Access content directly

Andrea Michiorri

Andrea MICHIORRI Enseignant Chercheur Mines Paris, PSL University Centre for processes, renewable energy and energy systems (PERSEE) 06904 Sophia Antipolis, France
83%
Open access
71
Documents
Current affiliations
  • 214579
Researcher identifiers
Contact

Presentation

Andrea Michiorri received his Eng. degree in Mechanical Engineering with a specialization in Energy at the University of Rome ‘La Sapienza’ in 2005. He then obtained a PhD from the University of Durham in 2010 with a dissertation on the thermal state estimation of power system components, research awarded at the 2010 UK IET Engineering Awards. He is currently an associate professor at Center for Processes, Renewable Energies and Energy Systems (PERSEE) of MINES-ParisTech in Sophia Antipolis, France, working on the integration of renewable resources and distributed generators into the power system, with a particular attention to the aspects of decision making under uncertainty.

Publications

Image document

Stochastic Economic Model Predictive Control for Trading Energy and Ancillary Services with Storage

Luca Santosuosso , Simon Camal , Francesco Liberati , Alessandro Di Giorgio , Andrea Michiorri
Sustainable Energy, Grids and Networks, 2024, pp.101373. ⟨10.1016/j.segan.2024.101373⟩
Journal articles hal-03641708v1
Image document

Towards Resilient Energy Forecasting: A Robust Optimization Approach

Akylas Stratigakos , Panagiotis Andrianesis , Andrea Michiorri , Georges Kariniotakis
IEEE Transactions on Smart Grid, 2023, pp.1-1. ⟨10.1109/TSG.2023.3272379⟩
Journal articles hal-03792191v3
Image document

Integrating Thermal Properties and Degradation Modelling of Batteries into the Scheduling of Hybrid Power Plants with Photovoltaics

Alberto Vazquez-Rodriguez , Andrea Michiorri , Georges Kariniotakis
Journal of Energy Storage, 2023, 73 (Part A), pp.108782. ⟨10.1016/j.est.2023.108782⟩
Journal articles hal-04192269v1
Image document

Prescriptive Trees for Integrated Forecasting and Optimization Applied in Trading of Renewable Energy

Akylas Stratigakos , Simon Camal , Andrea Michiorri , Georges Kariniotakis
IEEE Transactions on Power Systems, 2022, ⟨10.1109/TPWRS.2022.3152667⟩
Journal articles hal-03330017v3
Image document

Reliable Provision of Ancillary Services from Aggregated Variable Renewable Energy Sources through Forecasting of Extreme Quantiles

Simon Camal , Andrea Michiorri , George Kariniotakis
IEEE Transactions on Power Systems, 2022, pp.1-15. ⟨10.1109/TPWRS.2022.3198839⟩
Journal articles hal-03759187v2
Image document

Topic Taxonomy and Metadata to Support Renewable Energy Digitalisation

Andrea Michiorri , Anna Maria Sempreviva , Paula Pérez-López , Sean Philipp , Alain Ferriere
Energies, 2022, 15 (24), pp.9531. ⟨10.3390/en15249531⟩
Journal articles hal-03908567v1
Image document

Extreme Quantiles Dynamic Line Rating Forecasts and Application on Network Operation

Romain Dupin , Laura Cavalcante , Ricardo Bessa , Georges Kariniotakis , Andrea Michiorri
Energies, 2020, 13 (12), pp.3090. ⟨10.3390/en13123090⟩
Journal articles hal-02889892v1
Image document

Overhead lines Dynamic Line rating based on probabilistic day-ahead forecasting and risk assessment

Romain Dupin , George Kariniotakis , Andrea Michiorri
International Journal of Electrical Power & Energy Systems, 2019, 110, pp.565-578. ⟨10.1016/j.ijepes.2019.03.043⟩
Journal articles hal-02085660v1

Day-Ahead and Intraday Forecasts of the Dynamic Line Rating for Buried Cables

Antonio Bracale , Pierluigi Caramia , Pasquale de Falco , Andrea Michiorri , Angela Russo
IEEE Access, 2019, 7, pp.4709-4725
Journal articles hal-02016877v1
Image document

