This document contains a list of my papers (56) and patents (79). It has been organized by year of publication. Some preliminary categorization has also been done.
Top 10 Cited Articles in VLSI Design & Communication Systems Research: Januar...VLSICS Design
International Journal of VLSI design & Communication Systems (VLSICS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of VLSI Design & Communications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced VLSI Design & communication concepts and establishing new collaborations in these areas.
March 2021: Top 10 Cited Article in VLSI Design & Communication SystemsVLSICS Design
International Journal of VLSI design & Communication Systems (VLSICS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of VLSI Design & Communications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced VLSI Design & communication concepts and establishing new collaborations in these areas.
September 2022-Top 10 Cited Articles-International Journal of Embedded System...ijesajournal
International Journal of Embedded Systems and Applications (IJESA) is a quarterly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the Embedded Systems and applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Embedded Systems and establishing new collaborations in these areas.
Authors are solicited to contribute to the journal by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the areas of Embedded Systems & applications.
Top 5 most viewed articles from academia in 2021 - International Journal of C...IJCSEA Journal
International Journal of Computer Science, Engineering and Applications (IJCSEA) is an open access peer-reviewed journal that publishes articles which contribute new results in all areas of the computer science, Engineering and Applications. The journal is devoted to the publication of high quality papers on theoretical and practical aspects of computer science, Engineering and Applications.
MOST CITED ARTICLES IN 2016 - International Journal of Managing Value and Sup...ijmvsc
The International Journal of Managing Value and Supply Chains ( IJMVSC ) is a quarterly open access peer-reviewed journal that publishes articles that contribute new results in all areas of value and supply chain management. The journal provides a platform to disseminate new ideas and new research, advance theories, and propagate best practices in the management of value and supply chain management, looking across both product and service-based businesses. This will include works based in service management, logistics and distribution, operations management, process management, flow control, and customer service. The journal offers a forum in which academics, consultants, and practitioners in a variety of fields can exchange ideas to further research and improve practices in all areas of business. The International Journal of Managing Value and Supply Chains ( IJMVSC ) seek to establish new collaborations, new best practices, and new theories in the management of both product and service-based organizations around the world.
La manufactura de productos consiste en transformar los distintos materiales de ensamblaje en el producto terminado que acabará en el mercado para el consumo de sus clientes. Para lograrlo, todas las empresas cuentan con distintos procesos, los cuales tienen como finalidad satisfacer los objetivos de producción, con el fin de cumplir con las expectativas de sus clientes en cuanto a calidad y tiempos de entregas. Para lograr estos objetivos, todas las empresas deben tomar decisiones acertadas en función a sus operaciones. Administrando adecuadamente todos los recursos (materiales, equipos y personal). Es por esto que el objetivo de la optimización de recursos mediante la simulación de eventos discretos es tener procesos más eficientes; tanto en la manufactura de los productos como en sus costos y tiempos de entrega, esto se logra minimizando errores en la toma de decisiones, eliminando los cuellos de botella, desperdicios, entre otros. Algunas herramientas que se pueden utilizar para la simulación de eventos discretos son: Experfit, Experimenter, IBM SPSS y los softwares FlexSim.
This document introduces a systems engineering toolkit for infrastructure developed by the Centre for Systems Engineering and Innovation at Imperial College London. The toolkit provides an overview of systems engineering fundamentals and pointers to existing resources to aid in developing knowledge about systems engineering for infrastructure. It describes the origins and definitions of systems engineering, motivations for its application to infrastructure, and highlights some key tools and methods including process models, dependence modeling, modeling languages, flow representations, and mathematical analysis.
This document proposes modifying boosting algorithms to include local elements, like gates or learners, to improve performance. It plans to evaluate boosting algorithms with local gates and local learners. Initial results show the modified designs improve standard boosting algorithms' performance while reducing computational load in some cases. The project aims to establish boosting classifier design philosophies that address boosting algorithms' difficulties and reduce computational load.
Top 10 Cited Articles in VLSI Design & Communication Systems Research: Januar...VLSICS Design
International Journal of VLSI design & Communication Systems (VLSICS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of VLSI Design & Communications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced VLSI Design & communication concepts and establishing new collaborations in these areas.
March 2021: Top 10 Cited Article in VLSI Design & Communication SystemsVLSICS Design
International Journal of VLSI design & Communication Systems (VLSICS) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of VLSI Design & Communications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced VLSI Design & communication concepts and establishing new collaborations in these areas.
September 2022-Top 10 Cited Articles-International Journal of Embedded System...ijesajournal
International Journal of Embedded Systems and Applications (IJESA) is a quarterly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the Embedded Systems and applications. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Embedded Systems and establishing new collaborations in these areas.
