Harnessing multi-dimensional dynamic data from a reduced-dimensional perspective

Research output

Research output per year 2025 2025 2025

• 1 Journal Article (refereed)
• 1 Comment / Debate

Research output per year

Research output per year

Search results

• 2025

  Deep learning-based model predictive control with exponential weighting strategy and its application in energy management systems

  CUI, D., MO, Y., YUAN, X., YE, L., WANG, K., SHEN, F., WANG, Y., YANG, C. & GUI, W., Nov 2025, In: Journal of Process Control. 155, 9 p., 103542.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Energy Management System 100%
  • Model-based predictive control 100%
  • Predictive Control Model 100%
  • Deep Learning Method 100%
  • Solar Panel 20%
  1 Citation (Scopus)

• Probabilistic reduced-dimensional vector autoregressive modeling with oblique projections

  MO, Y. & QIN, S. J., Oct 2025, In: Automatica. 180, 112476.

  Research output: Journal Publications › Comment / Debate › Communication › peer-review

  Open Access

  • Autoregressive Model 100%
  • Nonincreasing Order 50%
  • Noisy Data 50%
  • Simulated System 50%
  • Noise Source 50%
  3 Citations (Scopus)