Personal information

Keywords

Mot brake tester, tire presure, load forecasting, Self Organizing Maps, AI, Neural Networks

Activities

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Employment (1)

Universidad Miguel Hernadez: Elche, Alicante, ES

2001-09-10 to present | Phd Professor (Mechanical Engienring)
Employment
Source: Self-asserted source
Carolina Senabre

Education and qualifications (2)

Universida Miguel Hernández: Elche, Alicnate, ES

2008-04-13 to 2012-01-14 | PhD (Mechanical Enginering)
Education
Source: Self-asserted source
Carolina Senabre

Universidad Politecnica de Valencia: Alcoy, Alicante, ES

1993-09-11 to 1998-09-20 | Mechanical and organization enginering (Mechanical Enginering)
Education
Source: Self-asserted source
Carolina Senabre

Professional activities (5)

Mujeres Ingenieras: Elche, Alicante, ES

Founder
Membership
Source: Self-asserted source
Carolina Senabre

20º Congreso Internacional sobre sistemas y mercados eléctricos y gestión de la demanda: París, París, FR

2018-11-14 | Best paper award
Distinction
Source: Self-asserted source
Carolina Senabre

Congreso Internacional sobre Minería de Datos, Ingeniería Civil y Mecánica: Barcelona, Barcelona, ES

2016-09-02 | Best paper award (ICDMCME 2016)
Distinction
Source: Self-asserted source
Carolina Senabre

Congreso Internacional de Mecatrónica e Ingeniería Mecánica de Singapur: Singapur, SG

2015-09-15 | Best paper award
Distinction
Source: Self-asserted source
Carolina Senabre

Asociación española de Ingeniería Mecánica : Madrid, ES

2014-09-19 | Premio a la mejor tesis española en ingeniería mecánica en 2014
Distinction
Source: Self-asserted source
Carolina Senabre

Funding (3)

Grupos consolidables

2018-01 to 2019-12 | Grant
Conselleria de Cultura, Educación y Ciencia, Generalitat Valenciana (Elche, Alicante, ES)
Source: Self-asserted source
Carolina Senabre

Grupos emergentes

2015-08 to 2016-12 | Grant
Generalitat Valenciana (Valencia, Valencia, ES)
Part of GRANT_NUMBER: 0035
Source: Self-asserted source
Carolina Senabre

estancia en empresa

Grant
Generalitat Valenciana (Elche, Alicante, ES)
Source: Self-asserted source
Carolina Senabre

Works (42)

Automatic Selection of Temperature Variables for Short-Term Load Forecasting

Sustainability
2022-10 | Journal article | Author
DOI: 10.3390/su142013339
Contributors: Alfredo Candela Esclapez; Miguel Lopez; SERGIO VALERO; Carolina Senabre
Source: check_circle
Multidisciplinary Digital Publishing Institute

Reduction of Computational Burden and Accuracy Maximization in Short-Term Load Forecasting

Energies
2022-05 | Journal article | Author
DOI: 10.3390/en15103670
Contributors: Alfredo Candela Esclapez; Miguel Lopez; SERGIO VALERO; Carolina Senabre
Source: check_circle
Multidisciplinary Digital Publishing Institute

Energy sustainability: Macroeconomic indicators and productive sectors,La sostenibilidad energética: Indicadores macroeconómicos y sectores productivos

Dyna (Spain)
2020 | Journal article
DOI: 10.6036/9183
EID:

2-s2.0-85081544928

Part of ISBN:

19891490 00127361
Contributors: Martínez-Sentana, A.; Valero-Verdú, S.; Senabre-Blanes, C.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Use of Available Daylight to Improve Short-Term Load Forecasting Accuracy

Energies
2020-12 | Journal article | Author
DOI: 10.3390/en14010095
Contributors: Miguel López; Sergio Valero; Carlos Sans; Carolina Senabre
Source: check_circle
Multidisciplinary Digital Publishing Institute

Classification of special days in short-term load forecasting: The Spanish case study

Energies
2019 | Journal article
DOI: 10.3390/en12071253
EID:

2-s2.0-85065514827

Part of ISBN:

19961073
Contributors: López, M.; Sans, C.; Valero, S.; Senabre, C.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier
grade
Preferred source (of 2)‎

A hole in the vacuum hose of a vehicle provides lower differences in brake measurements by the ministry of transport brake testers rather than the characteristics of the tester used

Mechanika
2018 | Journal article
DOI: 10.5755/j01.mech.24.2.17752
EID:

