Abedi, H Sarkar, S Wickström, A
Published in
Journal of Physics: Conference Series
This research investigates the potential of a game-theoretic-based Active Yaw Control (AYC) strategy to enhance power generation in wind farms. The proposed AYC strategy in this study replaces traditional look-up tables with a trained Artificial Neural Network (ANN) that determines the optimal yaw misalignment for turbines under time-varying atmosp...
Balaji, Adarsha; Huynh, Phu Khanh; Catthoor, Francky; 14055; Dutt, Nikil D.; Krichmar, Jeffrey L.; Das, Anup;
status: published
Pyle, Kenneth E Wu, Yen-Hung M'Closkey, Robert T
In this article, a dual-stage positioning system for precisely tracking continuous scan and step scan profiles to meet the high-precision dynamic positioning requirements of space optical instruments is reported. A piezoelectric walking stage provides a long-stroke platform to which a short-stroke voice coil-actuated shuttle is mounted. The shuttle...
varatharajan, a. pellegrino, g. armando, e.
This paper proposes a new magnetic model self-identification technique for synchronous machines to build the flux-map look-up tables (LUTs). Provided the shaft is free to turn, an alternating self-acceleration and deceleration sequence is envisaged for identification without a dedicated experimental rig or additional hardware. Respect to previous w...
Fasfous, Nael Vemparala, Manoj Rohit Frickenstein, Alexander Valpreda, Emanuele Salihu, Driton Hufer, Julian Singh, Anmol Nagaraja, Naveen-Shankar Voegel, Hans-Joerg Vu Doan, Nguyen Anh
...
We present AnaCoNGA, an analytical co-design methodology, which enables two genetic algorithms to evaluate the fitness of design decisions on layer-wise quantization of a neural network and hardware (HW) resource allocation. We embed a hardware architecture search (HAS) algorithm into a quantization strategy search (QSS) algorithm to evaluate the h...
Han, K. Huh, K.Y.
The conditional moment closure (CMC) method with tabulated chemistry is proposed to reduce the computational load for integration of stiff reaction steps in the conventional CMC methods. It is based on the assumption that temperature and all species except CO and CO2 adjust fast enough so that they can be uniquely determined by the single reaction ...
Bao, Xiue; Zhang, Meng; 100750; Ocket, Ilja; Zhuangzhuang, Liu; Nauwelaers, Bart; 13917; Schreurs, Dominique; 9846;
status: published
Hleihel, Elie Fadel, Maurice
In recent decades, the microgrid concept emerged as a solution to electrify remote areas and integrate renewable energy sources to mitigate environmental pollution. Owing to the evolution of power electronic devices, the ease of control, and the improved efficiency and reliability, DC microgrids are gaining increased interest. Many kinds of researc...
Ma, Chenwei Li, Huayu Yao, Xuliang Zhang, Zhenbin De Belie, Frederik
Model-based predictive control that highly depends on system parameters is widely investigated. In contrast, model-free predictive current control (MFPCC) can be performed based on input or output measured data, rather than on any system model information, hence eliminating the influence of parameter uncertainties. In such a strategy, the current g...
f., mo e., spano c. ardesi, y. piccinini, g. graziano, m.
The recent growth of Artificial Neural Networks fueled the design of numerous Artificial Intelligence (AI) dedicated hardware implementations. High power dissipation, computational complexity, and large area footprints currently limit CMOS based real-time embedded AI applications. In this work, we design and simulate through SPICE, for the first ti...
