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Santi Bardeeniz

kasetsart university
H指数:9
被引数:219
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Energy efficiency modeling considered chemical process anomalies using contrastive learning-guided generative adversarial imputation network for operation-aligned data reconstruction

能源效率建模考虑了化学过程中的异常,采用了对比学习引导的生成对抗补全网络,用于操作对齐的数据重构。

2026-02-210
OAAI
Mixed-interval steam consumption modeling for industrial energy optimization via meta-learning through shared attention
Energy
IF9.4
2026-02-020
PRE
A deep reinforcement learning framework for regime-specific decision in the operation of industrial ammonium sulfate crystallization
2026-01-200
OAAI
Energy structure analysis of the process heating system in crude glycerin refinery using a physics-guided dual-region echo state network for multirate steam modeling

采用物理引导的双区域回声状态网络对粗甘油精炼厂工艺加热系统的能量结构进行多速率蒸汽建模分析

2025-12-020
PRE
Real-time particle size prediction in ammonium sulfate crystallization using router-guided deep learning with operating-subspace segmentation

采用基于操作子空间分割的路由引导深度学习进行硫酸铵结晶过程中的实时粒径预测

2025-10-210
PRE
Prioritized fault detection and diagnosis in chemical industry using production loss-guided cost matrix with self-attention mechanism

基于生产损失引导成本矩阵和自注意力机制的化工行业优先级故障检测与诊断

2025-06-240
PRE
Self-driving surrogate modeling for optimizing targeted bio-oil yield and heating value in waste biomass-plastic co-pyrolysis

自驱动代理建模在优化目标生物油产率和热值方面的应用:废生物质-塑料共热解

2025-05-280
PRE
Law of conservation-guided neural network with gradient aggregation for improved energy efficiency optimization in industrial processes

具有梯度聚合的守恒引导神经网络定律可改善工业过程中的能效优化

2025-05-010
OAAI
Artificial intelligence-driven control for enhancing carbon dioxide-based wastewater pH regulation in tubular reactor
2025-01-011
PRE
Energy efficiency characteristics analysis for process diagnosis under anomaly using self-adaptive-based SHAP guided optimization
ENERGY
IF9.4
2024-11-011
PRE
Enhancing industrial sustainability in complex production systems through energy hotspot identification: A multi-task learning with layer-wise relevance propagation approach
2024-09-010
OAAI
Machine learning approach with a posteriori-based feature to predict service life of a thermal cracking furnace with coking deposition
2024-06-015
OAAI
Digital twin-aided transfer learning for energy efficiency optimization of thermal spray dryers: Leveraging shared drying characteristics across chemicals with limited data
2024-04-017
PRE
Energy efficiency and savings analysis with multirate sampling for petrochemical process using convolutional neural network-based transfer learning
2023-10-018
OAAI
Explainable deep transfer learning for energy efficiency prediction based on uncertainty detection and identification
2023-04-019
OAAI