Search Results for author: Hyejin Lee

Found 3 papers, 0 papers with code

Hierarchical Climate Control Strategy for Electric Vehicles with Door-Opening Consideration

no code implementations31 Mar 2024 Sanghyeon Nam, Hyejin Lee, Youngki Kim, Kyoung hyun Kwak, Kyoungseok Han

Three controllers are compared using the simulation model: (i) a hierarchical non-linear model predictive control (NMPC) with a unique coolant dividing layer and a component for cabin air inflow regulation based on door-opening signals; (ii) a single MPC controller; and (iii) a rule-based controller.

Management Model Predictive Control

Highly-scalable stochastic neuron based on Ovonic Threshold Switch (OTS) and its applications in Restricted Boltzmann Machine (RBM)

no code implementations21 Oct 2020 Seong-il Im, Hyejin Lee, Jaesang Lee, Jae-Seung Jeong, Joon Young Kwak, Keunsu Kim, Jeong Ho Cho, Hyunsu Ju, Suyoun Lee

Interest in Restricted Boltzmann Machine (RBM) is growing as a generative stochastic artificial neural network to implement a novel energy-efficient machine-learning (ML) technique.

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