Control and optimization of multi-agent systems and complex networks for systems engineering
(2021)
Journal Article
Herrera, M., Perez Hernandez, M., Kumar Parlikad, A., & Izquierdo, J. (2021). Control and optimization of multi-agent systems and complex networks for systems engineering. Processes, 9(11), Article 2070
All Outputs (6)
A comprehensive framework from real-time prognostics to maintenance decisions (2021)
Journal Article
Jain, A., Dhada, M., Hernandez, M. P., Herrera, M., & Parlikad, A. (2021). A comprehensive framework from real-time prognostics to maintenance decisions. IET Collaborative Intelligent Manufacturing, 3(2), 175-183. https://doi.org/10.1049/cim2.12021Studying the influence of imperfect prognostics information on maintenance decisions is an underexplored area. To bridge this gap, a new comprehensive maintenance support system is proposed. First, a survival theory-based prognostics module employing... Read More about A comprehensive framework from real-time prognostics to maintenance decisions.
Relaxing platform dependencies in agent-based control systems (2021)
Journal Article
Hernandez, M. P., Mcfarlane, D., Parlikad, A., Herrera, M., & Jain, A. (2021). Relaxing platform dependencies in agent-based control systems. IEEE Access, 9, 30511-30527. https://doi.org/10.1109/ACCESS.2021.3059273Agent-based systems have been widely used to develop industrial control systems when they are required to address issues such as flexibility, scalability and portability. The most common approach to develop such control systems is with agents embedde... Read More about Relaxing platform dependencies in agent-based control systems.
Mining graph-Fourier transform time series for anomaly detection of internet traffic at core and metro networks (2021)
Journal Article
Herrera, M., Proselkov, Y., Perez-Hernandez, M., & Parlikad, A. K. (2021). Mining graph-Fourier transform time series for anomaly detection of internet traffic at core and metro networks. IEEE Access, 9, 8997-9011. https://doi.org/10.1109/ACCESS.2021.3050014This article proposes a framework to analyse traffic-data processes on a long-haul backbone infrastructure network providing internet services at a national level. This type of network requires low latency and fast speed, which means there is a large... Read More about Mining graph-Fourier transform time series for anomaly detection of internet traffic at core and metro networks.
Comparing agent-based control architectures for next generation telecommunication network infrastructures (2020)
Journal Article
Perez Hernandez, M., McFarlane, D., Herrera, M., Jain, A. K., & Parlikad, A. K. (2020). Comparing agent-based control architectures for next generation telecommunication network infrastructures. IFAC-PapersOnLine, 53(2), 11062-11067. https://doi.org/10.1016/j.ifacol.2020.12.238Multi-agent systems have been an effective choice for designing control systems that are flexible and agile. However, few attention has been given to the evaluation of the architectures of such systems. This becomes critical with the emerging require... Read More about Comparing agent-based control architectures for next generation telecommunication network infrastructures.
Secure and communications-efficient collaborative prognosis (2020)
Journal Article
Dhada, M., Jain, A., Herrera, M., Hernandez, M. P., & Parlikad, A. (2020). Secure and communications-efficient collaborative prognosis. IET Collaborative Intelligent Manufacturing, 2(4), 164-173. https://doi.org/10.1049/iet-cim.2020.0035Collaborative prognosis is a technique that is used to enable assets to improve their ability to predict failures by learning from the failures of similar other assets. This is typically made possible by enabling the assets to communicate with each o... Read More about Secure and communications-efficient collaborative prognosis.