2-s2.0-85046823864

Part of ISBN:

13921207
Contributors: Senabre, C.; Valero, S.; Velasco, E.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

A physically-based model of heat pump water heaters for demand respose policies: Evaluation and testing

2018 International Conference on Smart Energy Systems and Technologies, SEST 2018 - Proceedings
2018 | Conference paper
DOI: 10.1109/SEST.2018.8495703
EID:

2-s2.0-85056501801
Contributors: Gabaldon, A.; Valero-Verdu, S.; Garcia-Garre, A.; Senabre, C.; Alvarez-Bel, C.; Lopez, M.; Penalvo, E.; Sanchez, E.P.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Comparison of short-term load forecasting performance by neural network and autoregressive based models

International Conference on the European Energy Market, EEM
2018 | Conference paper
DOI: 10.1109/EEM.2018.8469797
EID:

2-s2.0-85055539074

Part of ISBN:

21654093 21654077
Contributors: Lopez, M.; Valero, S.; Sans, C.; Senabre, C.; Gabaldon, A.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Empirical comparison of neural network and auto-regressive models in short-term load forecasting

Energies
2018 | Journal article
DOI: 10.3390/en11082080
EID:

2-s2.0-85052823004

Part of ISBN:

19961073
Contributors: López, M.; Sans, C.; Valero, S.; Senabre, C.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Evaluation and integration of demand response and photovoltaic generation in institutional buildings

2018 International Conference on Smart Energy Systems and Technologies, SEST 2018 - Proceedings
2018 | Conference paper
DOI: 10.1109/SEST.2018.8495699
EID:

2-s2.0-85056523783
Contributors: Garcia-Garre, A.; Gabaldon, A.; Fernandez-Jimenez, L.A.; Alvarez-Bel, C.; Ramirez-Rosado, I.J.; Valero-Verdu, S.; Senabre, C.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

New online load forecasting system for the Spanish Transport System Operator

Electric Power Systems Research
2018 | Journal article
DOI: 10.1016/j.epsr.2017.09.003
EID:

2-s2.0-85029511531

Part of ISBN:

03787796
Contributors: López, M.; Valero, S.; Rodriguez, A.; Veiras, I.; Senabre, C.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Variability of braking force measurement in brake tests at MOT stations of Valencian Region,Variabilidad de resultados de medición de fuerza de frenado en los frenómetros de las estaciones de ITV de la Comunidad Valenciana

Dyna (Spain)
2018 | Journal article
DOI: 10.6036/8315
EID:

2-s2.0-85042523489

Part of ISBN:

19891490 00127361
Contributors: Senabre-Blanes, C.; Valero-Verdú, S.; Velasco-Sánchez, E.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Analysis of the influence of meteorological variables on real-time Short-Term Load Forecasting in Balearic Islands

2017 11th IEEE International Conference on Compatibility, Power Electronics and Power Engineering, CPE-POWERENG 2017
2017 | Conference paper
DOI: 10.1109/CPE.2017.7915137
EID:

2-s2.0-85019543611
Contributors: Lopez, M.; Valero, S.; Senabre, C.; Gabaldon, A.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Energy efficiency strategies to improve productivity and competitiveness of the eu countries

Renewable Energy and Power Quality Journal
2017 | Journal article
DOI: 10.24084/repqj15.514
EID:

2-s2.0-85073384634

Part of ISBN:

2172038X
Contributors: Martínez, A.; Valero, S.; Senabre, C.; Velasco, E.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Short-term load forecasting of multiregion systems using mixed effects models

International Conference on the European Energy Market, EEM
2017 | Conference paper
DOI: 10.1109/EEM.2017.7981957
EID:

2-s2.0-85027146065

Part of ISBN:

21654093 21654077
Contributors: Lopez, M.; Valero, S.; Senabre, C.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Sustainability as a paradigm of energy policy

Renewable Energy and Power Quality Journal
2016 | Journal article
DOI: 10.24084/repqj14.422
EID:

2-s2.0-85070937416

Part of ISBN:

2172038X
Contributors: Martinez, A.; Valero, S.; Senabre, C.; Velasco, E.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Comparing variability of parameters between roller bed brakes testers and dynamometric platform of ministry of transport facilities

MATEC Web of Conferences
2015 | Conference paper
DOI: 10.1051/matecconf/20153405004
EID:

2-s2.0-84976476803

Part of ISBN:

