Enhancing HVAC energy efficiency modeling in semiconductor manufacturing facilities using tree-structured parzen estimator-optimized deep learning

This publication has 28 references indexed in Scilit:

• Research on optimal control of HVAC system using swarm intelligence algorithms
  Building and Environment, 2023
• A review of data-driven fault detection and diagnostics for building HVAC systems
  Applied Energy, 2023
• Artificial intelligence models for refrigeration, air conditioning and heat pump systems
  Energy Reports, 2022
• Data Augmentation by Guided Deep Interpolation
  Applied Soft Computing, 2021
• Forecasting building energy consumption: Adaptive long-short term memory neural networks driven by genetic algorithm
  Advanced Engineering Informatics, 2021
• Using a data driven neural network approach to forecast building occupant complaints
  Building and Environment, 2021
• State of the art review on model predictive control (MPC) in Heating Ventilation and Air-conditioning (HVAC) field
  Building and Environment, 2021
• Comprehensive system based on a DNN and LSTM for predicting sinter composition
  Applied Soft Computing, 2020
• Evaluation of energy-saving potential for optimal time response of HVAC control system in smart buildings
  Applied Energy, 2020
• Modeling and optimization of HVAC energy consumption
  Applied Energy, 2010