Optimal Participation of Residential Aggregators in Energy and Local Flexibility Markets

Carlos Adrian Correa-Florez , Andrea Michiorri , George Kariniotakis
IEEE Transactions on Smart Grid, 2019, pp.1-14. ⟨10.1109/TSG.2019.2941687⟩
Journal articles hal-02314162v1
Image document

Comparative Analysis of Adjustable Robust Optimization Alternatives for the Participation of Aggregated Residential Prosumers in Electricity Markets

Adrian Carlos Correa-Florez , Andrea Michiorri , Georges Kariniotakis
Energies, 2019, Special Issue: "Digital Solutions for Energy Management and Power Generation", 12 (6), pp.1-27. ⟨10.3390/en12061019⟩
Journal articles hal-02069010v1
Image document

Scenario generation of aggregated Wind, Photovoltaics and small Hydro production for power systems applications

Simon Camal , Fei Teng , Andrea Michiorri , Georges Kariniotakis , L Badesa
Applied Energy, 2019, Volume 242, pp.1396-1406. ⟨10.1016/j.apenergy.2019.03.112⟩
Journal articles hal-02081282v1
Image document

Incorporating flexibility options into distribution grid reinforcement planning: A techno-economic framework approach

Sergey Klyapovskiy , Shi You , Andrea Michiorri , Georges Kariniotakis , Henrik W Bindner
Applied Energy, 2019, 254, pp.113662. ⟨10.1016/j.apenergy.2019.113662⟩
Journal articles hal-02280731v1
Image document

Optimal Dynamic Line Rating Forecasts Selection Based on Ampacity Probabilistic Forecasting and Network Operators' Risk Aversion

Romain Dupin , Andrea Michiorri , Georges Kariniotakis
IEEE Transactions on Power Systems, inPress, pp.1-1. ⟨10.1109/TPWRS.2018.2889973⟩
Journal articles hal-01998856v1
Image document

Understanding the Benefits of Dynamic Line Rating under Multiple Sources of Uncertainty

Fei Teng , Romain Dupin , Andrea Michiorri , Georges Kariniotakis , Yanfei Chen
IEEE Transactions on Power Systems, 2018, 33 (3), pp.3306 - 3314. ⟨10.1109/TPWRS.2017.2786470⟩
Journal articles hal-01686328v1
Image document

Robust optimization for day-ahead market participation of smart-home aggregators

Carlos Adrian Correa-Florez , Andrea Michiorri , Georges Kariniotakis
Applied Energy, 2018, 229, pp.433-445. ⟨10.1016/j.apenergy.2018.07.120⟩
Journal articles hal-01862545v1
Image document

Optimal Offer of Automatic Frequency Restoration Reserve from a Combined PV/Wind Virtual Power Plant

Simon Camal , Andrea Michiorri , Georges Kariniotakis
IEEE Transactions on Power Systems, 2018, 33 (6), pp.6155 - 6170. ⟨10.1109/TPWRS.2018.2847239⟩
Journal articles hal-01816576v1
Image document

Stochastic operation of home energy management systems including battery cycling

Carlos Adrian Correa Florez , Alexis Gerossier , Andrea Michiorri , Georges Kariniotakis
Applied Energy, 2018, 225, pp.1205-1218. ⟨10.1016/j.apenergy.2018.04.130⟩
Journal articles hal-01809270v1
Image document

Storage sizing for grid connected hybrid wind and storage power plants taking into account forecast errors autocorrelation

Andrea Michiorri , Jesus Lugaro , Nils Siebert , Robin Girard , Georges Kariniotakis
Renewable Energy, 2018, 117, pp.380-392. ⟨10.1016/j.renene.2017.10.070⟩
Journal articles hal-01626067v1
Image document

