María Carmen Ruiz Abellón

  • Teaching area: Estadística e Investigación Operativa
  • Statistical data science / Applied statistics / Time series and spatial modelling

María Carmen Ruiz Abellón




  • EMAIL

  • Teaching area: Estadística e Investigación Operativa
  • Statistical data science / Applied statistics / Time series and spatial modelling
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About

María Carmen Ruiz Abellón

Assessment of teaching: number of five-year periods assessed positively: 4
Assessment of research: number of six-year periods assessed positively: 3
Assessment of transfer: number of six-year periods assessed positively: 1

María Carmen Ruiz-Abellón received her Ph.D (with distinction) and M.Sc degrees in Mathematics from the University of Murcia (Spain) in 2002 and 1998, respectively. Since October 1999, she has been with the Department of Applied Mathematics and Statistics, Universidad Politécnica de Cartagena, Spain.

Since 2007, she has collaborated in studies related to the analysis of time series (prices and loads) in Energy Markets. Her main research lines include the analysis of time series, models for load forecasting (long, medium and short term), machine learning and clustering, which are key techniques to develop suitable Demand Response programs. In 2011, she started her collaboration in the field of entropy measurements and their applications in time series. At the same time, she has collaborated with researchers of other fields such as computing, medicine or the environment, which have led to several research articles.

In the last ten years, she has participated in 7 competitive research projects (responsible researcher in 1 of them) and 7 R&D contracts (responsible researcher in 5 of them) with different companies, utilities and business associations. Since her beginnings as a researcher in 2000, she has published 27 papers in JCR journals, which have been cited in 323 documents (Scopus April 2022), she has participated in the organization of 2 congresses and she has presented more than 30 communications to national and international conferences.


Office Hours

Location
Day
Schedule
HOSPITAL de MARINA, Floor 0, Office B030
Las tutorías se realizarán online a través de Teams. Los estudiantes interesados en realizar una tutoría deberán contactar con la profesora mediante correo electrónico para acordar día y hora.
Monday
16:00 — 20:00
HOSPITAL de MARINA, Floor 0, Office B030
Las tutorías se realizarán online a través de Teams. Los estudiantes interesados en realizar una tutoría deberán contactar con la profesora mediante correo electrónico para acordar día y hora.
Wednesday
12:00 — 14:00

Teaching

Course
Degree
Type
Duration
ECTS
OPERATION RESEARCH
Master's Degree in Industrial Organisation
Type
B
Duration
1Q
ECTS
4.5
APPLIED STATISTICS
Degree of Naval Architecture and Marine Engineering
Type
BS
Duration
1Q
ECTS
6
FUNDAMENTALS OF PROBABILITY AND EXPLORATORY DATA ANALYSIS
Degree in Data Science and Engineering
Type
BS
Duration
2Q
ECTS
6

Abbreviation list

  • BS: Basic course
  • B: Required course
  • O: Elective course
  • A: Year-long
  • 1Q: 1st half
  • 2Q: 2st half

Projects

Date
Title
12/2022 — 11/2024

Agregación, Conexión, Evaluación y Predicción de Recursos Energéticos Distribuidos en Mercados y Servicios

Ref: TED2021-129722B-C32
I.P.: Antonio Gabaldón Marín / María Carmen Ruiz Abellón
Financial Entity: Agencia Estatal de Investigación . Fondo Unión Europea NextGenerationEU
01/2020 — 12/2023

Diseño y evaluación de sensores y metodologías para la obtención de indicadores de estrés hídrico de la planta y la gestión automática del riego deficitario

Ref: PID2019-106226RB-C22
I.P.: Roque Torres Sánchez / Rafael Domingo Miguel
Financial Entity: Agencia Estatal de Investigación
12/2016 — 12/2020

Desarrollo de la Respuesta Agregada de la Demanda mediante Modelos Imbricados: aplicación en los sectores residenciales y comerciales.

