Flow meters serve as the “ruler of flow” in industrial production. In water treatment, precise flow control prevents water plants from supplying excessive water (which wastes energy) or insufficient water (which disrupts residents’ water usage).
In the petroleum refining industry, stable medium transportation flow directly affects the efficiency of oil refining reactions; any deviation can render product purity substandard.
In the food and pharmaceutical industries, flow measurement for ingredient proportioning demands even higher accuracy; flow errors can upset the ratio of drug components and thus violate GMP compliance requirements.
However, even high-precision flow meters may lose accuracy after long-term use, causing their measurement results to deviate from the actual fluid flow. If left unaddressed, this issue can lead to minor problems like raw material waste, or in severe cases, trigger compliance risks and even cause safety incidents.

Three Core Reasons for Inaccurate Flow Meters
Equipment Wear and Aging
- Mechanical Component Wear In high-speed rotation, tiny impurities in the fluid accelerate bearing wear in turbine flowmeters. This reduces the rotor speed, making the measured value smaller than the actual flow. For volumetric flowmeters, wear on the rotor’s sealing surface causes fluid leakage, which makes the measurement result lower than the actual flow rate.
- Electrical Component Aging Under high-temperature operating conditions, the electrolyte inside the flowmeter’s signal processor may dry out. This dries out causes a shift in the signal amplification factor and a change in the calibration curve. Resistors operating under high loads for long periods generate heat, leading to resistance drift that impairs the accuracy of data processing.
- Material Degradation In flowmeters used to measure acidic fluids, the acidic medium corrodes the stainless steel components it comes into contact with. This corrosion creates surface pitting, altering the cross-sectional area of the flow path and disrupting the original designed relationship between flow and signal.

Fluid and Environmental Interference
Pollution and Scaling
In the water treatment industry, raw water used with electromagnetic flowmeters often contains high levels of calcium and magnesium ions. After long-term operation, these ions form scale on the electrode surface. This scale acts as an insulating layer, weakening the electrical signal the electrode receives and leading to a lower measured value.
For ultrasonic flowmeters, if the transducer contacts oily fluid, oil adheres to its surface and impedes sound wave propagation. This prolongs signal transmission time, making the calculated flow rate larger than the actual value.
Changes in Fluid Properties
A chemical enterprise originally used a turbine flowmeter to measure a solvent with a viscosity of 5cP. Later, due to process adjustments, it switched to a solvent with a viscosity of 15cP. Without recalibration, the increased viscosity reduces the turbine flowmeter’s rotor speed, resulting in a measured value 10% to 15% lower than the actual value.
Environmental Fluctuations
In northern winters, low temperatures contract the metal flow channels of uninsulated outdoor flowmeters, reducing their cross-sectional area. Under the same actual flow rate, this contraction makes the meter reading higher. For Coriolis flowmeters installed close to a pump body, vibration from the pump’s operation interferes with the sensor’s detection of mass force, causing fluctuations in the flow data.

Improper Installation and Operation
Non-standard Installation
In a certain factory, workers installed the vortex flowmeter just 1 pipe diameter downstream of an elbow—well below the standard requirement of 5 to 10 pipe diameters. The vortices generated by the elbow had not dissipated, leading the flowmeter to detect abnormal vortex frequencies and resulting in measurement errors exceeding 20%.
During gasket installation, the gasket protruded 2mm into the flow channel; this protrusion impeded fluid flow, increased local flow velocity, and made the instrument reading larger than the actual value.
Operation Violation
To meet a tight schedule, an operator ran the flowmeter beyond its capacity range. This caused the rotor of the turbine flowmeter to over-speed and damaged its bearing. When starting and stopping the pump, the operator failed to open and close the valve slowly, triggering a water hammer effect. This effect impacted the electrodes of the electromagnetic flowmeter and resulted in signal failure.

