Adaptive Global Control with jDE and Grid Search for Energy-Saving Optimization of Data Center Central Air Conditioning Systems

This study develops a simulation-based plant-level supervisory optimization framework for a Nanjing data center chilled-water plant by combining TRNSYS operating scenarios, fitted component-level surrogate models, and self-adaptive differential evolution (jDE). In the exported representative-case op...

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Bibliographic Details

Main Authors:	Weike Ding, Kexin Guo, Li Wang, Da Feng, Chong Chen, Bo Xu
Format:	Artigo
Language:	Inglês
Published:	MDPI AG 2026-04-01
Series:	Energies
Subjects:	data center cooling chilled-water plant TRNSYS surrogate model adaptive differential evolution computational cost analysis
Online Access:	https://www.mdpi.com/1996-1073/19/9/2126
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