Mohammadmahdi Hajiha
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Research Areas
Biography and Research Information
OverviewAI-generated summary
Mohammadmahdi Hajiha's research centers on the development and application of physics-regularized data-driven models for the prognostics and health management of complex engineered systems. His work investigates degradation processes under dynamic operating conditions, considering competing factors and their practical applications. Hajiha has published research on modeling degradation in cooling systems, employing physics-regularized approaches to enhance health management strategies. He also explores robust optimization techniques for network design, particularly in contexts involving uncertain capacities over multiple periods, such as airport hub networks.
His publications include studies on physics-regularized degradation models for cooling system health management and a physics-regularized data-driven approach for health prognostics of complex engineered systems with dependent health states. Hajiha's work also extends to robust optimization for designing multi-period airport hub networks with uncertain capacity. His research metrics include an h-index of 2 with 5 total publications and 45 total citations.
Metrics
- h-index: 2
- Publications: 5
- Citations: 46
Selected Publications
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A robust optimization approach for designing multi-period airport hub network with uncertain capacity (2024)
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A Physics-Regularized Degradation Model for Cooling System Health Management (2023)
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A physics-regularized data-driven approach for health prognostics of complex engineered systems with dependent health states (2022)
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A Physics-Regularized Degradation Model for Cooling System Health Management (2022)
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Degradation under dynamic operating conditions: Modeling, competing processes and applications (2020)
Collaboration Network
Top Collaborators
- Degradation under dynamic operating conditions: Modeling, competing processes and applications
- A physics-regularized data-driven approach for health prognostics of complex engineered systems with dependent health states
- A Physics-Regularized Degradation Model for Cooling System Health Management
- A Physics-Regularized Degradation Model for Cooling System Health Management
- Degradation under dynamic operating conditions: Modeling, competing processes and applications
- A physics-regularized data-driven approach for health prognostics of complex engineered systems with dependent health states
- A physics-regularized data-driven approach for health prognostics of complex engineered systems with dependent health states
- A robust optimization approach for designing multi-period airport hub network with uncertain capacity
- A robust optimization approach for designing multi-period airport hub network with uncertain capacity
- A robust optimization approach for designing multi-period airport hub network with uncertain capacity