Arzam Muzaffar Kotriwala

This inventor holds 14 USPTO granted patents and 22 published patent applications and 15 EPO patents, primarily in Industrial Machine Learning. Top assignee: Abb Schweiz Ag. Active years: 2021-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Arzam Muzaffar Kotriwala. Retrieved from https://idiyas.com/inventor/arzam-muzaffar-kotriwala

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Calculating rank

USPTO Granted Patents = 14 (Patent Applications = 22)

% Patents Active = 92.9

EPO Patents = 15 (Patent Applications = 34)

Average Co-Inventor Count = 6.5

ph-index = 1

Forward Citations = 1(Granted Patents)

Company Filing History:

14 out of 2,952

Abb Schweiz Ag

patents

Years Active: 2021-2026

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Areas of Expertise:

Decision Support

Outlier Detection

Process Optimization

Machine Learning

Industrial Applications

Data Processing

Artificial Intelligence

Equipment Monitoring

Process Model

User-Machine Dialogue

Predictive Maintenance

14 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12770033 - Decision support in industrial plants (2026-10-20),

2. 12743661 - Outlier detection based on process fingerprints from robot cycle data (2026-09-22),

3. 12737707 - Method for a plant operation optimization component (2026-09-15),

4. 12730419 - Machine learning system and method for connecting learning model and industrial plant through abstraction layer (2026-09-08),

5. 12725094 - Data processing for industrial machine learning (2026-09-01),

6. 12657516 - Removing undesirable inferences from a machine learning model (2026-06-16),

7. 12607972 - Method and apparatus for monitoring machine learning models (2026-04-21),

8. 12602614 - Training an artificial intelligence module for industrial applications (2026-04-14),

9. 12547928 - Method and a system for applying machine learning to an application (2026-02-10),

10. 12474700 - Industrial plant operator intervention system for use in an industrial plant (2025-11-18),

11. 12449781 - Method for generating a process model (2025-10-21),

12. 12007745 - Apparatus for predicting equipment damage (2024-06-11),

13. 11835429 - Apparatus for equipment monitoring (2023-12-05),

14. 11069356 - Computer system and method for controlling user-machine dialogues (2021-07-20),

Title: Arzam Muzaffar Kotriwala: Innovator in Process Modeling and Equipment Prediction

Introduction

Arzam Muzaffar Kotriwala is a notable inventor based in Ladenburg, Germany. He has made significant contributions to the fields of process modeling and equipment prediction, holding a total of 14 patents. His innovative approaches have the potential to enhance operational efficiency in various industrial applications.

Latest Patents

Kotriwala's latest patents include a "Method for generating a process model" and an "Apparatus for predicting equipment damage." The method for generating a process model involves creating a model that captures the manual mode procedures of a plant process. This is achieved by analyzing log events of operational actions, filtering related sequences, and determining statistical properties of process variables. The resulting process model is designed to improve the understanding and management of plant operations.

The apparatus for predicting equipment damage utilizes machine learning algorithms to assess the state of equipment based on sensor data. By processing calibration sensor data, the system can classify equipment states into clusters, allowing for timely predictions of potential damage. This innovation aims to enhance maintenance strategies and reduce downtime in industrial settings.

Career Highlights

Arzam Muzaffar Kotriwala is currently employed at Abb Schweiz AG, where he continues to develop cutting-edge technologies. His work focuses on integrating advanced data analytics and machine learning into industrial processes, making significant strides in operational efficiency and predictive maintenance.

Collaborations

Kotriwala collaborates with talented professionals in his field, including Ido Amihai and Subanatarajan Subbiah. These collaborations foster an environment of innovation and knowledge sharing, contributing to the advancement of their respective projects.

Conclusion

Arzam Muzaffar Kotriwala is a distinguished inventor whose work in process modeling and equipment prediction is paving the way for advancements in industrial technology. His contributions are not only valuable to his company but also to the broader field of engineering and technology.

Profile summary based on public USPTO records.