INESC TEC
INESC TEC
INESC TEC
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INESC TEC

Industrial Engineering and Management

About Centre

The Centre for Industrial Engineering and Management (CEGI) is internationally recognised in the fields of decision science, optimisation, operations management and service engineering. The mission is to support organisations and communities in decision-making by harnessing the power of data to develop robust and sustainable solutions to complex problems. Research at CEGI focuses on real-world challenges like transport planning, supply chain management, healthcare service networks, industrial operations optimisation, disaster response and recovery, and the impact assessment of public policies. By resorting to Artificial Intelligence, data science and mathematical modelling, CEGI aims to understand system behaviours, improve process efficiency, increase organisational resilience, and anticipate the effects of decisions in uncertain contexts. CEGI operates across critical sectors including mobility, healthcare, retail, industry, energy, and services, focusing on digital transition and sustainability. We collaborate with academia, companies, municipal authorities, hospitals, and regulators, transforming scientific knowledge into applied solutions. We believe that evidence-based management is key to tackling the challenges of a constantly changing world.

Team Members

Team Leaders
Maria Antónia da Silva Lopes e Carravilla
Maria Antónia da Silva Lopes e Carravilla

Maria Antónia Carravilla @ FEUP

Maria Antónia Carravilla is a teacher at Faculdade de Engenharia da Universidade do Porto (FEUP) since 1985, visiting professor at Universidade de São Paulo (USP), teacher at Porto Business School in the Executive and Magellan MBA's, and a researcher at INESC-TEC since 1990.

Maria Antónia is the Director of the Doctoral Program in Engineering and Industrial Management (PRODEGI @ FEUP) since 2016.

Maria Antónia Carravilla has been responsible for several R&D contracts with industry, services and public administration. These contracts resulted in reports and decision support systems that proved to be very useful tools for these organizations, leading to long-lasting collaborations with FEUP. The pure research contracts were mainly founded by FCT and are mainly related with the application of constraint programming to the resolution of nesting problems. The R&D contracts and the research contracts were the basis for the theses of several PhD students.

Maria Antónia Carravilla has been a member of the Executive Committee of FEUP for 9 years as Pro-Dean for management and control. She was the Director of the Financial Services and head of the Management Office of FEUP for 7 years. She has been responsible for the Jupiter Project that managed the move of FEUP to the new premises in 2000. She has also been responsible for the projects that resulted in the implementation in FEUP of workflows related with the Financial Services. Within the management office of FEUP she led studies related with indicators for higher education institutions and supervised a masters thesis on sustainability indicators for higher education institutions.

As a teacher at FEUP, Maria Antónia Carravilla has been responsible for several courses related with Operations Research, Operations Management and Logistics that were taught at the BSc, MSc and PhD levels. She has supervised MSc students whose theses were developed in academia as well as in industry.

Maria Antónia Carravilla received in 2009, the first time it has been awarded, FEUP’s Award for Pedagogical Excellence that aims to award the best teacher of FEUP for the past 5 years.

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António Henrique Mendes de Almeida
António Henrique Mendes de Almeida

António Almeida holds a Ph.D. in Engineering and Industrial Management from the Faculty of Engineering, University of Porto (FEUP). During his doctoral studies, he specialized in developing innovative AI-based methods for performance management and control in complex industrial environments. In the meantime, he worked as a Business Analyst at Sonae and as a Principal Product Manager at Farfetch, focusing on IT solutions related to logistics and supply chain.


Currently, he is the Coordinator of the Center for Engineering and Industrial Management (CEGI) at INESC TEC, where he oversees a portfolio of European and national research projects focused on twin transition, digital transformation, and sustainability. In parallel, he is a Visiting Adjunct Professor at the Faculty of Engineering, University of Porto, and at the Instituto Superior de Engenharia, teaching in the fields of Engineering and Industrial Management and Mechanical Engineering, respectively.

Selected Publications

A comprehensive review of the literature on continuous improvement approaches in food services management

Monteiro, C;Rocha, A;Miguélis, V;Afonso, C;

2024

INTERNATIONAL JOURNAL OF HOSPITALITY MANAGEMENT

A Systematic Review on Responsible Multimodal Sentiment Analysis in Marketing Applications

César, I;Pereira, I;Rodrigues, F;Miguéis, VL;Nicola, S;Madureira, A;Reis, JL;Dos Santos, JPM;De Oliveira, DA;

2024

IEEE ACCESS

Predicting demand for new products in fashion retailing using censored data

Sousa, MS;Loureiro, ALD;Miguéis, VL;

2025

EXPERT SYSTEMS WITH APPLICATIONS

Understanding the impact of COVID-19 on mobility behavior of public transport passengers: the case of Metropolitan Area of Porto

Ferreira, MC;Fernandes, H;Sobral, T;Dias, TG;

2024

European Transport Research Review

See more publications

Supervised theses

Root cause analysis in semiconductor manufacturing: a propositional vs. relational approach

Eduardo Luís de Meireles e Oliveira

UP-FEUP

Root cause analysis in semiconductor manufacturing: a propositional vs. relational approach

Eduardo Luís de Meireles e Oliveira

UP-FEUP

Understanding the customer engagement and the value co-creation with Smart Energy Services

Luisa de Souza Gonçalves

UP-FEUP

Towards solving a robust and sustainable Vehicle Routing Problem with Backhauls

Maria João Martins dos Santos

UP-FEUP

See more supervised theses

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