- ML-assistant for human operators in processing power system alarm data, Panel Session in 2023 IEEE PES General Meeting "Application of Big Data and AI/ML in monitoring, operations, planning and protection", Orlando, USA, 16-20 July 2023. [slides]
- Federated learning for predictive management of low voltage grids, Panel Session in 2023 IEEE PES General Meeting "Big data for enhanced grid performance with considerations of data barriers and privacy", Orlando, USA, 16-20 July 2023. [slides]
- Keynote in International Ruhr Energy (INREC 2022), Decision-making in energy markets under uncertainty: human-in-the-loop
- Vertical integration of energy use cases in the system-of-systems digital twin, ENLIT 2022, Frankfurt, Germany, 28-30 November 2022.
- Preventing definition of flexibility actions for solving technical problems in electrical grids using uncertainty forecasts, PMAPS 2022 Special Session -- Smart4RES, Manchester, UK, 12-15 June 2022. [slides]
- Challenges to build communities of edge AI in power grids, NSF-Sponsored Joint US-European Workshop 2022 "Grid at the Edge: towards the zero-carbon power grid with improved visibility, safety and reliability", Split, Croatia, 23-24 May 2022.
- Grid and Market Hub -- A pathway to the digital energy system of the future, International SAP Conference for Utilities 2021, 20 May 2021. [slides]
- Network operation tools enabling the use of flexibility, ISGAN Academy -- New business models for distribution grid stakeholders under high penetration of DER, 19 May 2020. [video]
- Data Science in Sustainable Energy Systems, Data Science Portugal Meetup, Porto, Portugal, 4 March 2020.
- Probabilistic forecasting of renewable energy in decision-aid problems under risk, Tutorial: Managing uncertainties in power system operation (organized by Andrea Pitto, Ricerca sul Sistema Energetico RSE S.p.A.), 13th IEEE PowerTech 2019, Milano, Italy, 23-27 June 2019. [slides]
- Energy Analytics for Smart Grids and Flexibility Management, European Utility Week, Hub Programme (Consumption Data as Driver for New Business Models), Vienna, Austria, 7 November, 2018.
- Feature engineering to improve time series forecasting, EES-UETP Course on Advanced Data Analytics for Energy Systems, Porto, 3-5 September 2018. [Slides]
- Energy Analytics for the Smart Grid Ecosystem. From Intelligent Energy Solutions to Disruptive Business Models, EU Sustainable Energy Week 2018 (EUSEW18), Lisbon, 27 June 2018. [Slides]
- Distributed PV Forecasting and Data Marketplace in an Era of Data Privacy Concerns. ESIG 2018 Forecasting Workshop - Applying Meteorology in Power System Planning and Operations, St. Paul, MN, USA, 19-21 June 2018.
- A rede de distribuição e os seus desafios para uma economia mais limpa, segura e inovadora. Labora and III China-Portugal Energy R&D Seminar 2017, Cascais, Portugal, 30 October 2017.
- The Role of HPC in the Energy Sector Digitalization, Workshop on HPC for Energy applications, Brussels, June 15, 2017. Energy oriented Centre of Excellence in computing applications (EoCoE).
- Knowledge Extraction from Weather Prediction Models to Improve Renewable Energy Forecasting Skill, 2nd Wind Power Big Data and IoT Forum, Amsterdam, Netherlands, 30-31 March 2017.
- Wind Power Forecasting with Geographically Distributed Information, Wind Power Big Data and IoT Forum, Berlin, Germany, 19-20 October 2016.
- Remuneration of storage in electricity markets (including ancillary services), "Energy Storage - from technologies to grids and electricity markets", Workshop Organized by EDP, Porto, Portugal, 4 July 2014.
- Forecasts in decision making processes, Workshop - "Renewable Energies Forecasting - State of the art \& challenges for the future" organized by the COST Action ES1002 WIRE (Weather Intelligence for Renewable Energies), Paris, France, 22 October 2014.
- Integration of Renewable Energy Forecasts in Decision-aid Tools, Fórum Labora 2014, Cascais, Portugal, 16 October 2014.
- REserviceS EU Project, "Economic grid support from variable renewables. Frequency and voltage support at high shares of wind and solar PV at the Iberian peninsula," (REserviceS Regional Workshop - panel session about Grid support services in transmission and distribution networks at the Iberian peninsula), Madrid, Spain, 8 October 2013.
- Forecasting techniques applied to wind and solar power production, UPorto's ECE Back To Basics Colloquium, 10th Edition, Porto, Portugal, 16 Oct. 2013. [slides]
- Renewable energy forecasting and integration of forecasts in power system operation, International Congress of System Operation and Energy Markets, COSMER CIER 2013, Medellín, Colombia, 23-25 September 2013.
- Wind Power Forecasting Algorithms and Application, Statistics Seminar, Toulouse School of Economics, Toulouse, December 13, 2011. [slides]
- Solutions for reserves estimation, (Demonstration at REN) and Congestion and voltage violation detection using localized wind power forecasts(Demonstration at REN), Anemos.plus workshop, Towards Smart Integration of Wind Generation, 29 June 2011, Paris, France. [link to proceedings]
- Electric vehicles aggregation agents: a business opportunity, E3 Forum - Education, Employment and Entrepreneurship (International Conference of the MIT Portugal Doctoral Program), Lisbon, Portugal, 28 June 2012. [slides]
- On the use of probabilistic forecasts in power system operations: a demonstration for REN, IEA Wind Task 25 - Design and Operation of Power Systems with Large Ammounts of Wind Power, Lisbon, 20-21 of September 2011.
- Robust reserve setting tool, Fuzzy power flow for power system security assessment, Wind-hydro coordination for participating the electricity market, workshop about wind power forecasting and decision-aid tools for managing the power system, ANEMOS.plus project, REN, Lisbon, 23 March 2011.