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Vechtstromen and the technology company New Current conducted a pilot with data-driven maintenance at the Hengelo wastewater treatment plant. Sensors were used to collect data, which was then analysed using a mathematical model to predict maintenance needs for the machinery. This technology allows machine failures to be detected weeks or even months in advance, improving reliability and preventing unnecessary work and costs. Following the success of this pilot, the decision has been made to implement the technology on a broader scale.