This inventor holds 2 USPTO granted patents. Top assignee: Aspen Technology, Inc.. Active years: 2018-2022.
Location History:
- Katy, TX (US) (2018)
- Houston, TX (US) (2022)
Company Filing History:
Years Active: 2018-2022
Title: The Innovative Contributions of Stacy Janak
Introduction
Stacy Janak is a prominent inventor based in Houston, TX, known for her significant contributions to the field of machine learning and refinery optimization. With a total of 2 patents, she has made strides in improving operational efficiencies in complex industrial processes.
Latest Patents
One of her latest patents is titled "Classification of Operating Plan Data Using Machine Learning." This invention provides a computer system that enhances the classification of operating and scheduling plan data for process plants. The system identifies patterns in the plan data and organizes them into a hierarchical structure of clusters that represent distinct conditions. By utilizing a dataset of operating plan data represented by process variables, the system reduces the number of process variables by generating principal components that capture variations across cases. It employs automated clustering techniques to create a hierarchical structure that indicates distinct operating conditions.
Another notable patent is the "Rundown Blending Optimization Apparatus and Method." This invention optimizes refinery operations through a computer modeling apparatus. It includes an input module that allows users to specify inventory information and refinery product commitments. The processor routine sequences refinery operations into a schedule that aligns with these commitments, ultimately providing a display that facilitates optimized refinery operations.
Career Highlights
Stacy Janak works at Aspen Technology, Inc., where she applies her expertise in machine learning and optimization to enhance refinery processes. Her innovative work has positioned her as a key player in the industry, contributing to advancements that improve operational efficiency.
Collaborations
Stacy collaborates with talented individuals such as Dimitrios Varvarezos and Sabastian Terrazas-Moreno, further enriching her work environment and fostering innovation.
Conclusion
Stacy Janak's contributions to machine learning and refinery optimization exemplify her commitment to innovation. Her patents reflect her ability to address complex challenges in industrial processes, making her a valuable asset in her field.