Interactive Session: Data and Information Systems

Chair(s):

This session solicits posters in the broad area of Data and Information Management in the chemical engineering domain. Abstracts describing methods, applications, challenges, and tools are all welcome.

Papers:
3:30 PM
(370l) Semi-Automatic Method to Optimize Multi-Lamp High Flux Solar Simulators Utilizing Machine Learning Algorithms
3:30 PM
(370o) New Evaluation Method of Soft Sensors Considering Characteristics of Time Series Data
3:30 PM
(370k) Hierarchical Multi-Class Segmentation for Identification of MIMO Systems from Historical Data
3:30 PM
(370q) Reverse Mapping of Nonlinear Process Responses By a Trained Neural Network
3:30 PM
(370s) GPU Parallel Forward and Backward Selection for Model Building
3:30 PM
(370v) Machine Learning-Based Surrogate Modeling and Optimization: Application to Systematic Process Intensification Using Building Block Superstructure
3:30 PM
(370t) Going through the Disruptive Transformations in Chemical Industrial Practices : Impact of Expert Systems and Artificial Intelligence on Automation and Decision Making
3:30 PM
(370h) Prediction of Pressure Drop of Platforming Exchanger in a Continuous Catalytic Reforming Unit
3:30 PM
(370c) A Holistic Approach for the Development and Test of an Information System
3:30 PM
(370n) Constructing Interpretable and Accurate Model Combining Decision Tree and Random Forest
3:30 PM
(370j) A Stochastic Programming for Optimal Fence Line Monitoring and Detection of Toxic and Flammable Gases Using Fixed and Mobile Sensors
3:30 PM
(370a) Computer Vision Improvised Cell Detection for Lab-on-a-Chip Diagnostics Point Care Solutions
3:30 PM
(370f) Quantitative Evaluation of Grouping Complex Substances and Sorbent Material Design: Delivering Data-Informed Insights
3:30 PM
(370i) Constrained Parameter Identification Algorithms for Dual-Rate Systems with Inter-Sample Output Prediction
3:30 PM
(370d) A Data-Driven Approach for Parameter Estimation of Stochastic Models By Using Machine Learning Techniques
3:30 PM
(370g) Experimental Validation of Methods for Optimizing Remaining Useful Life (RUL)
3:30 PM
(370b) Probabilistic PCA for Multivariate Process Monitoring and Comparison with PCA
3:30 PM
(370m) Machine Learning for Biorefining: Towards a Universal Kinetic Model of Wood Deconstruction
3:30 PM
(370r) Development of an Image Analysis Tool for High-Speed Imaging Data in a Dropwise Additive Manufacturing Process
3:30 PM
(370u) Cognitive Autonomous Agents for Process Abnormal Behaviour Detection: An Application of Arti?cial Intelligence
3:30 PM
(370e) Hybrid Cutpoint Optimization Using Improved Swing-Cut Method and Data Analytics for Crude-Oil Distillation Towers
3:30 PM
(370p) Model-Based Optimization of Laser-Reduced Graphene with Sparse Datasets
Topics: 
Computing and Systems Engineering

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Individuals

AIChE Members $150.00
AIChE Graduate Student Members Free
AIChE Undergraduate Student Members Free
Non-Members $225.00