Tools and Technologies

  • ID:
    technologies-947
  • Name:
    Leak detection model using autoencoders
  • Technology:
    Deep neural networks (autoencoders, VAEs, LSTM-AEs)
  • Type:
    Leak detection
  • Data used as input:
    Multivariate pressure signals
  • Produced datasets (openly available):
    Not specified
  • Demo (video if available):
    Not specified
  • Paper (if available):
    The performance of encoder–decoder neural networks for leak detection in water distribution networks
  • Paper DOI (if available):
    10.2166/ws.2024.174
  • Project ID (if available):
    869171
  • Project Acronym (if available):
    B-WaterSmart
  • Service description:
    Identifies leaks in water distribution networks using pressure signals.