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Real-Time Control and Optimal Plant Design for Renewable Energy Systems Using Bayesian Optimization
Title
Real-Time Control and Optimal Plant Design for Renewable Energy Systems Using Bayesian Optimization
Author
Baheri, Ali
Date Created
2018
Subjects--Topical
Mechanical engineering, Computer science
Description
The overarching objective of this research is to use machine learning tools to address the design and real-time control of active systems, focusing specifically by tethered airborne wind energy and ocean current energy systems. In both application...
Hierarchical Control Strategies for Spatiotemporally Varying Systems with Application to Airborne Wind Energy
Title
Hierarchical Control Strategies for Spatiotemporally Varying Systems with Application to Airborne Wind Energy
Author
Bafandeh, Alireza
Date Created
2018
Subjects--Topical
Mechanical engineering, Electrical engineering
Description
Wind energy represents a leading renewable resource for the production of clean and sustainable electricity for on- and off-grid networks. Nevertheless, tower and foundation costs, which typically represent about 30 percent of the total installati...
Experimentally Infused Active System Optimization - Theoretical Framework and Airborne Wind Energy Case Study
Title
Experimentally Infused Active System Optimization - Theoretical Framework and Airborne Wind Energy Case Study
Author
Deodhar, Nihar
Date Created
2018
Subjects--Topical
Mechanical engineering, Engineering
Description
This research pioneers formal combined plant and controller optimization (termed ``co-design") schemes for complex systems where accurate but expensive experiments are fused with cheap but less accurate numerical simulations. This fusion of experi...
Robust Interpolation and Iterative Learning Strategies for Modulated Tool Path Planning
Title
Robust Interpolation and Iterative Learning Strategies for Modulated Tool Path Planning
Author
DiMarco, Christopher
Date Created
2016
Subjects--Topical
Mechanical engineering, Artificial intelligence
Description
During single-point metal turning processes, a long, razor-sharp chip nest is often formed that can be a hazard to both operators and the part being machined. To combat this, a process called Modulated Tool Path (MTP) machining was developed by Ba...