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ASHRAE-G2-05
ASHRAE Guideline 2 Engineering Analysis of Experimental Data, 2005
Cover
CHAPTER 1:
Purpose
CHAPTER 2:
Scope
CHAPTER 3:
Definitions
CHAPTER 4:
Types of Measurements
Section 4.1:
Types of Measurements
Section 4.2:
Categories of Data
CHAPTER 5:
The Experimental Process
Section 5.1
Section 5.2:
Identify Experimental Goals and Acceptable Accuracy
Section 5.3:
Identify Variables and Relationships
Section 5.4:
Establish Measured Variables and Limits
Section 5.5:
Select Preliminary Instrumentation
Section 5.6:
Document Uncertainty of Each Measured Variable
Section 5.7:
Perform Preliminary Uncertainty Analysis
Section 5.8:
Final Instrument Selection and Methods
Section 5.9:
Install Instrumentation
Section 5.10:
Perform Initial Data Quality Verification
Section 5.11:
Collect Data
Section 5.12:
Accomplish Data Reduction and Analysis
Section 5.13:
Perform Final Uncertainty Analysis
Section 5.14:
Report Results
Section 5.15:
Other Considerations
CHAPTER 6:
Uncertainty Analysis Methods and Techniques
Section 6.1
Section 6.2:
Preliminary Uncertainty Analysis
Section 6.3:
Final Uncertainty Analysis
CHAPTER 7:
Data Validation
Section 7.1
Section 7.2:
Limit Checks
Section 7.3:
Independent Checks (Mass and Energy Balances)
Section 7.4:
Checks on Outliers
Section 7.5:
Chauvenet's Criterion for Rejecting Data Points
CHAPTER 8:
Regression Analysis
Section 8.1:
Overview
Section 8.2:
Regression Model Development
Section 8.3:
Types of Models
Section 8.4:
Model Selection
Section 8.5:
Model Diagnostics.
CHAPTER 9:
References
ANNEX A:
Uncertainty Analysis/propagation of Error
Section A.1:
Need for Uncertainty Analysis
Section A.2:
Basic Uncertainty Concepts: Random and Fixed Errors
Section A.3:
Uncertainty of a Measured Variable
Section A.4:
A.4 Propagation of Errors of Single Sample Data
Section A.5:
Errors Associated with Regression Analysis
Section A.6:
References
Annex B:
HVAC & R System Examples
Section B.1:
Individual Measurement Uncertainty Calculation
Section B.2:
Propagation of Error in Heat Transfer
Section B.3:
Propagation of Error in Power Measurement
Section B.4:
Propagation of Error for the Coefficient of Performance of a Chiller
Section B.5:
Propagation of Error in a Mass Balance
Section B.6:
Propagation of Error in an Energy Balance
Annex C:
Reporting of Results
Annex D:
Bibliography
