English

Smart buildings as Cyber-Physical Systems: Data-driven predictive control strategies for energy efficiency

Computers and Society 2018-07-18 v1

Abstract

Due to its significant contribution to global energy usage and the associated greenhouse gas emissions, existing building stock's energy efficiency must improve. Predictive building control promises to contribute to that by increasing the efficiency of building operations. Predictive control complements other means to increase performance such as refurbishments as well as modernizations of systems. This survey reviews recent works and contextualizes these with the current state of the art of interrelated topics in data handling, building automation, distributed control, and semantics. The comprehensive overview leads to seven research questions guiding future research directions.

Keywords

Cite

@article{arxiv.1807.06084,
  title  = {Smart buildings as Cyber-Physical Systems: Data-driven predictive control strategies for energy efficiency},
  author = {Mischa Schmidt and Christer Åhlund},
  journal= {arXiv preprint arXiv:1807.06084},
  year   = {2018}
}

Comments

45 pages

R2 v1 2026-06-23T03:03:20.212Z