecasting of multiregion systems using mixed effects models. INTERNATIONAL CONFERENCE ON THE EUROPEAN ENERGY MARKET. 1-5. 2017
- Simplification and evaluation of demand response by the use of statistical aggregated models. CIRED - OPEN ACCESS PROCEEDINGS JOURNAL . 2901-2905. 2017
- Desarrollo de una herramienta de diseño y cálculo de instalaciones eléctricas en baja tensión. REVISTA DEL COLEGIO DE INGENIEROS TECNICOS INDUSTRIALES DE LA PROVINCIA DE ALICANTE. 12-21. 2016
- SHORT-TERM LOAD FORECASTING: PROPOSAL FOR STANDARDIZATION. ELECTRICAL ENGINEERING ELECTRONIC JOURNAL. 1-6. 2013
- SHORT-TERM PREDICTABILITY OF LOAD SERIES: CHARACTERIZATION OF LOAD DATA BASES. IEEE TRANSACTIONS ON POWER SYSTEMS. 2466-2474. 2013
- APPLICATION OF SOM NEURAL NETWORKS TO SHORT-TERM LOAD FORECASTING: THE SPANISH ELECTRICITY MARKET CASE STUDY. ELECTRIC POWER SYSTEMS RESEARCH. 18-27. 2012
- Comparison of Electric Load Forecasting between Using SOM and MLP Neural Network. JOURNAL OF ENERGY AND POWER ENGINEERING. 411-417. 2012
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book
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chapter
- Analysis of the Influence of Meteorological Variables on Real-Time Short-Term Load Forescasting in Balearic Island. PROCEEDINGS OF THE 2017 11TH INTERNATIONAL CONFERENCE ON COMPABILITY, POWER ELECTRONICS AND POWER ENGINEERING. 10-15. 2017
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congress communication
- Load Forecasting in Short-Term including Meteorological Variables for Balearic Islands Paper. 1-6. 2019
- A Physically-Based Model of Heat Pump Water Heaters for Demand Respose Policies: Evaluation and Testing. 1-6. 2018
- ANALUSIS OF DIFFERENT CONFIGURATIONS FOR AN ACCURATE SHORT-TERM LOAD FORECASTING WITH A MULTILAYER PERCEPTRON NEURAL NETWORK. 579-583. 2018
- Comparison of Short-Term Load Forecasting Performance by Neural Network and Autoregressive Based Models. 1-6. 2018
- Mixed Effects Models for Short-Term Load Forecasting for the Spanish Regions: Castilla-Leon, Castilla-La Mancha and Andalucia. 183-190. 2018
- Analysis of the influence of meteorological variables on real-time Short-Term Load Forecasting in Balearic Islands. 1-694. 2017
- Short-Term Load Forecasting of Multiregion Systems Using Mixed Effects Models. 163-168. 2017
- Simplification and Evaluation of Demand Response by the use of Statistical Aggregated Models. 1-5. 2017
- A Methodology for the Design of Offer Curves in the Future Capacity Markets through Energy Efficiency 2015
- SHORT-TERM LOAD FORECASTING: PROPOSAL FOR STANDARDIZATION. 1-6. 2013
- STANDARDIZATION OF SHORT-TERM LOAD FORECASTING MODELS 2012
- Short-Term Load Forecasting: Revising How Good We Actually Are 2012
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thesis