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Hamzah Faraj

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#reinforcement learning Book Open access Sep 2026

Cost-effective tariff-aware HVAC coordination in Saudi residential buildings using physics-informed deep reinforcement learning

Abstract When multiple On/Off split air-conditioning units in Saudi residential buildings activate simultaneously, the resulting peak demand spike stresses the electrical grid and inflates monthly bills under the kingdom’s two-tier tariff (0.18 SAR/kWh $$\leq$$ 6,000 kWh; 0.30 SAR/kWh above). This paper proposes a Phys...

Hamzah Faraj · 0 citations

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