Ref: ENE2016-78509-C3-2-P
I.P.: Antonio Gabaldón Marín / María Carmen Ruiz Abellón
Financial Entity: Ministerio de Economía y Competitividad. Fondo Europeo de Desarrollo Regional (FEDER)
01/2014 — 12/2016

Herramientas de análisis para la evaluación y gestión de la participación de la Respuesta de la Demanda en la provisión de Servicios Complementarios en Sistemas Eléctricos

Ref: ENE2013-48574-C2-2-P
I.P.: Antonio Gabaldón Marín
Financial Entity: Ministerio de Economía y Competitividad. Fondo Europeo de Desarrollo Regional (FEDER)
12/2010 — 12/2013

Herramientas y políticas eficientes de Respuesta de la Demanda en Mercados Eléctricos: agregación, gestión, previsión y planificación

Ref: ENE2010-20495-C02-02
I.P.: Antonio Gabaldón Marín
Financial Entity: Ministerio de Ciencia e Innovación. Fondo Europeo de Desarrollo Regional (FEDER)
10/2007 — 09/2010

Desarrollo de herramientas avanzadas de agregación, evaluación, gestión simulación de Recursos Energéticos distribuidos y de demanda en mercados eléctricos liberalizados

Ref: ENE2007-67771-C02-02
I.P.: Antonio Gabaldón Marín
Financial Entity: Ministerio de Educación y Ciencia

Contracts

Date
Title
09/2019 — 07/2020

Análisis y optimización de pretratamientos de pajas de cereal

Ref: 5970/19MAE
I.P.: María Carmen Ruiz Abellón
06/2019 — 10/2019

Desarrollo de una utilidad informática para la detección automática de contadores parados

Ref: 5890/19MAE
I.P.: María Carmen Ruiz Abellón
01/2018 — 11/2018

Investigación, diseño y desarrollo de técnicas de aprendizaje automático para desarrollar un sistema de soporte a la decisión inteligente para aplicaciones de agricultura de precisión

Ref: 5246/18MAE
I.P.: Antonio Guillamón Frutos

Publications

Year
Type
Title
2022
Journal ar

Using a Low-Cost Components e-Nose for Basic Detection of Different Foodstuffs

ISSN: 15581748 1530437X

IEEE Sensors Journal

Journal ar

Prediction of Water Stress Episodes in Fruit Trees Based on Soil and Weather Time Series Data

ISSN: 20734395

Agronomy

2020
Journal ar

A Decision Support System for Irrigation Management: Analysis and Implementation of Different Learning Techniques

ISSN: 2073-4441

Water

2019
Journal ar

Integration of demand response and short-term forecasting for the management of prosumers' demand and generation

ISSN: 19961073

Energies

Journal ar

Using Permutations for Hierarchical Clustering of Time Series

ISSN: 1099-4300

ENTROPY (MDPI)

2018
Journal ar

Integration of demand response and photovoltaic resources in residential segments

ISSN: 2071-1050

Sustainability (MDPI)

Journal ar

Load Forecasting for a Campus University Using Ensemble Methods Based on Regression Trees

ISSN: 1996-1073

Energies (MDPI)

Journal ar

Analysis of airborne Olea pollen in Cartagena (Spain)

ISSN: 18791026 00489697

Science of the Total Environment

Journal ar

Integration of Methodologies for the Evaluation of Offer Curves in Energy and Capacity Markets through Energy Efficiency and Demand Response

ISSN: 2071-1050

Sustainability (MDPI)

2016
Journal ar

Dependency-Aware Clustering of Time Series and Its Application on Energy Markets

ISSN: 1996-1073

Energies

Journal ar

Effectiveness and Safety of Bivalirudin During Percutaneous Coronary Intervention in Acute Coronary Syndrome in the Real World: CARTAGOMAX Study

José Domingo Cascón / José Abellán Huerta / José Antonio Giner Caro / Derek Dau Villareal / R Marmol-Lozano / Leticia Jaulent Huertas / Yaiza Bonilla Pacheco / María Carmen Ruiz Abellón / F Pico-Aracil / Juan Antonio Castillo Moreno

ISSN: 0160-2446

Journal of Cardiovascular Pharmacology

2013
Journal ar

ISSN: 0868-4952

INFORMATICA

Journal ar

Alternative forecasting techniques that reduce the bullwhip effect in a supply chain: a simulation study

ISSN: 0353-5320

Promet- Traffic & Transportation

Journal ar

Characteristics of culprit atheromatous plaques obtained in vivo by intravascular ultrasound radiofrequency analysis: Results from the CULPLAC study

José Domingo Cascón / Jm de la Torre-Hernandez / María Carmen Ruiz Abellón / M Martinez-Pascual / R Marmol-Lozano / J Lopez-Candel / P Cano / C Fernandez / Jl Ramos / M Villegas / F Pico-Aracil

ISSN: 0002-8703

American Heart Journal.