Authors are solicited to contribute to the journal by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the areas of Embedded Systems & applications.
Top 5 most viewed articles from academia in 2021 - International Journal of C...IJCSEA Journal
International Journal of Computer Science, Engineering and Applications (IJCSEA) is an open access peer-reviewed journal that publishes articles which contribute new results in all areas of the computer science, Engineering and Applications. The journal is devoted to the publication of high quality papers on theoretical and practical aspects of computer science, Engineering and Applications.
MOST CITED ARTICLES IN 2016 - International Journal of Managing Value and Sup...ijmvsc
The International Journal of Managing Value and Supply Chains ( IJMVSC ) is a quarterly open access peer-reviewed journal that publishes articles that contribute new results in all areas of value and supply chain management. The journal provides a platform to disseminate new ideas and new research, advance theories, and propagate best practices in the management of value and supply chain management, looking across both product and service-based businesses. This will include works based in service management, logistics and distribution, operations management, process management, flow control, and customer service. The journal offers a forum in which academics, consultants, and practitioners in a variety of fields can exchange ideas to further research and improve practices in all areas of business. The International Journal of Managing Value and Supply Chains ( IJMVSC ) seek to establish new collaborations, new best practices, and new theories in the management of both product and service-based organizations around the world.
La manufactura de productos consiste en transformar los distintos materiales de ensamblaje en el producto terminado que acabará en el mercado para el consumo de sus clientes. Para lograrlo, todas las empresas cuentan con distintos procesos, los cuales tienen como finalidad satisfacer los objetivos de producción, con el fin de cumplir con las expectativas de sus clientes en cuanto a calidad y tiempos de entregas. Para lograr estos objetivos, todas las empresas deben tomar decisiones acertadas en función a sus operaciones. Administrando adecuadamente todos los recursos (materiales, equipos y personal). Es por esto que el objetivo de la optimización de recursos mediante la simulación de eventos discretos es tener procesos más eficientes; tanto en la manufactura de los productos como en sus costos y tiempos de entrega, esto se logra minimizando errores en la toma de decisiones, eliminando los cuellos de botella, desperdicios, entre otros. Algunas herramientas que se pueden utilizar para la simulación de eventos discretos son: Experfit, Experimenter, IBM SPSS y los softwares FlexSim.
This document introduces a systems engineering toolkit for infrastructure developed by the Centre for Systems Engineering and Innovation at Imperial College London. The toolkit provides an overview of systems engineering fundamentals and pointers to existing resources to aid in developing knowledge about systems engineering for infrastructure. It describes the origins and definitions of systems engineering, motivations for its application to infrastructure, and highlights some key tools and methods including process models, dependence modeling, modeling languages, flow representations, and mathematical analysis.
This document proposes modifying boosting algorithms to include local elements, like gates or learners, to improve performance. It plans to evaluate boosting algorithms with local gates and local learners. Initial results show the modified designs improve standard boosting algorithms' performance while reducing computational load in some cases. The project aims to establish boosting classifier design philosophies that address boosting algorithms' difficulties and reduce computational load.
TUW - Quality of data-aware data analytics workflowsHong-Linh Truong
The document discusses quality of data-aware data analytics workflows. It begins with outlining the topics to be covered, which include data analytics workflows structures and systems, issues with quality of data-aware workflows, and quality of data-aware simulation workflows. It then provides examples of different workflow systems and frameworks for data analytics workflows. Key points discussed are the need to understand hierarchical workflow structures, addressing data and service concerns, importance of quality of data for data analytics workflows, and approaches to modeling quality of data metrics and optimizing workflows based on quality of data.
Ppt for paper id 696 a review of hybrid data mining algorithm for big data mi...Prasanta Paul
This document presents a review of hybrid data mining algorithms for big data mining. It defines hybrid data mining as combining different classifiers to potentially increase classification accuracy. The literature review covers several proposed hybrid algorithms, including combinations of K-means and BIRCH, decision trees and genetic algorithms, Extreme K-means and ELM. The document compares different image classification hybrid approaches and evaluates their performance and drawbacks. It concludes that hybrid evolution clustering with an empty clustering solution provides better precision than other hybrid methods.
New Research Articles 2020 September Issue International Journal of Software ...ijseajournal
The document discusses iterative and incremental development (IID) model and its role in systems analysis and design. It uses a case study of a Vocational Career Information System (VCIS) to justify applying IID. Some key findings include:
- IID is a change-driven software development process model that develops a system through repeated cycles.
- When applied to VCIS, IID allowed specification of system requirements, functional specifications, and design specifications.
