A5031401727- Reliability and Maintenance Optimization
- Wind Energy Research and Development
- Power System Reliability and Maintenance
- Mining Techniques and Economics
- Advanced Battery Technologies Research
- Management and Optimization Techniques
- Quality and Safety in Healthcare
Wayne State University
2020-2023
Industrial sensor data provides significant insights into the failure risks of microgrid generation assets. In traditional applications, these sensor-driven are used to generate alerts that initiate maintenance actions without considering their impact on operational aspects. The focus this paper is propose a framework i) builds seamless integration between and & drivers ii) demonstrates value for improving multiple aspects operations. proposed offers an integrated stochastic optimization...
The rapid increase in scale and sophistication of offshore wind (OSW) farms poses a critical challenge related to the cost-effective operation management energy assets. A defining characteristic this is economic trade-off between two concomitant processes: power production (the primary driver short-term revenues), asset degradation main determinant long-term expenses). Traditionally, approaches optimize maintenance have been conducted isolation. In article, we conjecture that joint...
The rapid increase in scale and sophistication of offshore wind (OSW) farms poses a critical challenge related to the cost-effective operation management energy assets. A defining characteristic this is economic trade-off between two concomitant processes: power production (the primary driver short-term revenues), asset degradation main determinant long-term expenses). Traditionally, approaches optimize maintenance have been conducted isolation. In paper, we conjecture that joint...
Effective operations and maintenance (O&M) in modern production systems hinges on careful orchestration of economic degradation dependencies across a multitude assets. While the are well studied, their impact system remain an open challenge. To address this challenge, we model condition-based decisions for multi-asset with interactions. There is rich literature O&M policies single-asset systems. These models fail to represent composed multiple interacting We providing first optimize embedded...
Industrial sensor data provides significant insights into the failure risks of microgrid generation assets. In traditional applications, these sensor-driven are used to generate alerts that initiate maintenance actions without considering their impact on operational aspects. The focus this paper is propose a framework i) builds seamless integration between and & drivers, ii) demonstrates value for improving multiple aspects operations. proposed offers an integrated stochastic optimization...