Artificial Intelligence: Saving water the smart way
“Treating natural resources with respect is a way of life in Sweden, and water use should be no exception to this practice,” says Victor Pelin. “Even if here in Sweden there is not a water-scarcity problem in general, wasting water just feels wrong. Plus, lifting, treating, and pressurizing that water consumes energy, and energy is a major cost factor,” adds Simon Granath.
Simon and Victor work as development engineers at VA SYD and have been responsible for the design and implementation of the leakage detection system.
We want to be able to measure up to the best. That requires AI-based solutions like SIWA LeakPlus.Simon Granath (left) and Victor Pelin (right), Development Engineers, VA SYD
Small leaks with great impact
Based in Malmö, Swedish water supplier VA SYD operates a total of around 5,000 kilometers of pipelines, 2,000 kilometers of which are for drinking water. Pinpointing leaks is a complex task. “Until very recently, we could detect only the largest leaks that led to service disruptions. In fact, it is the smaller, slower leaks, often from small service pipes, that are responsible for the lion’s share of non-revenue water,” Simon points out.
Improved customer service
Another aspect is improving service to customers. "We have to maintain a lot of pipelines in a large area, and we wanted to improve our ability to pinpoint leaks through smart metering zones. For this purpose, we set out to find an AI-based solution,” Victor recalls.
VA SYD evaluated several systems over the last few years, looking for a solution that was state of the art. It would also have to make optimum use of the available flowmeters and smart meters in the area that had been chosen for the proof of concept. SIWA LeakPlus ticked all the boxes.
Collaboration leads to an optimal AI solution
“But when it came to the implementation concept, we ran into some obstacles. We had to find a way of using the AI-based leakage detection in an on-premises set-up instead of a cloud environment. We then had some in-depth discussions with Siemens, their cooperation partner BuntPlanet, and our IT and OT departments about the best approach to install the SIWA LeakPlus solution in our own data centers. To my knowledge, this is the first time something like this has been done in the Swedish water industry – and we managed to get the job done,” says Victor. Simon adds: “We want to be able to measure up to the best. That requires AI-based solutions like SIWA LeakPlus.”
Simulation approach for improved data
The next step was to refine the hydraulic models for the pipelines and link the data from the metering systems and pump stations with SIWA LeakPlus using OPC UA. VA SYD was then ready to perform the first tests. Victor explains: “We used the system to simulate different leaks and then evaluated the data. We were able to detect leaks as small as 0.5 liters per second – a huge improvement over the previous solution, which provided no means of detecting small leaks at all.”
SIWA LeakPlus is one of the Siemens Water (SIWA) applications specifically developed for the water and wastewater industry. This smart solution uses an AI-based algorithm to identify and classify anomalies in the pipe network. To perform reliably, SIWA LeakPlus is first “trained” with historical flow and pressure data so that it learns to separate anomalies from regular operation and assign the correct cause to each anomaly.
“In the coming weeks, we will introduce a further developed variant of leak detection, which will allow us to determine the exact location of the leak. Then we will have the means to really go out there and fix all those small issues efficiently,” Simon says.
Savings speak for the solution
With the proof of concept in its final stages, Simon and Victor are also working on scaling up the solution to other parts of the network. The next area to benefit from SIWA LeakPlus will be the town of Lund, where
VA SYD is currently installing additional flowmeters to provide more data from the pipeline network. “A smarter leakage detection system requires less data from the pipelines, so we can reduce the number of installed meters. This immediately pays off,” Simon is convinced.
Economic benefits aside, SIWA LeakPlus has already helped VA SYD take the next steps toward another ambitious goal: by 2030 the company wants to become a climate-neutral, energy-saving water utility with zero unplanned service disruptions.
VA SYD is one of Sweden’s largest utilities, which invests heavily in sustainable water and wastewater treatment, and pushes for environmentally smart solutions in community building. The company supplies more than 546,000 customers with drinking water in the regions around Lund and Malmö in the south of Sweden.
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