Forecasting for dynamic line rating

Andrea Michiorri , Huu-Minh Nguyen , Stefano Alessandrini , John Bjørnar Bremnes , Silke Dierer
Renewable and Sustainable Energy Reviews, 2015, 52, pp.1713-1730. ⟨10.1016/j.rser.2015.07.134⟩
Journal articles hal-01199238v1
Image document

Coordinated output control of multiple distributed generation schemes

S C E Jupe , P C Taylor , Andrea Michiorri
IET Renewable Power Generation, 2010
Journal articles hal-01848967v1
Image document

Investigation into the influence of environmental conditions on power system ratings

Andrea Michiorri , P. C. Taylor , S. C. E. Jupe , C. J. Berry
Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy, 2009, 223 (7), pp.743-757. ⟨10.1243/09576509JPE718⟩
Journal articles hal-01848969v1
Image document

An Evaluation of Distributed Generation Constrained Connection Managers

Samuel Jupe , Philip Taylor , Andrea Michiorri , Christopher Berry
IET Renewable Power Generation, 2008, 334, pp.2408
Journal articles hal-01848964v1
Image document

Economic Model Predictive Control for the Energy Management Problem of a Virtual Power Plant Including Resources at Different Voltage Levels

Luca Santosuosso , Simon Camal , Alessandro Di Giorgio , Francesco Liberati , Andrea Michiorri
27th International Conference & Exhibition on Electricity Distribution (CIRED 2023), Jun 2023, Rome, Italy. pp.2044 - 2048, ⟨10.1049/icp.2023.1160⟩
Conference papers hal-04210514v1

Prescriptive Trees for Integrated Forecasting and Optimization Applied in Trading of Renewable Energy

Akylas Stratigakos , Simon Camal , Andrea Michiorri , Georges Kariniotakis
17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, Jun 2022, Manchester - Online, United Kingdom
Conference papers hal-03718662v1

Integrating text analysis in electricity load forecasting: initial findings from UK

Yun Bai , Andrea Michiorri , Simon Camal
42nd International Symposium on Forecasting, Jul 2022, Oxford, United Kingdom
Conference papers hal-03727324v1

Advanced Model Predictive Control Strategies for the Provision of Energy and Ancillary Services by Wind Farms Coupled with Storage

Luca Santosuosso , George Kariniotakis , Alessandro Di Giorgio , Francesco Liberati , Simon Camal
WindEurope Technology Workshop 2022, WindEurope, Jun 2022, Bruxelles, Belgium
Conference papers hal-03710704v1

Making Energy Forecasting Resilient to Missing Features: a Robust Optimization Approach

Akylas Stratigakos , Panagiotis Andrianesis , Andrea Michiorri , Georges Kariniotakis
42nd International Symposium on Forecasting, Jul 2022, Oxford, United Kingdom
Conference papers hal-03718668v1
Image document

A Value-Oriented Price Forecasting Approach to Optimize Trading of Renewable Generation

Akylas Stratigakos , Andrea Michiorri , Georges Kariniotakis
2021 IEEE Madrid PowerTech, IEEE, Jun 2021, Madrid, Spain
Conference papers hal-03208575v1
Image document

IMPACT OF TRANSFORMER AND CABLE AGING ON DISTRIBUTION LOCATIONAL MARGINAL COSTS IN ACTIVE DISTRIBUTION NETWORKS

Panagiotis Andrianesis , Andrea Michiorri , Georges Kariniotakis , Michael Caramanis
CIRED 2021 Conference, Sep 2021, Online, France. ⟨10.1049/icp.2021.1735⟩
Conference papers hal-03407221v1

Forecast trajectories for the production of a renewable virtual power plant able to provide ancillary services

Simon Camal , Andrea Michiorri , Georges Kariniotakis
https://www.egu2020.eu/, European Geophysical Union (EGU), May 2020, (On-lines ), Austria. ⟨10.5194/egusphere-egu2020-19081⟩
Conference papers hal-02887066v1
Image document

Optimal hybrid PV-battery residential system management and sizing taking into account battery thermal behaviour and ageing

