SensorClean Analytics Services

Start with Data You Already Have. Discover Value You Haven’t Seen.

SensorClean offers expert analytics services that help water utilities make sense of their SCADA data. We start with low-risk, high impact consulting — where you supply the data, and we uncover actionable insights on leakage, capacity, demand and network performance.

No new systems. No software required. Just clear evidence to support smarter planning and stronger return on investment.

SensorClean has delivered actionable results across subsystems with 20+ sensors. Our service helps utilities reduce water loss, defer capital works, and improve operational visibility.

Explore how we support utilities through:

  • Non-Revenue Water Analytics

  • Infrastructure Planning Decisions, and

  • Profiles for Hydraulic Modeling.

Non-Revenue Water 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 are built to the realities of utility operations - automated, repeatable, and ready for real-time integration when you are.

Utilities use SensorClean to:

  1. Clean SCADA data automatically by correcting negative consumption values and filling data gaps for a reliable leakage analysis foundation

  2. Detect and quantify hydrant extraction - and with permit data distinguish theft from legitimate use.

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

  4. Prioritise DMAs for water loss maintenance use big data insights to reduce unnecessary spend.

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

The picture shows a large water main right angle bend with a valve

Demand Forecasting Analytics

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

Accurate demand forecasting is essential for both day-to-day operations and long-term infrastructure planning.

SensorClean analyses subsystem flow and tank data at the network level to help utilities better understand demand patterns and make confident, data-driven decisions. Daily demand profiles can be generated for any day of the year, supporting rapid operational decision-making during emergency events.

When multiple subsystems are available (typically five or more), big-data regression can be applied to build profiles for Houses and Apartments, overcoming the traditional three-month billing time-step limitation that has long constrained visibility into peak day behaviour improving infrastructure planning decisons.

Utilities use SensorClean to:

  1. Analyse and understand peak flows to support capacity assessments.

  2. Help planners optimise the timing of new infrastructure, ensuring investments are made when they are needed.

  3. Generate subsystem demand profiles for any day of the year supporting operational decision-making during emergencies.

  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 big data demand evidence at daily, hourly, and weekly timescales.

  7. Quantify fire flows to strengthen preparedness and resilience strategies.

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

Why Cleaned SCADA Data Matters for Hydraulic Modeling

Hydraulic models rely on accurate, consistent input — but raw SCADA data is often incomplete, unstructured, or difficult to interpret.

Our structured data cleaning process standardizes flow and reservoir data across subsystems, making it reliable for scenario modelling and long-term planning.

Cleaned SCADA data supports:

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

  • Scenario analysis for emergencies like droughts or system failures, and

  • 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 start 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 to real-time analytics — at your pace, on your terms.

Whether you're looking to reduce water loss, forecast demand, or strengthen investment planning, we’ll help you get more from the data you already collect.

Book a consultation and take the next step toward smarter, more confident decisions.

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