Outputs (3)

Optimal Electricity Trading Strategy for a Household Microgrid (2020)
Presentation / Conference Contribution
Qin, Z., Hua, H., Liang, H., Herzallah, R., Zhou, Y., & Cao, J. (2020). Optimal Electricity Trading Strategy for a Household Microgrid. In 2020 IEEE 16th International Conference on Control & Automation (ICCA). https://doi.org/10.1109/icca51439.2020.9264

The recent integration of distributed generators (DGs) and renewable energy sources (RESs) into the power system led to the manifestation of a significant number of household microgrid (MG) systems in the electricity market. However, in most of the c... Read More about Optimal Electricity Trading Strategy for a Household Microgrid.

Probabilistic message passing control and FPD based decentralised control for stochastic complex systems (2020)
Journal Article
Zhou, Y., & Herzallah, R. (2020). Probabilistic message passing control and FPD based decentralised control for stochastic complex systems. AIMS Electronics and Electrical Engineering, 4(2), 216-233. https://doi.org/10.3934/electreng.2020.2.216

This paper offers a novel decentralised control strategy for a class of linear stochastic largescale complex systems. The proposed control strategy is developed to address the main challenges in controlling complex systems such as high dimensionality... Read More about Probabilistic message passing control and FPD based decentralised control for stochastic complex systems.

A tracking error–based fully probabilistic control for stochastic discrete-time systems with multiplicative noise (2020)
Journal Article
Herzallah, R., & Zhou, Y. (2020). A tracking error–based fully probabilistic control for stochastic discrete-time systems with multiplicative noise. Journal of Vibration and Control, 26(23-24), 2329-2339. https://doi.org/10.1177/1077546320921608

This article proposes the exploitation of the Kullback–Leibler divergence to characterise the uncertainty of the tracking error for general stochastic systems without constraints of certain distributions. The general solution to the fully probabilist... Read More about A tracking error–based fully probabilistic control for stochastic discrete-time systems with multiplicative noise.