A review of data-driven fault detection and diagnostics for building HVAC systems
With the wide adoption of building automation system, and the advancement of data,
sensing, and machine learning techniques, data-driven fault detection and diagnostics …
sensing, and machine learning techniques, data-driven fault detection and diagnostics …
Integration of IoT in building energy infrastructure: A critical review on challenges and solutions
Abstract The Internet of Things (IoT) has unprecedentedly entangled the physical world with
cyber technologies and its integration with building infrastructure (BI) is no different …
cyber technologies and its integration with building infrastructure (BI) is no different …
Cyber resilience of power electronics-enabled power systems: A review
The demand for carbon neutrality leads to the transition from traditional synchronous
generator-based power systems to power electronics-enabled power systems. The …
generator-based power systems to power electronics-enabled power systems. The …
A critical review of cyber-physical security for building automation systems
Abstract Modern Building Automation Systems (BASs), as the brain that enable the
smartness of a smart building, often require increased connectivity both among system …
smartness of a smart building, often require increased connectivity both among system …
[HTML][HTML] Digital twins in cyber effects modelling of IoT/CPS points of low resilience
The exponential increase of data volume and velocity have necessitated a tighter linkage of
physical and cyber components in modern Cyber–physical systems (CPS) to achieve faster …
physical and cyber components in modern Cyber–physical systems (CPS) to achieve faster …
Incentive edge-based federated learning for false data injection attack detection on power grid state estimation: A novel mechanism design approach
With the growing concern in security and privacy of smart grid, false data injection attack
detection on power grid state estimation now faces new challenges including unknown …
detection on power grid state estimation now faces new challenges including unknown …
Cyber-attack against heating system in integrated energy systems: Model and propagation mechanism
The integrated energy system (IES) constitutes a new kind of cyber-physical system
combined with advanced information and communication technology. The coupling of the …
combined with advanced information and communication technology. The coupling of the …
How good are learning-based control vs model-based control for load shifting? Investigations on a single zone building energy system
Both model predictive control (MPC) and deep reinforcement learning control (DRL) have
been presented as a way to approximate the true optimality of a dynamic programming …
been presented as a way to approximate the true optimality of a dynamic programming …
Intelligent robust control for nonlinear complex hydro-turbine regulation system based on a novel state space equation and dynamic feedback linearization
To achieve optimal control under all operating conditions for hydropower units, an intelligent
robust controller (NSFLIRC) is proposed based on a novel state space equation and state …
robust controller (NSFLIRC) is proposed based on a novel state space equation and state …
AI for science: Covert cyberattacks on energy storage systems
This paper develops and evaluates a novel three-stage strategic cyberattack framework
designed for multi-energy systems incorporating hybrid energy storage, using an advanced …
designed for multi-energy systems incorporating hybrid energy storage, using an advanced …