Ramin Moghaddass

21 papers Journal 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing the accessibility of microgrid design tools for non-expert decision makers: a comparative usability evaluation of SAM and HOMER Grid.
Energy Inform.
Michael Andrew Caballero, Murat Erkoc, Ramin Moghaddass
2025 J jnl
Advanced Anomaly Detection in Smart Grids Using Graph Convolutional Networks With Integrated Node and Line Sensor Data.
IEEE Access
Mahdi Zarif, Ramin Moghaddass
2025 J jnl
Deep Variational Bayesian Approach for Sensor-Driven Modeling and Monitoring of Dynamic Degrading Systems.
Qual. Reliab. Eng. Int.
Nadia Tanzeem, Ramin Moghaddass
2025 J jnl
State-space recurrent neural networks for predictive analytics and latent state estimation.
Appl. Soft Comput.
Ramin Moghaddass, Cheng-Bang Chen
2024 J jnl
Enhancing anomaly detection with adaptive node inspection in large-scale networks with binary sensors.
Comput. Ind. Eng.
Feiran Xu, Ramin Moghaddass
2022 J jnl
A physics-regularized data-driven approach for health prognostics of complex engineered systems with dependent health states.
Reliab. Eng. Syst. Saf.
Mohammadmahdi Hajiha, Xiao Liu, Young M. Lee, Ramin Moghaddass
2022 J jnl
Optimal Frameworks for Detecting Anomalies in Sensor-Intensive Heterogeneous Networks.
INFORMS J. Comput.
Ramin Moghaddass, Yongtao Guan
2020 J jnl
A Double Hybrid State-Space Model for Real-Time Sensor-Driven Monitoring of Deteriorating Systems.
IEEE Trans Autom. Sci. Eng.
Erotokritos Skordilis, Ramin Moghaddass
2020 J jnl
A deep reinforcement learning approach for real-time sensor-driven decision making and predictive analytics.
Comput. Ind. Eng.
Erotokritos Skordilis, Ramin Moghaddass
2019 J jnl
Smart Control of Fleets of Electric Vehicles in Smart and Connected Communities.
IEEE Trans. Smart Grid
Ramin Moghaddass, Osama A. Mohammed, Erotokritos Skordilis, Shihab S. Asfour
2018 J jnl
A Hierarchical Framework for Smart Grid Anomaly Detection Using Large-Scale Smart Meter Data.
IEEE Trans. Smart Grid
Ramin Moghaddass, Jianhui Wang
2018 J jnl
Bayesian Patchworks: An Approach to Case-Based Reasoning.
CoRR
Ramin Moghaddass, Cynthia Rudin
2018 J jnl
Joint optimization of ordering and maintenance with condition monitoring data.
Ann. Oper. Res.
Ramin Moghaddass, Seyda Ertekin
2017 J jnl
A condition monitoring approach for real-time monitoring of degrading systems using Kalman filter and logistic regression.
Int. J. Prod. Res.
Erotokritos Skordilis, Ramin Moghaddass
2016 J jnl
The Factorized Self-Controlled Case Series Method: An Approach for Estimating the Effects of Many Drugs on Many Outcomes.
J. Mach. Learn. Res.
Ramin Moghaddass, Cynthia Rudin, David Madigan
2014 J jnl
An integrated framework for online diagnostic and prognostic health monitoring using a multistate deterioration process.
Reliab. Eng. Syst. Saf.
Ramin Moghaddass, Ming Jian Zuo
2013 J jnl
Selective maintenance for binary systems under imperfect repair.
Reliab. Eng. Syst. Saf.
Mayank Kumar Pandey, Ming Jian Zuo, Ramin Moghaddass, M. K. Tiwari
2012 J jnl
A parameter estimation method for a condition-monitored device under multi-state deterioration.
Reliab. Eng. Syst. Saf.
Ramin Moghaddass, Ming Jian Zuo
2011 J jnl
Availability of a general k-out-of-n: G system with non-identical components considering shut-off rules using quasi-birth-death process.
Reliab. Eng. Syst. Saf.
Ramin Moghaddass, Ming Jian Zuo, Wenbin Wang
2011 J jnl
Optimal Design of a Multi-State Weighted Series-Parallel System Using Physical Programming and Genetic Algorithms.
Asia Pac. J. Oper. Res.
Wei Li, Ming Jian Zuo, Ramin Moghaddass
2011 J jnl
Reliability and Availability Analysis of a Repairable k-out-of-n: G System With R Repairmen Subject to Shut-Off Rules.
IEEE Trans. Reliab.
Ramin Moghaddass, Ming Jian Zuo, Jian Qu