4 citations · 4 across the 1 of their papers we have counts for
5 papers
Mixed Reality Interface for Digital Twin of Plant Factory
Byunghyun Ban
An easier and intuitive interface architecture is necessary for digital twin of plant factory. I suggest an immersive and interactive mixed reality interface for digital twin model…
Deep learning method to remove chemical, kinetic and electric artifacts on ISEs
Byunghyun Ban
We suggest a deep learning based sensor signal processing method to remove chemical, kinetic and electrical artifacts from ion selective electrodes' measured values. An ISE is used…
Control of nonlinear, complex and black-boxed greenhouse system with reinforcement learning
Byunghyun Ban, Soobin Kim
Modern control theories such as systems engineering approaches try to solve nonlinear system problems by revelation of causal relationship or co-relationship among the components;…
ODE network model for nonlinear and complex agricultural nutrient solution system
Byunghyun Ban, Minwoo Lee, Donghun Ryu
In closed hydroponic systems, periodic readjustment of nutrient solution is necessary to continuously provide stable environment to plant roots because the interaction between plan…
Machine learning approach to remove ion interference effect in agricultural nutrient solutions
Byunghyun Ban, Donghun Ryu, Minwoo Lee
High concentration agricultural facilities such as vertical farms or plant factories consider hydroponic techniques as optimal solutions. Although closed-system dramatically reduce…