District heating network maintenance planning optimization

ENERGY REPORTS(2021)

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摘要
To ensure the correct functioning of district heating networks and minimize critical failures, utilities allocate every year a significant part of their budget to maintenance operations. In the present work we describe a risk-based approach implemented to tackle the problem of designing optimal multi-year maintenance campaigns, applied to the Italian city of Brescia, showing how data-driven techniques can help decision makers assess the long terms impacts of budget allocations. (C) 2021 The Author(s). Published by Elsevier Ltd.
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关键词
District heating network,Maintenance planning,Optimization,Machine learning
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