Pipe Leakage Detection Using Moving Pressure Standard Deviation
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Solution Overview
Problem
Existing methods for detecting pipe leakage, particularly in branch pipes, are inaccurate due to material type and limited vibration propagation, leading to significant water wastage and contamination risks.
Innovation Solution
A method utilizing moving standard deviation of pressure measurements to determine pipe leakage, involving periodic pressure measurement, calculation of moving standard deviation, and comparison with a reference standard deviation to accurately identify leaks.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If vibration-based leakage detection methods are used, then leakage detection is possible, but detection accuracy deteriorates for plastic pipes due to short vibration propagation distance
Solution Approach 1:
The patent replaces the mechanical vibration-based detection system with a pressure-based detection system. Instead of relying on vibration propagation through the pipe (which fails for plastic pipes), the system measures pressure changes at multiple points along the pipe and uses these pressure differential data to detect leakage, thereby achieving accurate leakage detection for plastic pipes without relying on vibration propagation.
Solution Approach 2:
The patent introduces pressure as an intermediary parameter to detect leakage. Rather than directly detecting vibrations or flow changes, the system uses pressure measurements at multiple points as an indirect indicator of leakage conditions. By analyzing pressure differentials and their temporal variations, the system can infer the presence of leakage without being directly affected by pipe material properties.
2Speed
If pressure measurement frequency is increased, then leakage detection responsiveness improves, but data processing complexity increases
Solution Approach 1:
The patent performs preliminary actions by pre-calculating moving standard deviations from historical pressure data and establishing reference values before actual leakage detection. The system continuously maintains moving standard deviation calculations from past measurements and compares new measurements against these pre-computed references, enabling rapid leakage detection without performing complex real-time analysis, thus reducing processing complexity while maintaining responsiveness.
Solution Approach 2:
The patent employs dynamic moving standard deviation calculations that adapt to changing pressure conditions over time. Instead of using fixed thresholds, the system continuously updates statistical parameters based on recent pressure history, allowing the detection criteria to dynamically adjust to normal operational variations. This dynamic approach enables responsive leakage detection while keeping processing manageable by focusing calculations on recent data windows rather than all historical data.
Applied Scientific Principles
This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.
Function Achieved in This Case
Enables precise detection of pipe leakage regardless of material type, reducing water wastage and contamination by accurately identifying pressure variations.
Implementation Method 1
a pressure measurement step of periodically measuring pressure at preset time interval A using a pressure gauge mounted on a pipe
Implementation Method 2
a calculation step of periodically calculating a moving standard deviation using pressure measured in the pressure measurement step at every preset time interval B
Data Source
AI summary
The present invention relates to a method of determining leakage of pipes using moving standard deviation and, The method of determining leakage of pipes using moving standard deviation includes: a pressure measurement step of periodically measuring pressure at preset time interval A using a pressure gauge mounted on a pipe; a calculation step of periodically calculating a moving standard deviation using pressure measured in the pressure measurement step at every preset time interval B; and a determination step of determining a state as normal when a moving standard deviation calculated in the calculation step is within a preset error range of a reference standard deviation, or determining that there is leakage in a pipe when the moving standard deviation exceeds the preset error range of the reference standard deviation, wherein a value of the time interval B is greater than a value of the time interval A.

