Author

Jian-Zhong Yang

2 papers indexed here

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Open access Sep 2026

Model predictive control for intelligent PID self-tuning in HVAC systems achieves adaptable energy savings in ultra-low energy buildings

In ultra-low energy buildings, maintaining the HVAC efficiency under dynamic operating conditions remains a critical challenge, particularly for conventional proportional-integral-derivative (PID) controllers with fixed parameters, which lack the adaptability to handle system nonlinearities and variable meteorological...

Yi-Bo Chen, Xin Fang, U. Berardi et al. · Scientific Reports · 0 citations

Open access 2026

SCD-YOLO: Frequency-Domain Cleansing and Refinement for Lightweight Steel Surface Defect Detection

SCD-YOLO is proposed, an efficient end-to-end detector built on the YOLO26n baseline that replaces the C2PSA attention block at the backbone tail with the Orthogonal Spectral Decoupling Module (OSDM), which suppresses dominant background frequencies in an amplitude-only, sample-adaptive manner while preserving phase.

Bin Wang, Meng Wang, Shao-Sheng Zhan et al. · IEEE Access · 0 citations