5 papers
Link prediction Graph Neural Networks for structure recognition of Handwritten Mathematical Expressions
Cuong Tuan Nguyen, Ngoc Tuan Nguyen, Triet Hoang Minh Dao +2
We propose a Graph Neural Network (GNN)-based approach for Handwritten Mathematical Expression (HME) recognition by modeling HMEs as graphs, where nodes represent symbols and edges…
MILP-based optimal day-ahead scheduling for system-centric CEMS supporting different types of homes and energy trading
Huy Truong Dinh, Dongwan Kim, Daehee Kim
Optimal day-ahead scheduling for a system-centric community energy management system (CEMS) is proposed to provide economic benefits and user comfort of energy management at the co…
A Supervised-Learning based Hour-Ahead Demand Response of a Behavior-based HEMS approximating MILP Optimization
Huy Truong Dinh, Kyu-haeng Lee, Daehee Kim
The demand response (DR) program of a traditional HEMS usually intervenes appliances by controlling or scheduling them to achieve multiple objectives such as minimizing energy cost…
MILP-based Imitation Learning for HVAC control
Huy Truong Dinh, Daehee Kim
To optimize the operation of a HVAC system with advanced techniques such as artificial neural network, previous studies usually need forecast information in their method. However,…
An Optimal Energy-Saving Home Energy Management Supporting User Comfort and Electricity Selling with Different Prices
Huy Truong Dinh, Daehee Kim
In this study, we investigate the operation of an optimal home energy management system (HEMS) with integrated renewable energy system (RES) and energy storage system (ESS) support…