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Table 1 Summary of the data given to and generated by the ANNs

From: Modeling flexibility using artificial neural networks

Pattern Description ANN Input ANN Output
A Classification Current state, generated load profile Validity of load profile
B Forecasting Current state, generated price signal Expected load profile
C Generation Current state, generated load profile representation Expected load profile
D Validation (1) & repair (2) Current state, generated load profile (1) Validity of load profile (2) Expected load profile