Company Filing History:
Years Active: 2025
Title: Innovations by Peter Mankowski in Mushroom Crop Management
Introduction
Peter Mankowski is an innovative inventor based in Vernon, California. He has made significant contributions to the field of agricultural technology, particularly in mushroom crop management. With a total of 2 patents, Mankowski is recognized for his advancements that integrate machine learning and robotics into agricultural practices.
Latest Patents
Mankowski's latest patents include a "Machine-learning-enabled tool changer for mushroom crop management system." This invention involves a robotic mushroom crop manager that utilizes data from mushroom beds to optimize crop management actions. By employing a trained mushroom bed model, the system generates state vectors that characterize the conditions of the mushroom bed over time. The crop management equipment is then controlled to select appropriate tools based on the current state, ensuring efficient management of the mushroom crop.
Another notable patent is the "Mushroom trimming and sorting system." This system features a stem trimming device, a positioning system, and an imager set. The controller operates the positioning system to bring a single mushroom into view, generating an image set to analyze its properties. The system employs a trained machine-learning model to determine the mushroom's characteristics, such as the length of the stem and sorting categories based on cap parameters. The end portion of the stem is trimmed to remove soil and defects, and the mushroom is sorted into designated receptacles.
Career Highlights
Peter Mankowski is currently employed at 4ag Robotics Inc., where he continues to develop innovative solutions for agricultural challenges. His work focuses on enhancing the efficiency and effectiveness of mushroom cultivation through advanced technology.
Collaborations
Mankowski collaborates with talented individuals such as Prashanth Haleyur Narayana Rao and Mehfuz A Rahman, contributing to a dynamic team dedicated to pushing the boundaries of agricultural innovation.
Conclusion
Peter Mankowski's contributions to mushroom crop management through his patents demonstrate the potential of integrating technology in agriculture. His work not only enhances productivity but also paves the way for future innovations in the field.