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Chanin Panjapornpon

kasetsart university
H指数:14
被引数:965
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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
Analytical Solution of Optimal Filter Design for Internal Model Control for First and Second Order Dead-Time Processes

一阶和二阶死区过程内模控制的最优滤波器设计的解析解

2026-01-130
PRE
Simulation-Based Process Design and Preliminary Techno-Economic Assessment of Sulfonation-Based Pretreatment of Sugarcane Leaves Under Mild Conditions

基于模拟的磺化法甘蔗叶温和条件预处理工艺设计与初步技术经济评估

2025-12-040
PRE
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
Strategic optimization of β-galactosidase binding performance in packed bed ion exchange chromatography

在填充床离子交换色谱中β-半乳糖苷酶结合性能的战略性优化

2025-09-040
PRE
Systematic optimization of histidine-tagged enhanced green fluorescent protein (His-EGFP) purification using packed bed immobilized metal affinity chromatography: A multistage design of experiments approach

采用填充床固定化金属亲和色谱法对组氨酸标签增强型绿色荧光蛋白(His-EGFP)纯化进行系统优化:一种多阶段实验设计方法

2025-09-020
PRE
Integrated optimization of EGFP production and direct recovery using stirred fluidized bed adsorption: Effects of culture and stirring conditions

EGFP生产与直接回收的集成优化:培养和搅拌条件的影响

2025-09-020
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
Integrated strategy for efficient production and direct purification of EGFP from unclarified feedstocks

高效生产与直接从不澄清料液中纯化EGFP的整合策略

2025-06-070
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
AOPC-based control for efficient uncertainty mitigation in UASB wastewater treatment with multiple manipulated variables and distributed biomass integration
2024-08-011
PRE
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