Ramin Moghaddass

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 11

Top Topics

Predictive Analytics

Condition Monitoring

Top Venues

Comput. Ind. Eng.

IEEE Trans. Smart Grid

Reliab. Eng. Syst. Saf.

Ann. Oper. Res.

Publications

Feiran Xu, Ramin Moghaddass
Enhancing anomaly detection with adaptive node inspection in large-scale networks with binary sensors. Comput. Ind. Eng. 189 (2024)
Ramin Moghaddass, Yongtao Guan
Optimal Frameworks for Detecting Anomalies in Sensor-Intensive Heterogeneous Networks. INFORMS J. Comput. 34 (5) (2022)
Mohammadmahdi Hajiha, Xiao Liu, Young M. Lee, Ramin Moghaddass
A physics-regularized data-driven approach for health prognostics of complex engineered systems with dependent health states. Reliab. Eng. Syst. Saf. 226 (2022)
Erotokritos Skordilis, Ramin Moghaddass
A deep reinforcement learning approach for real-time sensor-driven decision making and predictive analytics. Comput. Ind. Eng. 147 (2020)
Erotokritos Skordilis, Ramin Moghaddass
A Double Hybrid State-Space Model for Real-Time Sensor-Driven Monitoring of Deteriorating Systems. IEEE Trans Autom. Sci. Eng. 17 (1) (2020)
Ramin Moghaddass, Osama A. Mohammed, Erotokritos Skordilis, Shihab Asfour
Smart Control of Fleets of Electric Vehicles in Smart and Connected Communities. IEEE Trans. Smart Grid 10 (6) (2019)
Ramin Moghaddass, Cynthia Rudin
Bayesian Patchworks: An Approach to Case-Based Reasoning. CoRR (2018)
Ramin Moghaddass, Jianhui Wang
A Hierarchical Framework for Smart Grid Anomaly Detection Using Large-Scale Smart Meter Data. IEEE Trans. Smart Grid 9 (6) (2018)
Ramin Moghaddass, Seyda Ertekin
Joint optimization of ordering and maintenance with condition monitoring data. Ann. Oper. Res. 263 (1-2) (2018)
Erotokritos Skordilis, Ramin Moghaddass
A condition monitoring approach for real-time monitoring of degrading systems using Kalman filter and logistic regression. Int. J. Prod. Res. 55 (19) (2017)
Ramin Moghaddass, Cynthia Rudin, David Madigan
The Factorized Self-Controlled Case Series Method: An Approach for Estimating the Effects of Many Drugs on Many Outcomes. J. Mach. Learn. Res. 17 (2016)
Ramin Moghaddass, Ming Jian Zuo
An integrated framework for online diagnostic and prognostic health monitoring using a multistate deterioration process. Reliab. Eng. Syst. Saf. 124 (2014)
Mayank Kumar Pandey, Ming Jian Zuo, Ramin Moghaddass, M. K. Tiwari
Selective maintenance for binary systems under imperfect repair. Reliab. Eng. Syst. Saf. 113 (2013)
Ramin Moghaddass, Ming Jian Zuo
A parameter estimation method for a condition-monitored device under multi-state deterioration. Reliab. Eng. Syst. Saf. 106 (2012)
Ramin Moghaddass, Ming Jian Zuo, Jian Qu
Reliability and Availability Analysis of a Repairable k-out-of-n: G System With R Repairmen Subject to Shut-Off Rules. IEEE Trans. Reliab. 60 (3) (2011)
Wei Li, Ming Jian Zuo, Ramin Moghaddass
Optimal Design of a Multi-State Weighted Series-Parallel System Using Physical Programming and Genetic Algorithms. Asia Pac. J. Oper. Res. 28 (4) (2011)
Ramin Moghaddass, Ming Jian Zuo, Wenbin Wang
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. 96 (4) (2011)