Joaquín Izquierdo

Prof. Joaquín Izquierdo

Institute for Multidisciplinary Mathematics
orcid

Research Focus & Metrics

Academic Career Length

32Years (1995-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 June 2010 in Journal of Hydrology
Verified
Journal Article
Closed access
Manuel HerreraManuel Herrera
Manuel Herrera
Luís TorgoLuís Torgo
Luís Torgo
Joaquín IzquierdoJoaquín Izquierdo
Joaquín Izquierdo
RPRafael Pérez-García
Rafael Pérez-García

1 August 2018 in Journal of Water Resources Planning and Management
Verified
Journal Article
Open access
RTRiccardo Taormina
Riccardo Taormina
SGStefano Galelli
Stefano Galelli
NTNils Ole Tippenhauer
Nils Ole Tippenhauer
Elad SalomonsElad Salomons
Elad Salomons
AOAvi Ostfeld
Avi Ostfeld
ZOZiv Ohar
Ziv Ohar
The BATtle of the Attack Detection ALgorithms (BATADAL) is the most recent competition on planning and management of water networks undertaken within the Water Distribution Systems Analysis Symposium. The goal of the battle was to compare the performance of algorithms for the detection of cyber-physical attacks, whose frequency has increased in the last few years along with the adoption of smart water technologies. The design challenge was set for the C-Town network, a real-world, medium-sized water distribution system operated through programmable logic controllers and a supervisory control and data acquisition (SCADA) system. Participants were provided with data sets containing (simulated) SCADA observations, and challenged to design an attack detection algorithm. The effectiveness of all submitted algorithms was evaluated in terms of time-to-detection and classification accuracy. Seven teams participated in the battle and proposed a variety of successful approaches leveraging data analysis, model-based detection mechanisms, and rule checking. Results were presented at the Water Distribution Systems Analysis Symposium (World Environmental and Water Resources Congress) in Sacramento, California on May 21–25, 2017. This paper summarizes the BATADAL problem, proposed algorithms, results, and future research directions.

1 January 2018 in Reliability Engineering & System Safety
Verified
Journal Article
Open access
Silvia CarpitellaSilvia Carpitella
Silvia Carpitella
ACAntonella Certa
Antonella Certa
Joaquín IzquierdoJoaquín Izquierdo
Joaquín Izquierdo
CFConcetta Manuela La Fata
Concetta Manuela La Fata

1 January 2017 in Journal of Computational and Applied Mathematics
Verified
Journal Article
Closed access
Bruno BrentanBruno Brentan
Bruno Brentan
EJEdevar Luvizotto Jr.
Edevar Luvizotto Jr.
Manuel HerreraManuel Herrera
Manuel Herrera
Joaquín IzquierdoJoaquín Izquierdo
Joaquín Izquierdo
RPRafael Pérez-García
Rafael Pérez-García

1 August 2008 in Computers & Mathematics with Applications
Verified
Journal Article
Closed access
IMIdel Montalvo
Idel Montalvo
Joaquín IzquierdoJoaquín Izquierdo
Joaquín Izquierdo
RPRafael Pérez
Rafael Pérez
MTMichael M. Tung
Michael M. Tung

8 March 2020 in Processes
Verified
Journal Article
Open access
PDF file
Manuel HerreraManuel Herrera
Manuel Herrera
Marco Perez HernandezMarco Perez Hernandez
Marco Perez Hernandez
Ajith Kumar ParlikadAjith Kumar Parlikad
Ajith Kumar Parlikad
Joaquín IzquierdoJoaquín Izquierdo
Joaquín Izquierdo
Systems engineering is an ubiquitous discipline of Engineering overlapping industrial, chemical, mechanical, manufacturing, control, software, electrical, and civil engineering. It provides tools for dealing with the complexity and dynamics related to the optimisation of physical, natural, and virtual systems management. This paper presents a review of how multi-agent systems and complex networks theory are brought together to address systems engineering and management problems. The review also encompasses current and future research directions both for theoretical fundamentals and applications in the industry. This is made by considering trends such as mesoscale, multiscale, and multilayer networks along with the state-of-art analysis on network dynamics and intelligent networks. Critical and smart infrastructure, manufacturing processes, and supply chain networks are instances of research topics for which this literature review is highly relevant.