Pipeline Filter / Strainer Differential Pressure Monitoring

Restriction progression tracking

Differential Pressure (ΔP)

Quick Overview

Problem

Pipeline filters and strainers progressively accumulate debris, but clogging is not always detected before it impacts flow or equipment.

Solution

SENSAiO differential pressure sensors monitor pressure drop across filters and strainers.

Value

Improved visibility of fouling progression, supporting earlier maintenance decisions.

ATEX

Available in ATEX / IECEx versions for hazardous marine and fuel transfer environments.

The Operational Challenge

Pipeline filters and strainers are installed to:

  • Protect downstream equipment (pumps, valves, meters)
  • Remove particulates and debris from fluid streams
  • Maintain process reliability in fuel and cargo transfer systems

From a physical perspective:

  • Fluid flows through a filtering element
  • Particles accumulate over time
  • This creates resistance to flow

As fouling increases:

  • The pressure upstream of the filter rises
  • The pressure downstream decreases or remains stable
  • The differential pressure (ΔP) increases

Typical issues include:

  • Progressive clogging due to debris accumulation
  • Sudden blockage from large particles
  • Reduced flow efficiency
  • Increased stress on upstream pumps

Detection challenges:

  • Filters are often inspected on a schedule, not condition
  • Pressure drop is not continuously measured
  • Flow reduction may be attributed to other causes
  • Early-stage clogging may not be visible

As a result, filters may operate in degraded conditions without detection.

Why Differential Pressure Monitoring Matters

Differential pressure is a direct indicator of flow resistance across the filter.

By measuring ΔP:

  • Fouling progression can be tracked over time
  • Abnormal blockage events can be identified
  • Cleaning or replacement can be scheduled based on condition

Typical interpretations include:

  • Gradual increase in ΔP may indicate normal fouling buildup
  • Rapid increase may indicate sudden blockage
  • Stable low ΔP indicates clean or low-resistance condition

This measurement reflects the physical interaction between fluid and filtering element.

SENSAiO Solution

SENSAiO deploys wireless differential pressure sensors installed across:

  • Inlet and outlet of filters or strainers
  • Accessible pressure tapping points

Sensors measure upstream and downstream pressure to calculate ΔP and transmit data via LoRaWAN.

The system provides:

  • Continuous differential pressure monitoring
  • Trend analysis over time
  • Alerts on abnormal deviations

Clarifications:

  • SENSAiO is a monitoring-only system
  • It does not clean or backflush filters
  • It does not regulate flow or pressure
  • It does not determine exact clogging composition

It supports operational visibility and maintenance planning.

Results and ROI

Metric Before After
Filter condition visibility Periodic inspection Continuous ΔP monitoring
Detection of clogging Delayed Earlier identification
Maintenance approach Time-based Condition-informed
Risk of flow restriction Higher Reduced through earlier awareness

ATEX Compliance and Safety

Pipeline filtration systems in marine and fuel transfer environments may be located in hazardous areas. SENSAiO sensors:

  • Are available with ATEX / IECEx certification
  • Suitable for Zone 1 / Zone 2 installations depending on configuration
  • Designed for harsh industrial and marine environments

The system does not act as a safety barrier or trigger shutdown systems but provides monitoring data to support safe operation practices

Integration and compatibility

Protocols

LoRaWAN, MQTT, REST API

Gateways

Compatible with standard LoRaWAN infrastructure

Systems

Integration with SCADA, terminal management, and maintenance platforms

Deployment

Retrofit on existing filters without process interruption

FAQ - Common Questions

Are Sensa.io sensors compatible with any gateway or network?

Yes, they connect to any LoRaWAN or MQTT infrastructure (Kerlink, Cisco, Milesight, MultiTech, etc.) for flexible integration with existing SCADA systems.

What ATEX certifications apply to Sensa.io devices?

All hazardous-area models are certified Ex II 2 G Ex ia IIC T4 Gb and IECEx approved for Zones 0–2.

What is the typical battery life?

Up to 10 years at 15-minute intervals, depending on signal strength and environment.

How are the sensors integrated into existing systems?

Through standard protocols — LoRaWAN, Modbus, MQTT, REST API — no proprietary middleware needed.

How does predictive maintenance reduce OPEX?

Early anomaly detection reduces emergency interventions by 30–40 %, extends equipment life and lowers energy costs.

What does the Sensa.io Valve Position Sensor actually measure?

The device detects real-time valve position states—open, closed, or intermediate—with high accuracy. It continuously sends this information wirelessly to your monitoring dashboard.

Can this sensor detect partial valve movement or stuck valves?

Yes. The sensor identifies irregular patterns such as partial movement, delayed response, or stuck valves, enabling early maintenance before failure occurs.

Is this sensor suitable for manual, motorized, and actuated valves?

Yes. It supports a wide range of valve types including ball, gate, butterfly, actuator-driven, and manual valves.

How fast does it update the valve position?

You can configure the reporting interval—from seconds to minutes—depending on your operational and battery needs.

How long does installation take?

Most installations take under 10 minutes. The sensor mounts using brackets or clamps without modifying existing valves.

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