2261236X
Contributors: Senabre, C.; Valero, S.; Velasco, E.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Experimental analysis of the influence of toe angle in relation to tire pressure in the measurement of brake forces at Spanish Ministry of Transport test facilities

Journal of Testing and Evaluation
2015 | Journal article
DOI: 10.1520/JTE20130287
EID:

2-s2.0-84941202483

Part of ISBN:

00903973
Contributors: Senabre, C.; Velasco, E.; Valero, S.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Technical feasibility report on photovoltaic systems in housing,Informe técnico de viabilidad para instalaciones fotovoltaicas en viviendas

Dyna (Spain)
2015 | Journal article
EID:

2-s2.0-84942889308

Part of ISBN:

19891490 00127361
Contributors: Socorro-Picó, M.; Valero-Verdú, S.; Senabre-Blanes, C.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Trends in electricity prices and their relation to the competitiveness and efficiency in EU countries

Renewable Energy and Power Quality Journal
2015 | Journal article
DOI: 10.24084/repqj13.274
EID:

2-s2.0-85073320256

Part of ISBN:

2172038X
Contributors: Martínez, A.; Valero, S.; Velasco, E.; Senabre, C.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Energy intensity of the economy as a variable to measure the energy efficiency of a country: Comparison between european member states

Renewable Energy and Power Quality Journal
2014 | Journal article
DOI: 10.24084/repqj12.301
EID:

2-s2.0-85073334268

Part of ISBN:

2172038X
Contributors: Martínez, A.; Valero, S.; Velasco, E.; Senabre, C.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Short-term predictability of load series: Characterization of load data bases

IEEE Transactions on Power Systems
2013 | Journal article
DOI: 10.1109/TPWRS.2013.2250317
EID:

2-s2.0-84881022238

Part of ISBN:

08858950
Contributors: Lopez Garcia, M.; Valero, S.; Senabre, C.; Gabaldon Marin, A.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

"Self-organizing maps" for identification of tire model longitudinal braking parameters of a vehicle on a roller brake tester and on flat ground

Neural Computing and Applications
2012 | Journal article
DOI: 10.1007/s00521-011-0666-7
EID:

2-s2.0-84866440102

Part of ISBN:

09410643
Contributors: Senabre, C.; Velasco, E.; Valero, S.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Application of SOM neural networks to short-term load forecasting: The Spanish electricity market case study

Electric Power Systems Research
2012 | Journal article
DOI: 10.1016/j.epsr.2012.04.009
EID:

2-s2.0-84861469401

Part of ISBN:

03787796
Contributors: López, M.; Valero, S.; Senabre, C.; Aparicio, J.; Gabaldon, A.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Comparative analysis of brake data of vehicles on two different ministry of transport brake roller testers

Journal of Testing and Evaluation
2012 | Journal article
DOI: 10.1520/JTE104559
EID:

2-s2.0-84864122267

Part of ISBN:

00903973
Contributors: Senabre, C.; Velasco, E.; Valero, S.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Comparative analysis of vehicle brake data in the ministry of transport test on the roller brake tester and on flat ground

International Journal of Automotive Technology
2012 | Journal article
DOI: 10.1007/s12239-012-0072-x
EID:

2-s2.0-84864490389

Part of ISBN:

12299138
Contributors: Senabre, C.; Velasco, E.; Valero, S.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Short-term load forecasting: Revising how good we actually are

IEEE Power and Energy Society General Meeting
2012 | Conference paper
DOI: 10.1109/PESGM.2012.6345392
EID:

2-s2.0-84870603121

Part of ISBN:

19449925 19449933
Contributors: Lopez, M.; Valero, S.; Senabre, C.; Gabaldon, A.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Standardization of short-term load forecasting models

9th International Conference on the European Energy Market, EEM 12
2012 | Conference paper
DOI: 10.1109/EEM.2012.6254733
EID:

2-s2.0-84866786241
Contributors: López, M.; Valero, S.; Senabre, C.; Aparicio, J.; Gabaldon, A.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

A SOM neural network approach to load forecasting. Meteorological and time frame influence

International Conference on Power Engineering, Energy and Electrical Drives
2011 | Conference paper
DOI: 10.1109/PowerEng.2011.6036553
EID:

2-s2.0-82955175624

Part of ISBN:

21555516 21555532
Contributors: López, M.; Valero, S.; Senabre, C.; Aparicio, J.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Development of a model for short-term load forecasting with neural networks and its application to the electrical Spanish market

2011 8th International Conference on the European Energy Market, EEM 11
2011 | Conference paper
DOI: 10.1109/EEM.2011.5953031
EID:

