¿Õµ÷ϵͳ½¨Ä£¼°¿ØÖÆ-(Ó¢ÎÄ°æ)

1 Introduction
1£®1 Background
1£®2 Modeling Approaches in HVAC Field
1£®2£®1 Physics-Based Modeling Approach
1£®2£®2 Data-Driven Modeling Approach
1£®2£®3 Hybrid Modeling Approach
1£®3 Proposed Methods
1£®3£®1 State-Space Modeling
1£®3£®2 Graph-Theory Modeling
1£®3£®3 Combined Forecasting Modeling
1£®3£®4 Decomposition-Coordination Algorithm for Global Optimization Model
1£®3£®5 Virtual Calibration for HVAC Sensors
1£®3£®6 Model-Based Predictive Control £¨MPC£©
1£®4 Organization of This Book
References

2 Component Modeling with State-Space Method
2£®1 Basic Knowledge about State-Space Modeling Method
2£®2 Modeling for HVAC Components
2£®2£®1 Water-to-Air Heat Exchanger
2£®2£®2 Chiller
2£®2£®3 Cooling Tower
2£®2£®4 Duct £¨Pipe£© and Fan £¨Pump£©
2£®2£®5 Air-Conditioned Room Modeling
2£®3 Modeling for HVAC System
2£®3£®1 Component Model Connection
2£®3£®2 State-Space Representation for HVAC System
2£®3£®3 Case Study
References

3 Dynamic Simulations with State-Space Models
3£®1 On Water-to-Air Surface Heat Exchanger
3£®1£®1 Subjected to Different Perturbations
3£®1£®2 For Different Initial Conditions
3£®2 On Chiller
3£®2£®1 Subjected to Different Perturbations
3£®2£®2 For Different Initial Conditions
3£®3 On Cooling Tower
3£®3£®1 Subjected to Different Perturbations
3£®3£®2 For Different Initial Conditions
3£®4 On Duct and Pipe
3£®4£®1 On Straight-Through Duct
3£®4£®2 On Straight-Through Pipe
3£®5 On Air-Conditioned Room
3£®5£®1 Basic Conditions
3£®5£®2 Subjected to Different Perturbations

4 Graph-Theory Modeling and Structure-Matrix Analysis
4£®1 Graph-Theory Modeling for HVAC Component State-Space Models
4£®1£®1 Fundamental Rules
4£®1£®2 Case Study
4£®2 Graph-Theory Modeling for HVAC System
4£®2£®1 Basic Method
4£®2£®2 Case Study
4£®3 Structure-Matrix Analysis Approach
4£®3£®1 Model Structural Matrix
4£®3£®2 Reachability Analysis of Model Input-Output
4£®3£®3 Controllability/Observability Analysis of Model
4£®3£®4 Case Study
References

5 Virtual Measurement Modeling
5£®1 Virtual Calibration
5£®1£®1 Conventional Calibration
5£®1£®2 Methodology of Virtual In Situ Calibration
5£®1£®3 Case Study
5£®2 Virtual Sensing
5£®2£®1 Development Methodology for Virtual Sensing
5£®2£®2 Case Study
5£®2£®3 Model Development
References

6 Control Design Based on State-Space Model
6£®1 Model-Based Predictive Control £¨MPC£©
6£®1£®1 Introduction of MPC
6£®1£®2 MPC in Broad Definition
6£®2 Applications of MPC in HVAC Field
6£®2£®1 Control of a Hybrid Ventilation Unit
6£®2£®2 Control of Space Thermal Conditioning
6£®3 State-Space Feedback Control System Design
6£®3£®1 Basic Principle
6£®3£®2 Control System Design for Water-to-Air Heat Exchanger
6£®3£®3 MATLAB Simulation of the Control System
6£®3£®4 Control System Design for Refrigeration System
References

7 Combined Forecasting Models for Air-Conditioning
Load Prediction
7£®1 Typical Methods
7£®1£®1 MLR Modeling
7£®1£®2 ARIMA Modeling
7£®1£®3 GM Modeling
7£®1£®4 ANN Modeling
7£®2 Combined Forecasting Model Based on Analytic Hierarchy Process £¨AHP£©
7£®2£®1 Principles of the Combined Forecasting Method
7£®2£®2 Determining Weights by Analytic Hierarchy Process £¨AHP£©
7£®2£®3 Combined Forecasting Model for Hourly Cooling Load Prediction Using AHP
7£®3 Forecasting Model Based on Neural Network and Combined Residual Error Correction
7£®3£®1 Model Development
7£®3£®2 Case Study
References

8 Energy Analysis Model for HVAC System
8£®1 Energy Models for HVAC Components
8£®1£®1 Chiller
8£®1£®2 Boiler
8£®1£®3 Pump and Fan
8£®1£®4 Cooling Tower
8£®1£®5 Water-to-Air Heat Exchanger
8£®2 Energy-Saving Analysis on VAV Air-Conditioning System
8£®2£®1 Evaluation Program for Energy Saving of VAV System
8£®2£®2 Case Study
8£®3 Energy Analysis on VAV Air-Conditioning System with Different Air-Side Economizers
8£®3£®1 Scheme for Air Economizer Cycle
8£®3£®2 Case Study
References

9 Optimal Control of HVAC System Aiming at Energy Conservation
9£®1 Air-Side Synergic Control
9£®1£®1 Background and Basic Idea
9£®1£®2 Mathematic Deduction of Synergic Control Model
9£®1£®3 Control Logic Details
9£®1£®4 Case Study
9£®2 Global Optimization Control
9£®2£®1 Model Development
9£®2£®2 Decomposition-Coordination Algorithm for Model Solution
9£®2£®3 Case Study
Appendix
References

10 Modeling and Control Strategies for VAV Systems
10£®1 Background and Research Status
10£®2 Modular Modeling with Simulink Tool
10£®3 Model Library for Components of VAV System
10£®3£®1 VAV Terminal Unit
10£®3£®2 Variable Speed Fan
10£®3£®3 Air Ducts
10£®3£®4 Other Local Resistance Components
10£®3£®5 Application of Component Model Library£º Case Study
10£®4 Control Strategies for VAV System
10£®4£®1 Constant Static Pressure Method
10£®4£®2 Total Air Volume Method
10£®4£®3 Variable Static Pressure Method Based on Trim-and-Respond Logic
10£®5 Control Sequences for VAV System with Different Terminal Units
10£®5£®1 For Cooling-Only Terminal Unit
10£®5£®2 For Reheat Terminal Unit
10£®5£®3 For Series Fan-Powered Terminal Unit
10£®6 Test Script for VAV Control Study
10£®6£®1 Preparation
10£®6£®2 General Inspection of Air-Handling and Distribution System
10£®6£®3 Trend Data Review

References