An approach to dc-dc converter optimization using machine learning-based component models
S Reese, D Maksimovic - 2022 IEEE 23rd Workshop on Control …, 2022 - ieeexplore.ieee.org
This paper presents a novel approach to power converter design and optimization, where
the optimal component characteristics for a DC-DC converter architecture are selected given …
the optimal component characteristics for a DC-DC converter architecture are selected given …
Autotg: Reinforcement learning-based symbolic optimization for ai-assisted power converter design
Power converters are pervasive in modern electronic component design. They can be found
in all electronic devices from household appliances and cellphone chargers to vehicles …
in all electronic devices from household appliances and cellphone chargers to vehicles …
A novel peer-to-peer control strategy for multiterminal DC distribution systems
X **e, X Quan, Z Wu, X Cao, W Hu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper proposes a novel peer-to-peer control strategy (PPCS) and then develops a
generalized hierarchical control scheme (GHCS) based on the PPCS for DC voltage control …
generalized hierarchical control scheme (GHCS) based on the PPCS for DC voltage control …
[PDF][PDF] Deep Symbolic Optimization for Electric Component Sizingin Fixed Topology Power Converters
Power converters (PC) are a major component in any current electronic hardware device.
The development and design is usually guided by expert knowledge and heavily relies on …
The development and design is usually guided by expert knowledge and heavily relies on …
A Novel FPGA-Based Circuit Simulator for Accelerating Reinforcement Learning-Based Design of Power Converters
High-efficiency energy conversion systems have become increasingly important due to their
wide use in all electronic systems such as data centers, smart mobile devices, E-vehicles …
wide use in all electronic systems such as data centers, smart mobile devices, E-vehicles …
Grey wolf optimizer for the design optimization of a DC-DC boost converter
BJ Saharia, N Sarmah - Bulletin of Electrical Engineering and Informatics, 2023 - beei.org
Abstract Design optimization of a DC-DC boost converters for minimizing overall operational
losses is the problem under study. The optimum design contains selecting the best value of …
losses is the problem under study. The optimum design contains selecting the best value of …
Deep Symbolic Optimization for Electric Component Sizing in Fixed Topology Power Converters
L Xue - 2021 - osti.gov
Power converters (PC) are a major component in any current electronic hardware device.
The development and design is usually guided by expert knowledge and heavily relies on …
The development and design is usually guided by expert knowledge and heavily relies on …