2-s2.0-80052116663
Contributors: López, M.; Valero, S.; Senabre, C.; Aparicio, J.; Gabaldon, A.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Analysis of different testing parameters in self-organizing Maps for short-term load demand forecasting in Spain

Proceedings - International Symposium: Modern Electric Power Systems, MEPS'10
2010 | Conference paper
EID:

2-s2.0-80053098913
Contributors: Valero, S.; Aparicio, J.; Senabre, C.; Ortiz, M.; Sancho, J.; Gabaldon, A.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Comparative analysis of self organizing maps vs. multilayer perceptron neural networks for short-term load forecasting

Proceedings - International Symposium: Modern Electric Power Systems, MEPS'10
2010 | Conference paper
EID:

2-s2.0-80053095292
Contributors: Valero, S.; Aparicio, J.; Senabre, C.; Ortiz, M.; Sancho, J.; Gabaldon, A.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Development of a methodology for clustering electricity-price series to improve customer response initiatives

IET Generation, Transmission and Distribution
2010 | Journal article
DOI: 10.1049/iet-gtd.2009.0112
EID:

2-s2.0-77954003773

Part of ISBN:

17518687
Contributors: Gabaldón, A.; Guillamón, A.; Ruiz, M.C.; Valero, S.; Álvarez, C.; Ortiz, M.; Senabre, C.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

SOM for getting the brake formula of a vehicle on a brake tester and on flat ground

Advances in Intelligent and Soft Computing
2010 | Book
DOI: 10.1007/978-3-642-14883-5_52
EID:

2-s2.0-80053030389

Part of ISBN:

18675662
Contributors: Senabre, C.; Velasco, E.; Valero, S.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Using a self organizing map neural network for short-term load forecasting, analysis of different input data patterns

Advances in Intelligent and Soft Computing
2010 | Book
DOI: 10.1007/978-3-642-14883-5_51
EID:

2-s2.0-80053044293

Part of ISBN:

18675662
Contributors: Senabre, C.; Valero, S.; Aparicio, J.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Development of a methodology for improving the effectiveness of customer response policies through electricity-price patterns

IEEE Power and Energy Society 2008 General Meeting: Conversion and Delivery of Electrical Energy in the 21st Century, PES
2008 | Conference paper
DOI: 10.1109/PES.2008.4596125
EID:

2-s2.0-52349098706
Contributors: Gabaldón, A.; Guillamón, A.; Del Carmen Ruiz, M.; Valero, S.; Ortiz, M.; Senabre, C.; Alvarez, C.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Improved multilayer perceptron neural network input parameters for load forecasting

Proceedings of the 10th IASTED International Conference on Power and Energy Systems, PES 2008
2008 | Conference paper
EID:

2-s2.0-62449173086
Contributors: Senabre, C.; Valero, S.; Ortiz, M.; Gabaldón, A.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Methods for customer and demand response policies selection in new electricity markets

IET Generation, Transmission and Distribution
2007 | Journal article
DOI: 10.1049/iet-gtd:20060183
EID:

2-s2.0-77957814044

Part of ISBN:

17518687
Contributors: Valero, S.; Ortiz, M.; Senabre, C.; Alvarez, C.; Franco, F.J.G.; Gabaldón, A.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Classification, filtering, and identification of electrical customer load patterns through the use of self-organizing maps

IEEE Transactions on Power Systems
2006 | Journal article
DOI: 10.1109/TPWRS.2006.881133
EID:

2-s2.0-33847652936

Part of ISBN:

08858950
Contributors: Verdú, S.V.; García, M.O.; Senabre, C.; Marín, A.G.; Franco, F.J.G.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Application of self-organizing maps for classification and filtering of electrical customer load patterns

Series on Energy and Power Systems
2004 | Conference paper
EID:

2-s2.0-19944429376

Part of ISBN:

14827891
Contributors: Valero, S.; Ortiz, M.; Senabre, C.; Álvarez, C.; Franco, F.J.G.; Encinas, N.; Gabaldón, A.; Fuentes, J.A.; Ramírez-Rosado, I.J.; Fernández-Jiménez, L.A.
Source: Self-asserted source
Carolina Senabre via Scopus - Elsevier

Development of a methodology for improving the effectiveness of customer response policies through electricity-price patterns

Journal article
Source: Self-asserted source
Carolina Senabre

Short-term load forecasting: Revising how good we actually are

Journal article
Source: Self-asserted source
Carolina Senabre
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