Calculation sequence
Step-by-step method
- Confirm the measurement boundary, time basis, and formula symbols.
- Apply the displayed equation to the user-entered values.
- Review data quality, uncertainty, project criteria, and professional disposition.
CommissioningBeginnerData Reduction
Three-Point Weighted-Average Calculator
Calculate a weighted average from three values and three nonnegative user-entered weights.
Why it matters: Transparent data reduction keeps raw values, criteria, symbols, and arithmetic available for review.
Calculated result
Engineering evaluation
Weighted average (X_w)23.333 units
- Sum of weights (Σw)
- 6 weight units
Engineering interpretation
The three entered values have a weighted average of 23.33333 units.
Important limitations
- Data-reduction screen only. Project requirements, test procedure, instrument uncertainty, sampling, and authorized engineering judgment remain controlling.
Engineering knowledge center
Understand the calculation—not just the answer
Governing relationships
X_w=Σ(w_iX_i)/Σw_i
displayed symbols: X_1, w_1, X_2, w_2, X_3, w_3
Current substitution
X_w=(10×1+20×2+30×3)/6=23.33333.
Equation legend
Inputs and calculated quantities
- X_1
- Value 1 — selected units
- w_1
- Weight 1 — weight units
- X_2
- Value 2 — selected units
- w_2
- Weight 2 — weight units
- X_3
- Value 3 — selected units
- w_3
- Weight 3 — weight units
- X_w
- Weighted average — units
- Σw
- Sum of weights — weight units
Applications
How this calculation is used
Building design
Prepare a visible analytical basis for a planned test or monitoring point.
Construction
Reduce startup, TAB, controls, and field-observation data consistently.
Commissioning
Evaluate recorded measurements without hiding project criteria or uncertainty assumptions.
Quality controls
Assumptions and limitations
Assumptions
- Entered observations describe a common measurement boundary and compatible units.
- Sampling, timestamps, instruments, and user-entered criteria are documented outside the arithmetic.
Limitations
- The calculation does not create an acceptance criterion, uncertainty budget, or engineering disposition.
- Project requirements, procedures, calibration, data quality, and authorized judgment remain controlling.
Field use
Verification procedure
- Confirm the test boundary, sampling interval, units, and raw-data source.
- Enter the recorded values and any authorized user-supplied criterion.
- Review the arithmetic with uncertainty, procedure, and project requirements before disposition.
Common engineering mistakes
- Combining unsynchronized values or incompatible measurement boundaries.
- Ignoring resolution, uncertainty, sample selection, missing data, clock offset, or test conditions.
Technical basis
References and source standards
- NIST Measurement and SI ResourcesMeasurement traceability, units, and uncertainty context.
- ASHRAE Guideline 0 and Commissioning ResourcesCommissioning-process and verification context; project requirements remain controlling.
- AABC Commissioning GroupCommissioning practice and field-verification context.
Engineering calculation disclaimer
These engineering tools are provided for educational, preliminary evaluation, field verification, and commissioning support. Results depend on the accuracy of user-entered information and the assumptions stated for each calculation. Every colored status and comparison is a screening indicator only; project criteria, contract requirements, applicable codes, manufacturer instructions, measurement uncertainty, and authorized engineering judgment govern. The tools do not replace project-specific engineering analysis or the judgment of a licensed professional engineer.
Read the full use and limitation statement