Andrea Michiorri , Giovanni Lupaldi , Davide Bertelli
CIRED 2020 Workshop, Sep 2020, Berlin (On Line), Germany. pp.186-189, ⟨10.1049/oap-cired.2021.0302⟩
Conference papers hal-02960474v1
Image document

Distributed energy storage aggregation, quantitative evaluation of replicability and scalability

Andrea Michiorri
2019 IEEE Milan PowerTech, Jun 2019, Milan, Italy. pp.1-5, ⟨10.1109/PTC.2019.8810868⟩
Conference papers hal-02437100v1

Ancillary services from a renewable-sourced virtual power plant: the REstable project

Andrea Michiorri , Simon Camal , Georges Kariniotakis
6th International Conference Energy & Meteorology, WEMC - World Energy and Meteorology Council, Jun 2019, Copenhaguen, Denmark
Conference papers hal-02177556v1
Image document

Forecasting Extremes of Aggregated Production from a RES Virtual Power Plant

Simon Camal , Andrea Michiorri , Georges Kariniotakis
Proceedings of the Wind Energy Science Conference 2019, EAWE - European Academy of Wind Energy, Jun 2019, Cork, Ireland
Conference papers hal-02158589v1

Probabilistic forecasting and bidding strategy of ancillary services for aggregated renewable power plants

Simon Camal , Andrea Michiorri , Georges Kariniotakis
6th International Conference Energy & Meteorology, WEMC - World Energy and Meteorology Council, Jun 2019, Copenhaguen, Denmark
Conference papers hal-02177537v1
Image document

Day-Ahead Management of Smart Homes Considering Uncertainty and Grid Flexibilities

Carlos Adrian Correa-Florez , Andrea Michiorri , Alexis Gerossier , Georges Kariniotakis
11th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion, MEDPOWER 2018, Nov 2018, Dubrovnik (Cavtat), Croatia
Conference papers hal-01948634v1
Image document

Demand Side Management in a Rural Area

Pedro Castro , Gisela Mendes , Clara Gouveia , Ricardo André , Alexandre Neto
CIRED Workshop, CIREC, Jun 2018, Ljubljana, Slovenia. Paper 0513
Conference papers hal-01813262v1
Image document

Short-term Forecast of Automatic Frequency Restoration Reserve from a Renewable Energy Based Virtual Power Plant

Simon Camal , Andrea Michiorri , Georges Kariniotakis , Andreas Liebelt
The 7th IEEE International Conference on Innovative Smart Grid Technologies - ISGT Europe 2017, IEEE Power & Energy Society (PES), Sep 2017, Torino, Italy. pp.1-6, ⟨10.1109/ISGTEurope.2017.8260311⟩
Conference papers hal-01615232v1
Image document

Probabilistic Day-Ahead Forecasting of Household Electricity Demand

Alexis Gerossier , Robin Girard , Georges Kariniotakis , Andrea Michiorri
CIRED 2017 - 24th International Conference on Electricity Distribution, Jun 2017, Glasgow, United Kingdom. pp.2500 - 2504, ⟨10.1049/oap-cired.2017.0625⟩
Conference papers hal-01518373v1

Energy Services Bridging the Gap Between Residential Flexibility and Energy Markets

Ricardo Mendes André , Gisela Mendes , Alexandre Neto , Pedro Castro , Andre Madureira
CIRED 2017 - 24th International Conference on Electricity Distribution, Jun 2017, Glasgow, United Kingdom
Conference papers hal-01524702v1
Image document

Optimal Scheduling of Storage Devices in Smart Buildings Including Battery Cycling

Carlos Adrian Correa Florez , Alexis Gerossier , Andrea Michiorri , Georges Kariniotakis
12th IEEE Power and Energy Society PowerTech Conference - PowerTech, Jun 2017, Manchester, United Kingdom. ⟨10.1109/PTC.2017.7981199⟩
Conference papers hal-01520365v1
Image document

