70 citations · 147 across the 11 of their papers we have counts for
11 papers
Sequential Deep Learning for Credit Risk Monitoring with Tabular Financial Data
Jillian M. Clements, Di Xu, Nooshin Yousefi +1
Machine learning plays an essential role in preventing financial losses in the banking industry. Perhaps the most pertinent prediction task that can result in billions of dollars i…
Dynamic maintenance policy for systems with repairable components subject to mutually dependent competing failure processes
Nooshin Yousefi, David W. Coit, Zhu Xiaoyan
In this paper, a repairable multi-component system is studied where all the components can be repaired individually within the system. The whole system is inspected at inspection i…
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…
Appointment scheduling model in healthcare using clustering algorithms
Niloofar Yousefi, Farhad Hasankhani, Mahsa Kiani +1
In this study, we provided a scheduling procedure which is a combination of machine learning and mathematical programming that minimizes the waiting time of higher priority outpati…
Dynamic Inspection Planning for Systems with Individually Repairable Components
Nooshin Yousefi, David W. Coit
In this paper a multi-component system is studied where each component can be repaired within the system. We consider that each component is subject to two dependent competing fail…
Reliability Analysis of Systems Subject To Mutually Dependent Competing Failure Processes With Changing Degradation Rate
Nooshin Yousefi, David W. Coit
In this paper, a new reliability model has been developed for a single system degrading stochastically which experiences soft and hard failure. Soft failure occurs when the physica…
Using statistical control charts to monitor duration-based performance of project
Nooshin Yousefi, Ahmad Sobhani, Leila Moslemi Naeni +1
Monitoring of project performance is a crucial task of project managers that significantly affect the project success or failure. Earned Value Management (EVM) is a well-known tool…
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)…
Optimization of On-condition Thresholds for a System of Degrading Components with Competing Dependent Failure Processes
Sanling Song, Nooshin Yousefi, David W. Coit +1
An optimization model has been formulated and solved to determine on-condition failure thresholds and inspection intervals for multi-component systems with each component experienc…