Department of Engineering / Profiles / Dr Manuel Herrera

Department of Engineering

Dr Manuel Herrera

amh226

Manuel Herrera

Senior Research Associate in Distributed Intelligent Systems

Academic Division: Manufacturing and Management

Research group: Manufacturing Systems

Telephone: TBC

Email: amh226@eng.cam.ac.uk

Personal website

Publications


Research interests

Manuel’s research interests lie in developing predictive analytics, complex networks and graph signal processing methods to implement innovative solutions for a smart and resilient critical infrastructure. His latest work deals with AI-enabled management and maintenance of the UK national infrastructure. This is the case of his participation in granted projects on telecommunication systems, urban water, and 5G ports. 

Strategic themes

Energy, transport and urban infrastructure

Urban analytics for infrastructure management (water, energy, telecommunications, transport).

Complex, resilient and intelligent systems

Complexity science, predictive analytics, and graph signal processing for critical infrastructure protection.

Biography

Manuel Herrera is a fellow of the Royal Statistical Society. He is also a member of the Complex Systems Society, the International Water Association, and the International Association of Critical Infrastructure Protection Professionals. In 2011, Manuel successfully completed his PhD in Hydraulic Engineering at the Universitat Politècnica de València (Spain). For his PhD, he developed a methodology based on semi-supervised learning procedures, including spectral graph theory and agent-based systems, for an efficient management of urban water networks.

After obtaining his PhD degree, Manuel did postdoctoral work at various institutions: Université Libre de Bruxelles (Belgium), Imperial College London (UK), and University of Bath (UK). His work focused on development of multidisciplinary optimization for computational mechanics, big data technologies for smart water networks, and statistical learning approaches for the built environment. In September 2018, Manuel joined the Distributed Information and Automation Laboratory - DIAL - at the Institute for Manufacturing at the University of Cambridge (UK), as a Research Associate in Distributed Intelligent Systems; becoming a Senior Research Associate in October 2021. At DIAL, Manuel works for the Asset Management research group, where he explores novel methodologies for risk and resilience assessment of critical infrastructures within a framework of predictive analytics, complex networks, and graph signal processing. Currently, Manuel is the recipient of the Frank Hansford-Miller Fellowship 2021, awarded by the WA Branch of the Statistical Society of Australia.

Department role and responsibilities