Residential Electrical and Thermal Storage Optimisation in a Market Environment

Carlos Adrian Correa Florez , Alexis Gerossier , Andrea Michiorri , Robin Girard , Georges Kariniotakis
CIRED 2017 - 24th International Conference on Electricity Distribution, Jun 2017, Glasgow, United Kingdom. pp.1967 - 1970, ⟨10.1049/oap-cired.2017.1086⟩
Conference papers hal-01518380v1

Scalable computational framework using intelligent optimization: Microgrids dispatch and electricity market joint simulation

João Soares , Tiago Pinto , Filipe Sousa , Nuno Borges , Zita Vale
20th IFAC World Congress, International Federation of Automatic Control, Jul 2017, Toulouse, France. pp.3362-3367, ⟨10.1016/j.ifacol.2017.08.525⟩
Conference papers hal-04084538v1
Image document

Fractal Grid – Towards the Future Smart Grid

Nicolas Retière , Giovanni Muratore , Georges Kariniotakis , Andrea Michiorri , Pierre Frankhauser
CIRED 2017 - 24th International Conference on Electricity Distribution, Jun 2017, Glascow, United Kingdom. pp.1236
Conference papers hal-01518413v1
Image document

Dynamic line rating day-ahead forecasts - cost benefit based selection of the optimal quantile

Romain Dupin , Andrea Michiorri , Georges Kariniotakis
CIRED 2016 workshop - Electrical networks for society and people , CIREC - Centre International de Recherche sur l’Environnement et le Développement, Jun 2016, Helsinki, Finland
Conference papers hal-01398440v1
Image document

Customers’ flexibility valued in market and regulated environment

Ricardo Mendes André , Gisela Mendes , Tuukka Rautiainen , Eduardo Jiménez , Carlos Varandas
CIRED 2016 workshop - Electrical networks for society and people , CIREC - Centre International de Recherche sur l’Environnement et le Développement, Jun 2016, Helsinki, Finland
Conference papers hal-01398445v1
Image document

Assessment of probabilistic PV production forecasts performance in an operational context

Alexis Bocquet , Andrea Michiorri , Arthur Bossavy , Robin Girard , Georges Kariniotakis
6th Solar Integration Workshop - International Workshop on Integration of Solar Power into Power Systems, Nov 2016, Vienna, Austria. pp.6 - ISBN 978-3-9816549-3-6
Conference papers hal-01409042v1

Dynamic Line Rating Forecasting and Evaluation

Romain Dupin , Andrea Michiorri , Georges Kariniotakis
EWEA Technology Workshop, Wind Power Forecasting 2015, European Wind Energy Association, Oct 2015, Leuven, Belgium
Conference papers hal-01220999v1
Image document

Coordinated control of dispersed battery energy storage systems for services to network operators

Guillaume Foggia , Alexandre Neto , Andrea Michiorri , Alexis Bocquet
23rd International Conference on Electricity Distribution - CIRED 2015, Jun 2015, Lyon, France
Conference papers hal-01168569v1
Image document

An aggregator for distributed energy storage units under multiple constraints in the nice grid demonstrator

Andrea Michiorri , Georges Kariniotakis , Fiona Foucault
CIRED Workshop 2014 - Grid operation and congestion management, Jun 2014, Rome, Italy
Conference papers hal-01016026v1
Image document

The Nice Grid project : Using Distributed Energy Resources to Reduce Power Demand through Advanced Network Management

Guillaume Foggia , M. Muscholl , Jean-Christophe Passelergue , P. Gambier-Morel , Cyril Vuillecard
2014 CIGRE Session, Aug 2014, Paris, France
Conference papers hal-01112769v1
Image document

Impact of PV forecasts uncertainty on batteries management in microgrids

Andrea Michiorri , Arthur Bossavy , Georges Kariniotakis , Robin Girard
PowerTech 2013 - Towards carbon free society through smarter grids, Jun 2013, Grenoble, France. pp.1-6 - Article number 13881974 - ISBN 978-1-4673-5667-1, ⟨10.1109/PTC.2013.6652254⟩
Conference papers hal-00870552v1
Image document

The impact of available data history on the performance of photovoltaïc generation forecasting models

