José Ricardo Andrade

José Andrade obtained an M.Sc. degree in Electrical and Computer Engineering from the Faculty of Engineering of the University of Porto (FEUP), Portugal, in 2016. He currently works as a researcher at the Centre for Power and Energy Systems at INESC TEC, where he actively contributes to conceptualizing, developing, and integrating multiple forecasting and decision support systems in various areas of the energy sector. He has participated in several national and international projects involving high TRL technology, such as the European Projects H2020 Integrid, H2020 Smart4RES, H2020 InterConnect, HorizonEU Enershare, and HorizonEU GreenDatAI. His research interests include energy analytics, renewable energy and electricity price forecasting, data markets, and natural language processing, applied to different challenges in the energy sector.

Domains

Power and Energy Systems Power and Energy Systems

Projects

InteGrid

The InteGrid project aims to test on the field innovative solutions of smart grids based on three pillars: flexible power consumption for domestic and industrial consumers, energy storage systems and forecasts for the production of renewable energy and consumption. InteGrid will install five smart grid demonstrators - 3 in Portugal, one in Sweden and one in Slovenia. INESC TEC is the technical coordinator of this project.

Demonstration of INTElligent grid technologies for renewables INTEgration and INTEractive consumer participation enabling INTEroperable market solutions and INTErconnected stakeholders

SOLAR4DR

Development of short-term (72 hours ahead) solar power forecasting algorithms for buldings.

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Publications

Uncertainty-Aware Procurement of Flexibilities for Electrical Grid Operational Planning

Bessa, RJ;Moaidi, F;Viana, J;Andrade, JR;

2024

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY

Easing Predictors Selection in Electricity Price Forecasting with Deep Learning Techniques

Silva, AR;Fidalgo, JN;Andrade, JR;

2023

2023 19TH INTERNATIONAL CONFERENCE ON THE EUROPEAN ENERGY MARKET, EEM

ML-Assistant for human operators to solve faults and classify events complexity in electrical grids

Campos, V;Andrad, JR;Bessa, RJ;Gouveia, C;

2022

13th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MEDPOWER 2022)

Data-Driven Anomaly Detection and Event Log Profiling of SCADA Alarms

Andrade, JR;Rocha, C;Silva, R;Viana, JP;Bessa, RJ;Gouveia, C;Almeida, B;Santos, RJ;Louro, M;Santos, PM;Ribeiro, AF;

2022

IEEE ACCESS

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Supervised theses

Avaliação da Viabilidade do Reconhecimento da Expressão Facial na Avaliação da Fadiga Muscular na Reabilitação Física do Membro Superior

SORAIA DANIELA TABORDA MOREIRA

M - 2024

IPP-ISEP

Centres

Power and Energy Systems

INESC TEC’s main actor in the energy field is the Centre for Power and Energy Systems (CPES), which falls within the Cluster Energy Systems. We at CPES are internationally recognised for our expertise in the integration of renewable energy in power systems, distributed generation, storage, smart grids and areas traditionally associated with the planning and operation of power systems. The high level of expertise developed has allowed our experts at CPES to take on key roles in important EU projects as part of the successive framework programmes that led to notable scientific and technical advances with considerable impact on industry. This has led to contracts for development and consultancy with companies manufacturing equipment and with generation, transmission and distribution companies, regulators, government agencies and investors in Europe, South America, the United States of America and Africa. At CPES, we address the following main research areas: Decision Making, Optimisation and Computational Intelligence, Forecasting, Static and Dynamic analysis of Energy Grids, Reliability, Power Electronics.