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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