Arthur Bossavy , Andrea Michiorri , Robin Girard , Georges Kariniotakis
22nd International Conference on Electricity Distribution - CIRED 2013, Jun 2013, Stockholm, Sweden. 4 p. - ISBN 978-1-84919-732-8, ⟨10.1049/cp.2013.0971⟩
Conference papers hal-00870576v1
Image document

The value of schedule update frequency on distributed energy storage performance in renewable energy integration

Andrea Michiorri , Arthur Bossavy , Georges Kariniotakis , Robin Girard
The 4th IEEE/PES European Innovative Smart Grid Technologies (ISGT), International Conference and Exibition, Oct 2013, Copenhagen, Denmark. 5 p., ⟨10.1109/ISGTEurope.2013.6695299⟩
Conference papers hal-00870566v1

A model to make probabilistic forecasts of PV production from a plan-oriented parameterization of solar irradiance

Arthur Bossavy , Robin Girard , Andrea Michiorri , Georges Kariniotakis
2nd International Conference Energy & Meteorology - Weather & Climate for the Energy Industry, ICEM 2013, Jun 2013, Toulouse, France
Conference papers hal-00870581v1
Image document

A local energy management system for solar integration and improved security of supply: The Nice Grid project

Andrea Michiorri , Robin Girard , Georges Kariniotakis , Christophe Lebossé , Sandrine Albou
3rd IEEE PES International Conference and Exhibition on Innovative Smart Grid Technologies (ISGT Europe), Dec 2012, Berlin, Germany. 6 p. - ISBN 978146732597, ⟨10.1109/ISGTEurope.2012.6465667⟩
Conference papers hal-00804442v1
Image document

Advanced load modelling techniques for state estimation on distribution networks with multiple distributed generators

Weicong Kong , David W. Wang , Colin Foote , Graham Ault , Andrea Michiorri
17th Power Systems Computation Conference, Aug 2011, Stockholm, Sweden
Conference papers hal-01441892v1
Image document

FORECASTING REAL-TIME RATINGS FOR ELECTRICITY DISTRIBUTION NETWORKS USING WEATHER FORECAST DATA

Andrea Michiorri , Philip C Taylor
20 th International Conference on Electricity Distribution, Jun 2009, Prague, Czech Republic. pp.8 - 11
Conference papers hal-01848958v1
Image document

DYNAMIC THERMAL RATING FOR INCREASING NETWORK CAPACITY AND DELAYING NETWORK REINFORCEMENTS

Dave Roberts , Philip Taylor , Andrea Michiorri
CIRED Seminar 2008: SmartGrids for Distribution, Jun 2009, Prague, France
Conference papers hal-01848959v1
Image document

Active Management of MV and LV Distribution Networks

P C Taylor , S C E Jupe , P F Lyons , Andrea Michiorri , P Trichakis
CIGRE NGN - Power System Networks for the 21st Century and Beyond, Aug 2009, Paris, France
Conference papers hal-01848955v1

Dynamic line rating forecasting

Romain Dupin , Andrea Michiorri
Renewable Energy Forecasting: From Models to Applications , Elsevier - Woodhead Publishing, Chapter 13 - p. 325-339, 2017, Woodhead Publishing Series in Energy, 978-0-0810-0504-0 ⟨10.1016/B978-0-08-100504-0.00013-5⟩
Book sections hal-01544738v1
Image document

Increasing the energy yield of generation from new and renewable energy resources

Samuel C. E. Jupe , Andrea Michiorri , Philip C. Taylor
Thomas Hammons. Renewable Energy, IntechOpen, pp.37-62, 2009, 978-953-7619-52-7. ⟨10.5772/7379⟩
Book sections hal-01848950v1
Image document

Modélisation et prise de décision pour le système électrique

Andrea Michiorri
Energie électrique. UNIVERSITE GRENOBLE ALPES, École Doctorale EEATS (Electronique, Electrotechnique, Automatique et Traitement du signal), 2021
Habilitation à diriger des recherches tel-03536025v1