A novel deep learning model based on target transformer for fault diagnosis of chemical process

Zhenchao Wei, Xu Ji, Li Zhou, +2

Process Safety and Environmental Protection

Fault DiagnosisDeep Neural NetworksEngineeringMachine LearningIntelligent Diagnostics +7

Studies on the extraction of chromium(III) by emulsion liquid membrane

Lifeng Zhao, Dejun Fei, Yagu Dang, +2

Journal of Hazardous Materials

Solvent ExtractionChemical EngineeringEngineeringSeparation ScienceWater Purification +7

Application of natural language processing in HAZOP reports

Xiayuan Feng, Yiyang Dai, Xu Ji, +2

Process Safety and Environmental Protection

Natural Language ProcessingHazop ReportsEngineeringNlp TaskLanguage Studies +6

Liquid viscosity of low-GWP refrigerant mixtures (R32 + R1234yf) and (R125 + R1234yf)

Yagu Dang, Takumi Kamiaka, Chaobin Dang, +1

The Journal of Chemical Thermodynamics

Integrating feature optimization using a dynamic convolutional neural network for chemical process supervised fault classification

Lu Deng, Yang Zhang, Yiyang Dai, +3

Process Safety and Environmental Protection

Fault DiagnosisEngineeringMachine LearningData SciencePattern Recognition +11

Measurement of vapor viscosity of R1234yf and its binary mixtures with R32, R125

Yagu Dang, Hong Seok Kim, Chaobin Dang, +1

International Journal of Refrigeration

EngineeringMolecular ThermodynamicsDifferential Scanning CalorimetryRheologyBinary Mixtures +6

Architecture model proposal of innovative intelligent manufacturing in the chemical industry based on multi-scale integration and key technologies

Ge He, Yagu Dang, Li Zhou, +3

Computers & Chemical Engineering

Process IntegrationIndustrial DesignEngineeringInnovative Intelligent ManufacturingIndustrial Engineering +11

Online Optimization of Fluid Catalytic Cracking Process via a Hybrid Model Based on Simplified Structure-Oriented Lumping and Case-Based Reasoning

Ge He, Chenglin Zhou, Tao Luo, +4

Industrial & Engineering Chemistry Research

EngineeringIndustrial EngineeringGreen ChemistryComputational ChemistryStructural Optimization +19

Comprehensive Machine Learning-Based Model for Predicting Compressive Strength of Ready-Mix Concrete

Jiajia Xu, Li Zhou, Ge He, +3

Materials

EngineeringMachine LearningPerformance-based Building DesignMechanical EngineeringStructural Performance +16

Adaptive Modeling Strategy Integrating Feature Selection and Random Forest for Fluid Catalytic Cracking Processes

Chen Chen, Li Zhou, Xu Ji, +3

Industrial & Engineering Chemistry Research

Fluid Catalytic CrackingEngineeringMachine LearningIndustrial EngineeringMachine Learning Tool +18