2012
Journal ar

A New Approach to Measure Volatility in Energy Markets

ISSN: 1099-4300

Entropy

2011
Journal ar

METHODOLOGY FOR OBTAINING ELECTRICITY-PRICE PATTERNS IN CUSTOMER RESPONSE PROGRAMS

Antonio Gabaldón Marín / Antonio Guillamón Frutos / María Carmen Ruiz Abellón / Sergio Valero Verdu / Mario Ortiz García / Carolina Senabre Blanes / Carlos Alvarez Bel

ISSN: 1934-8975

JOURNAL OF ENERGY AND POWER ENGIENEERING

Journal ar

Using permutations to detect dependence between time series

ISSN: 0167-2789

Physica D

Journal ar

Using permutations to find structural changes in time series

ISSN: 0219-4775

Fluctuation and Noise Letters

2010
Journal ar

Development of a Methodology for clustering Electricity-Price series to improve Customer Response Initiatives

Antonio Gabaldón Marín / Antonio Guillamón Frutos / María Carmen Ruiz Abellón / Sergio Valero Verdu / Mario Ortiz García / Carlos Alvarez Bel / Carolina Senabre Blanes

ISSN: ISSN 1751-8687

IET Gener. Transm. Distrib.

2009
Journal ar

GENERALIZED MIXTURES IN RELIABILITY MODELLING: APPLICATIONS TO THE CONSTRUCTION OF BATHTUB SHAPED HAZARD MODELS AND THE STUDY OF SYSTEMS

ISSN: 1524-1904

APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY

2003
Journal ar

A note on Closure of the ILR and DLR classes under formation of Coherent Systems

Manuel Franco Nicolás / María Carmen Ruiz Abellón / José María Ruiz Gómez

ISSN: 0932-5026

Statistical Paper

Journal ar

Multivariate properties of random vectors of order statistics

Félix Belzunce Torregrosa / José María Ruiz Gómez / María Carmen Ruiz Abellón

ISSN: 0378-3758

Journal of Statistical Planning and Inference

2002
Journal ar

ON PRESERVATION OF SOME SHIFTED AND PROPORTIONAL ORDERS BY SYSTEMS

Felix Belzunce Torregrosa / Jose Maria Ruiz Gomez / María Carmen Ruiz Abellón

ISSN: 0167-7152/02

STATISTICS & PROBABILITY LETTERS

2001
Journal ar

A new metric based on ARMA models: Aplication to speech signals

ISSN: 0393-1110

Revista Italiana di Acustica

Journal ar

Aging Classes Based on the ICV and ICX Orders

Manuel Franco Nicolas / J.M. Ruiz / María Carmen Ruiz Abellón

ISSN: 0873-4275

Rivista Italiana di Acustica

Journal ar

Preservation of Some Stochastic Orders

Manuel Franco Nicolas / J.M. Ruiz / María Carmen Ruiz Abellón

ISSN: 0873-4275

Revista de EStadística. Stadistical Review

Journal ar

Using simbolic dymamic and change-point to isolate transition between vowel and consonant phonemes in connected speech

ISSN: 0393-1110

Rivista Italiana di Acustica

Journal ar

STOCHASTIC ORDERINGS BETWEEN SPACINGS OF GENERALIZED ORDER STATISTICS

Manuel Franco Nicolas / Jose Maria Ruiz Gomez / María Carmen Ruiz Abellón

ISSN: 0269-9648/02

PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES

2000
Journal ar

On partial orderings between coherent systems with different structures

María Carmen Ruiz Abellón / Manuel Franco Nicolas / Felix Belzunce Torregrosa / José M. Ruiz González

Probability in the Engineering and Informational Sciences