Modified transformer mannequin with one encoder and two decoders. Credit score: Vitality Storage and Saving Heating, air flow, and air-con (HVAC) techniques, a essential element of constructing vitality consumption, are vulnerable to faults that may cut back their effectivity. Conventional data-driven fault detection and analysis (FDD) fashions usually endure from restricted generalizability, making their utility