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This README file describes the content of ARCH17_SMARTGRID_DATA.mat and refers to the paper 

A Smart Grid Energy Management Problem for Data-driven Design with Probabilistic Reachability Guarantees 
Daniele Ioli, Alessandro Falsone, Marianne Hartung, Axel Busboom, Maria Prandini.

ARCH17- 4th International Workshop on Applied Verification of Continuous and Hybrid Systems

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File ARCH17_SMARTGRID_DATA.mat contains the following data

Records: period 01-30 August 2016, at GE Global Research, Munich.
- Measured_Temperature: 1 minute sampled module temperature [°C];
- Measured_Irradiance: 1 minute sampled irradiance measure [W/m2];
- Measured_Power: 1 minute average produced power measure [kW];

Records: July, August, September, 2010 2011 2015 2016
- Historical_AmbientTemperature: 1 minute sampled ambient temperature [°C];
- Historical_Irradiance: 1 minute sampled irradiance measure [W/m2];

Records for the thermal model identification in Section 4.3.2 of the paper:
- Identification_Ambient_Temperature: 30 seconds sampled ambient temperature [°C];
- Identification_Irradiance: 30 seconds sampled irradiance measure  [W/m2];
- Identification_Module_Temperature: 30 seconds sampled module temperature [°C];
 
Reconstructed data:  
- Reconstructed_Power: 1 minute average power measure [kW] (computed from equations (17) and (20) );
 
Additional data:
- Load: 1 minute sampled load power [kW]

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