Lorenzo Nespoli
Researcher at NCCR Automation- Claim this Profile
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Bio
Experience
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NCCR Automation
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Switzerland
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Research Services
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1 - 100 Employee
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Researcher
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Jan 2022 - Present
Development of neural controllers and neural simulators
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Hive Power
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Switzerland
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Electric Power Transmission, Control, and Distribution
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1 - 100 Employee
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Research Scientist, Cofounder
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Aug 2017 - Present
Development of data-efficient forecasts and decentralized control algorithms for the coordination of distributed controllable loads.
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University of Applied Sciences and Arts of Southern Switzerland
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Switzerland
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Higher Education
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700 & Above Employee
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Scientific Researcher
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Oct 2018 - Present
◦ Residential load and PV power forecasting: Development and evaluation of parametric and non-parametric forecasters for the multi step-ahead prediction of power consumption/production ◦ Distributed control algorithms: Development of distributed algorithms for the control of residential loads under uncertainty.
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Master Assistant
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Jun 2014 - Oct 2018
◦ Multiphysics systems modeling and simulation: Modeling and simulation of electro-thermal systems in Modelica and Python. The modeling activities included system identification of buildings thermal dynamics, modeling of heat pumps, boilers and heating system logic. ◦ PV and battery sizing: Optimal sizing of PV and electrical storage systems, sensitivity analysis on economic KPIs of relevant uncertain parameters. Development of algorithms for fast evaluation of investment economic… Show more ◦ Multiphysics systems modeling and simulation: Modeling and simulation of electro-thermal systems in Modelica and Python. The modeling activities included system identification of buildings thermal dynamics, modeling of heat pumps, boilers and heating system logic. ◦ PV and battery sizing: Optimal sizing of PV and electrical storage systems, sensitivity analysis on economic KPIs of relevant uncertain parameters. Development of algorithms for fast evaluation of investment economic feasibility.
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Redecam Group S.p.A.
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Italy
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Industrial Machinery Manufacturing
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1 - 100 Employee
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Internship process development
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Apr 2014 - May 2014
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Leopold-Franzens Universität Innsbruck
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Austria
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Higher Education
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700 & Above Employee
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Heat and mass transfer analyst
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Mar 2013 - Aug 2013
Innsbruck Heat and mass transfer analyst - study of thermal and concentration induced natural convection in porous media, applied to the study of innovative insulation materials.
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Education
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Ecole polytechnique fédérale de Lausanne
Doctor of Philosophy - PhD, EDEY -
Politecnico di Milano
Master's degree, Energy Engineering -
Leopold-Franzens Universität Innsbruck
Master Thesis -
Politecnico di Milano
Bachelor's degree in Energy Engineering