SCADA Analytics Services for Water and Wastewater Utilities

Discover hidden value from the data you already collect.

SensorClean delivers SCADA analytics that reduce uncertainty and support confident operational, planning and asset decisions.

We provide low-risk, high-impact analytics services that turn raw SCADA data into clear, defensible evidence for decision-making.

You supply the data. We handle the analytics - framing results in the context of the question(s) you’re trying to answer.

Our work helps utilities and councils with:

  • Non-revenue water (NRW) decisions

  • Pump station performance assessments (water, wastewater & stormwater)

  • Demand forecasting for infrastructure planning and operational decisions

  • SCADA data cleaning and profiles for hydraulic modeling

Fire hydrant discharging water onto a street, representing hydrant water extraction and non-revenue water in urban distribution networks.

Non-Revenue Water (NRW) Analytics

Automate Data Cleaning. Quantify Leakage. Prioritize Maintenance

SensorClean transforms raw SCADA data into trusted insights that expose hidden losses, track leakage growth, and support smarter water-loss decisions.

Our analytics fit the realities of utility operations - ready for real-time integration when needed.

Utilities use SensorClean to:

  1. Clean SCADA data automatically by correcting negative consumption and filling data gaps to create a reliable leakage-analysis foundation.

  2. Detect and quantify hydrant extraction, and use permit data to distinguish authorized use from theft.

  3. Present seasonal MNFs and quantify leakage relative to baselines, including growth in leakage over time.

  4. Prioritize DMAs for maintenance using big-data insights to reduce unnecessary field activity.

  5. Build a simple weekly MNF model so engineers can quickly verify lowest night flows each week for leakage monitoring.

Interior of a water pump station with large pumps and pipes, illustrating SCADA-monitored pump station operations.

Pump Station Performance Analytics

Pump stations produce rich time-series data, but interpreting it manually is challenging and time-consuming. SensorClean transforms raw SCADA data into clear performance insights for water, wastewater and stormwater pump stations.

Utilities use SensorClean to:

  1. Identify and present abnormal pump operation

  2. See key pump-station metrics for financial years

  3. Get dry-weather performance analytics for decisions

  4. Get wet-weather performance analytics for decisions

  5. Assess opportunities to optimize pumping schedules

These insights support operators, maintenance teams, and asset planners with defensible evidence for decision-making and proactive maintenance.

Abstract visualization of a connected water network, representing large-scale SCADA data analysis and demand forecasting.

Demand Forecasting Analytics

Evidence-Based Demand. Plan with Confidence. Improve Resilience.

Accurate demand forecasting is essential for daily operations and long-term infrastructure planning. SensorClean analyzes flow and tank data at the network level to help utilities understand demand patterns and make confident, data-driven decisions. Demand profiles can be generated for any day of the year, supporting rapid operational response during emergency events.

When multiple subsystems are available, our big-data regression approach builds profiles for houses and apartments - overcoming the traditional three-month billing time-step limitation that obscures peak-day behavior. Utilities use SensorClean to:

  1. Analyze peak flows for infrastructure planning decisions

  2. Support planning and timing of new infrastructure, ensuring investments occur when needed.

  3. Generate subsystem demand profiles for any day of the year for emergency and operational decision-making.

  4. Apply big-data regression to build peak and average demand profiles for houses and apartments.

  5. Quantify unaccounted-for water to improve hydraulic modeling.

  6. Reduce planning risk with demand evidence across multiple temporal resolutions.

  7. Quantify fire flows for preparedness and resilience.

  8. Fill data gaps automatically to ensure continuity and completeness of data.


Why Cleaned SCADA Data Matters for Hydraulic Modeling

Hydraulic models rely on accurate, consistent input - but raw SCADA data is often messy and difficult to interpret.

SensorClean processes SCADA data, making it reliable for modeling.

Cleaned SCADA data supports:

  • Infrastructure investment decisions, such as pipe upgrades and capacity planning

  • Scenario analysis for events like drought, system failures, and fire-flow conditions

  • Improved pump and valve operations to support energy efficiency

Get Started Today

Every utility is different - and so is the path to better SCADA insights.

We begin by working with your team and your existing data to deliver clear, actionable insights through a low-risk consulting engagement. As your needs evolve, we can support a shift toward real-time analytics at your pace.

Whether you're looking to reduce water loss, forecast demand, improve pump-station performance, or strengthen long-term planning, we’ll help you get more value from the data you already collect.

Contact us to discuss how SensorClean can transform your SCADA data into evidence-based decision support.

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