29 citations · 46 across the 5 of their papers we have counts for
5 papers
Inspection plan prediction for multi-repairable component systems using neural network
Nooshin Yousefi, Stamatis Tsianikas, Jian Zhou +1
Implementing an appropriate maintenance policy would help us to have a more reliable system and reduce the total costs. In this paper, a dynamic maintenance plan is proposed for re…
The impact of analytical outage modeling on expansion planning problems in the area of power systems
S. Tsianikas, N. Yousefi, J. Zhou +1
Expansion planning problems refer to the monetary and unit investment needed for energy production or storage. An inherent element in these problems is the element of stochasticity…
A storage expansion planning framework using reinforcement learning and simulation-based optimization
S. Tsianikas, N. Yousefi, J. Zhou +2
In the wake of the highly electrified future ahead of us, the role of energy storage is crucial wherever distributed generation is abundant, such as in microgrid settings. Given th…
Resilience based optimization for western US transmission grid against cascading failures
Jian Zhou, Stamatis Tsianikas, David W. Coit +1
Real-world network systems, for example, power grids, are critical to modern economies. Due to the increasing system scale and complex dependencies inside of these networks, system…
Battery selection for optimal grid-outage resilient photovoltaic and battery systems
Stamatis Tsianikas, Jian Zhou, Nooshin Yousefi +1
The first and most important purpose of the current research work is to investigate the effects that different battery types have on the optimal configuration of photovoltaic (PV)…