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A tutorial introduction to security and privacy for cyber-physical systems
This tutorial provides a high-level introduction to novel control-theoretic approaches for the
security and privacy of cyber-physical systems (CPS). It takes a risk-based approach to the …
security and privacy of cyber-physical systems (CPS). It takes a risk-based approach to the …
Digital transformation in water organizations
A rapidly changing digital landscape is shifting government-owned infrastructure utility
organizations toward digital transformation. This literature review aims to consider how the …
organizations toward digital transformation. This literature review aims to consider how the …
[HTML][HTML] Leakage detection in water distribution networks via 1D CNN deep autoencoder for multivariate SCADA data
HM Tornyeviadzi, R Seidu - Engineering Applications of Artificial …, 2023 - Elsevier
Leakages are undesirable events in water distribution networks (WDNs) with mostly
unknown incident time making it extremely difficult to accurately label leaks in distribution …
unknown incident time making it extremely difficult to accurately label leaks in distribution …
A combined data-driven and model-based residual selection algorithm for fault detection and isolation
Selecting residual generators for detecting and isolating faults in a system is an important
step when designing model-based diagnosis systems. However, finding a suitable set of …
step when designing model-based diagnosis systems. However, finding a suitable set of …
[HTML][HTML] Overview of energy management and leakage control systems for smart water grids and digital water
Current and future smart cities are moving towards the zero-net energy use concept. To this
end, the built environment should also be designed for efficient energy use and play a …
end, the built environment should also be designed for efficient energy use and play a …
Robust sensor placement for pipeline monitoring: Mixed integer and greedy optimization
Intelligent water systems–aided by sensing technologies–have been identified as an
important mechanism towards ensuring the resilience of urban systems. In this work, we …
important mechanism towards ensuring the resilience of urban systems. In this work, we …
[HTML][HTML] Node search space reduction for optimal placement of pressure sensors in water distribution networks for leakage detection
HM Tornyeviadzi, E Owusu-Ansah… - Alexandria Engineering …, 2024 - Elsevier
This study presents a methodological framework for optimal placement of pressure sensors
in Water Distribution Networks (WDNs) for leakage monitoring under uncertainty. Monte …
in Water Distribution Networks (WDNs) for leakage monitoring under uncertainty. Monte …
[HTML][HTML] Semi-supervised anomaly detection methods for leakage identification in water distribution networks: A comparative study
This study presents a comprehensive evaluation of 10 state of the art semi-supervised
anomaly detection (AD) methods for leakage identification in water distribution networks …
anomaly detection (AD) methods for leakage identification in water distribution networks …
Integrated approach for optimal sensor placement and state estimation: A case study on water distribution networks
The objective of the design and operation of any water distribution network (WDN) includes
meeting the desired demand at sufficient pressure at all nodes. However, this requires …
meeting the desired demand at sufficient pressure at all nodes. However, this requires …
[HTML][HTML] Combining clustering and regularised neural network for burst detection and localization and flow/pressure sensor placement in water distribution networks
This paper proposes a novel methodology for simultaneously addressing design of burst
detection/localization machine learning algorithm and flow/pressure sensor placement in …
detection/localization machine learning algorithm and flow/pressure sensor placement in …