A tutorial introduction to security and privacy for cyber-physical systems

MS Chong, H Sandberg… - 2019 18th European …, 2019 - ieeexplore.ieee.org
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 …

Digital transformation in water organizations

C Boyle, G Ryan, P Bhandari, KMY Law… - Journal of Water …, 2022 - ascelibrary.org
A rapidly changing digital landscape is shifting government-owned infrastructure utility
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 …

A combined data-driven and model-based residual selection algorithm for fault detection and isolation

D Jung, C Sundström - IEEE Transactions on Control Systems …, 2017 - ieeexplore.ieee.org
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 …

[HTML][HTML] Overview of energy management and leakage control systems for smart water grids and digital water

C Giudicianni, M Herrera, A Nardo, K Adeyeye… - Modelling, 2020 - mdpi.com
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 …

Robust sensor placement for pipeline monitoring: Mixed integer and greedy optimization

L Sela, S Amin - Advanced engineering informatics, 2018 - Elsevier
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 …

[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 …

[HTML][HTML] Semi-supervised anomaly detection methods for leakage identification in water distribution networks: A comparative study

HM Tornyeviadzi, H Mohammed, R Seidu - Machine Learning with …, 2023 - Elsevier
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 …

Integrated approach for optimal sensor placement and state estimation: A case study on water distribution networks

J Mankad, B Natarajan, B Srinivasan - ISA transactions, 2022 - Elsevier
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 …

[HTML][HTML] Combining clustering and regularised neural network for burst detection and localization and flow/pressure sensor placement in water distribution networks

JL Presti, C Giudicianni, C Toffanin, E Creaco… - Journal of Water …, 2024 - Elsevier
This paper proposes a novel methodology for simultaneously addressing design of burst
detection/localization machine learning algorithm and flow/pressure sensor placement in …