Process Filtration ΔP Monitoring (Predictive Maintenance & Product Quality) — ATEX

Predictive maintenance

Differential Pressure (ΔP)

Quick Overview

Problem

Process filters are critical to product quality and equipment protection in chemical plants. Progressive clogging increases differential pressure (ΔP), reducing flow, degrading separation efficiency, increasing energy consumption, and risking unplanned shutdowns—often without early warning in ATEX-classified areas.

Solution

Sensa.io’s ATEX-certified differential pressure sensors continuously monitor ΔP across process filters, enabling predictive maintenance and stable process performance.

Value

Stable product quality • Reduced energy use • Fewer shutdowns • Predictable maintenance

ATEX

Zones 0–2 • Ex ia IIC T4 Gb certified differential pressure sensors

The Operational Challenge

Process filtration is used across chemical industries for:

  • Liquid and solvent purification
  • Catalyst and resin protection
  • Dust and particulate removal
  • Downstream equipment protection

Filters operate under variable conditions:

  • Changing feed composition
  • Temperature and viscosity fluctuations
  • Fouling from solids, polymers, or reaction by-products

Common operational issues include:

  • Gradual clogging unnoticed until flow drops
  • Premature filter replacement based on fixed schedules
  • Overpressure events stressing filter housings
  • Emergency shutdowns due to sudden blockage

Traditional monitoring methods include:

  • Manual pressure gauge readings
  • Periodic inspection during maintenance rounds
  • Reactive replacement after alarms or trips

These approaches provide limited insight into real filter health.

Why Differential Pressure Monitoring Matters

Differential pressure is the most reliable indicator of filter condition.

Continuous ΔP monitoring enables operators to:

  • Track fouling trends over time
  • Replace filters at the optimal point
  • Maintain stable flow and separation efficiency
  • Protect downstream pumps, compressors, and reactors

A gradual ΔP increase often precedes performance loss by days or weeks.

Sensa.io Solution

Sensa.io provides a wireless, intrinsically safe ΔP monitoring solution for chemical process filters.

Core Components

Differential Pressure Sensor (ATEX Ex ia IIC T4 Gb)

High-resolution ΔP measurement across filter inlets and outlets.

Wireless Communication

Supports LoRaWAN, Modbus, and MQTT, enabling integration with DCS, SCADA, and maintenance platforms.

Installation & Power

Battery-powered installation using existing pressure taps — no cabling, no hot work.

Operational Benefits

  • Predictive maintenance instead of fixed intervals
  • Reduced filter replacement cost
  • Improved product quality consistency
  • Lower energy consumption

Results and ROI

Metric Before After
Filter replacement Early or late Optimised
Product quality Variable Stable
Energy consumption Higher Reduced
Unplanned shutdowns Possible Reduced

ATEX Compliance and Safety

All ΔP sensors for filtration monitoring comply with:

  • ATEX Directive 2014/34/EU
  • Ex II 2 G Ex ia IIC T4 Gb (Zones 0–2)
  • IECEx certification

The intrinsically safe design allows installation on live filtration systems without shutdown.

Integration and compatibility

Protocols

LoRaWAN, Modbus RTU/TCP, MQTT, REST API

Systems

DCS, SCADA, CMMS

Vendors

Schneider Electric, ABB, Siemens, Emerson

Cybersecurity

AES-128 encrypted communication

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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