Parham Mobed

Title: Parham Mobed: Innovator in Process Industries

Introduction

Parham Mobed is a notable inventor based in Lowell, MA (US). He has made significant contributions to the field of process modeling and simulation through his innovative approach that combines machine learning with domain knowledge and first principles.

Latest Patents

Parham Mobed holds 1 patent for his work titled "Combining machine learning with domain knowledge and first principles for modeling in the process industries." This patent focuses on computer-based process modeling and simulation methods that integrate first principles models with machine learning models. The invention addresses the limitations of each model by adjusting input values using first principles techniques and training machine learning models on these adjusted values. Additionally, it includes a method where a machine learning model represents the residual between a first principles model prediction and empirical data, thereby enhancing the accuracy of physical phenomena predictions. The hybrid models developed through this patent enable process engineers to troubleshoot, debottleneck, and optimize chemical processes in industrial plants.

Career Highlights

Parham Mobed is currently employed at Aspentech Corporation, where he applies his expertise in process industries. His work has been instrumental in advancing the capabilities of process modeling and simulation, making significant impacts in the field.

Collaborations

Some of his notable coworkers include Willie K C Chan and Benjamin Fischer, who contribute to the innovative environment at Aspentech Corporation.

Conclusion

Parham Mobed's contributions to the field of process industries through his patent and work at Aspentech Corporation highlight his role as an influential inventor. His innovative methods are paving the way for advancements in process modeling and simulation.