Four Methods for Rapidly Detecting Inaccurate Flowmeters
- Regular Calibration Comparison Workers remove the in-use electromagnetic flowmeter from the site and send it to a laboratory for comparison against a standard electromagnetic flowmeter with an accuracy class of 0.1. Suppose the flowmeter’s measurement value deviates by 5% from the standard value before calibration, and this deviation drops to 0.5% after calibration—this indicates the original flowmeter has lost accuracy.
- Multi-meter Data Comparison If workers install two ultrasonic flowmeters of the same model on the same water supply pipeline, and Meter A shows a stable flow rate of 100 m³/h while Meter B consistently reads 85 m³/h, technicians can determine Meter B is inaccurate once they rule out installation differences.
- Process Trend Analysis In a food factory, during ingredient mixing, the raw material input is fixed at 500kg. Under normal conditions, the flowmeter should show a solvent flow rate of 1000L. If one day, with no process adjustments, the flowmeter suddenly reads 1500L while the finished product weight does not increase accordingly, this indicates the flowmeter is inaccurate.
- Equipment Self-diagnosis The intelligent turbine flowmeter’s self-diagnosis function displays “signal strength 30% (normal range 60%-100%)” and triggers an “abnormal bearing temperature” alarm. Technicians can initially determine that bearing wear causes both the weakened signal and the flowmeter’s inaccuracy.

Key Strategies for Preventing Inaccuracies
Scientific Maintenance and Calibration
- Calibration Based on Operating Conditions In the pharmaceutical industry, flowmeters used for injectable production must meet GMP’s strict requirements for measurement accuracy, so technicians should calibrate them once every six months. For flowmeters in the circulating water systems of general chemical enterprises—where operating conditions are stable—calibrating them once a year is sufficient. For flowmeters measuring highly corrosive media, workers should check the integrity of their materials every three months and calibrate the meters once every four months.
- Choosing the Right Calibration Method Large petrochemical enterprises can establish internal calibration laboratories, equip them with standard flow calibration devices, and complete flowmeter calibration on the same day. Small and medium-sized enterprises can entrust third-party institutions with ISO/IEC 17025 certification; these institutions will provide calibration reports that can be used for compliance audits.
- Routine Maintenance Workers should clean dirt from the surface of ultrasonic flowmeter transducers every week, check the operation of turbine flowmeter bearings every month, and replace the signal cable connectors of electromagnetic flowmeters every quarter to prevent aging and leakage.

Optimize Installation and Environment
- Standard Installation When installing the vortex flowmeter, ensure that the length of the straight pipe section upstream is no less than 10 times the pipe diameter, and the downstream section is no less than 5 times the pipe diameter. Install the flowmeter away from air compressors and frequency converters to avoid electromagnetic interference. Select a gasket that matches the inner diameter of the flow channel. After installation, use a caliper to check and ensure there are no protrusions. Please provide the text you would like translated.
- Stable conditions If the process requires a change of fluid, the density and viscosity of the new fluid should be tested in advance, and the parameters of the flowmeter should be set for compensation and calibration. Insulation layers should be added to the outside of the flowmeter in high-temperature pipelines, and shock-absorbing pads (such as rubber pads) should be installed on the base of the flowmeter near the vibration source to reduce environmental influences. Please provide the text you would like translated.
Reasonable Selection and Training

- Precise selection When measuring muddy river water, non-contact ultrasonic flow meters should be preferred; when measuring crude oil with a viscosity of over 50 cP, turbine flow meters should not be selected, and oval gear flow meters can be used instead; for high-temperature steam pipelines, flow meters made of high-temperature resistant alloy materials should be chosen, etc. Please provide the text you would like translated.
- Operation training Conduct specialized training for operators, clearly define the measurement range of the flowmeter, demonstrate the correct start and stop operations, and teach them to identify key points for daily inspections. Please provide the text you would like translated.
Ensuring the Reliability of Industrial Measurement
The inaccuracy of flow meters is not caused by a single factor, but rather the result of the combined influence of multiple links including “equipment – fluid – environment – operation”. Therefore, to solve this problem, it is necessary to take regular calibration as the core foundation, and combine it with daily maintenance, standardized installation and reasonable selection, in order to establish a full life cycle accuracy management system covering the “purchase – use – scrapping” of flow meters.









