Preliminary performance tests on artificial neural network models for opening strategies of double skin envelopes in winter

- Artificial neural network (ANN) based thermal control logic is developed.
- Openings of double skin and heating system is controlled in integrated manner.
- Predictive and adaptive controls are feasible by ANN application.
- ANN-based logic provided more comfortable indoor temperature conditions.
- ANN-based logic could find the energy efficient opening strategies.