- In general, IID emphasizes good analysis and design through an engineering approach with iterations to help ensure quality in systems development.
May 2024: Top 10 Read Articles in Software Engineering & Applications Interna...sebastianku31
Welcome To IJSEA ...!!!
Call for papers___!
International Journal of Software Engineering & Applications(IJSEA)
ISSN:0975-3834 [Online]; 0975-4679 [Print]
ERA Indexed, H Index 31
Web Page URL : https://airccse.org/journal/ijsea/ijsea.html
Submission URL :https://airccse.com/submissioncs/home.html
Contact Us : ijseajournal@airccse.org or ijsea@aircconline.com
May 2024: Top 10 Read Articles Posted Url:https://www.academia.edu/119977684/April_2024_Top_10_Read_Articles_in_Software_Engineering_and_Applications_International_Journal_of_Software_Engineering_and_Applications_IJSEA_ERA_Indexed
TUW-ASE Summer 2015 - Quality of Result-aware data analyticsHong-Linh Truong
This is a lecture from the advanced service engineering course from the Vienna University of Technology. See http://dsg.tuwien.ac.at/teaching/courses/ase
Top cited computer science and engineering survey research articles from 2016...IJCSES Journal
The AIRCC's International Journal of Computer Science and Engineering Survey (IJCSES) is devoted to fields of Computer Science and Engineering surveys, tutorials and overviews. The IJCSES is a peer-reviewed scientific journal published in electronic form as well as print form. The journal will publish research surveys, tutorials and expository overviews in computer science and engineering. Articles from supplementary fields are welcome, as long as they are relevant to computer science and engineering.
June 2020: Top Read Articles in Control Theory and Computer Modellingijctcm
This summary provides the key details from the document in 3 sentences:
This document discusses two articles from the International Journal of Control Theory and Computer Modelling. The first article describes Zigbee, a low power wireless technology standard, its specifications, architecture and applications. The second article presents an artificial neural network approach using multilayer perceptrons to forecast weather parameters like temperature based on past data.
Top 10 reseach articles for academia - International Journal of peer-to-peer ...ijp2p
The International Journal of peer-to-peer networking is a quarterly open access peer-reviewed journal that publishes articles that contribute new results in all areas of P2P Networks. The journal provides a platform to disseminate new ideas and new research, advance theories, and propagate best practices in the area of P2P networking. This will include works that relate to peer-to-peer systems, peer-to-peer applications, grid systems, large-scale distributed systems, and overlay networks. The journal offers a forum in which academics, consultants, and practitioners in a variety of fields can exchange ideas to further research and improve practices in all areas of P2P.
May 2022: Top 10 Read Articles in Data Mining & Knowledge Management ProcessIJDKP
Data mining and knowledge discovery in databases have been attracting a significant amount of research, industry, and media attention of late. There is an urgent need for a new generation of computational theories and tools to assist researchers in extracting useful information from the rapidly growing volumes of digital data.
Top Read Articles in Information & Technology : July 2021IJITCA Journal
International Journal of Information Technology, Control and Automation (IJITCA) is a Quarterly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Information Technology (IT), Control Systems and Automation Engineering. The journal focuses on all technical and practical aspects of IT, Control Systems and Automation with applications in real-world engineering and scientific problems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on information technology, control engineering, automation, modeling concepts and establishing new collaborations in these areas.
Clustering Arabic Tweets for Sentiment AnalysisMustafa Jarrar
Diab Abuaiadah, Dileep Rajendran, Mustafa Jarrar: Clustering Arabic Tweets for Sentiment Analysis. Proceedings of the 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications. IEEE Computer Society. DOI 10.1109/AICCSA.2017.162
TUW-ASE Summer 2015: Advanced service-based data analytics: Models, Elasticit...Hong-Linh Truong
This is a lecture from the advanced service engineering course from the Vienna University of Technology. See http://dsg.tuwien.ac.at/teaching/courses/ase
A Review: Integrating SUGAR simulating tool and MEMS sensorIJERA Editor
Micro-Electro-Mechanical Systems (MEMS) are forming the basis for a rapidly growing industry and fields of
research, many MEMS designers still rely on calculations due to a lack of efficient computer-aided design
(CAD) tools that can assist with the initial stages of design exploration. This paper review about the techniques
to the design of MEMS and sugar simulating tool. SUGAR simulating tool utilizes past successful MEMS
designs and sub-assemblies as building blocks stored in an indexed library, allowing reuse and modification of
previous successful designs to help deal with the complexities of a new design tool. Reasoning tools find cases
in the library with solved problems similar to the current design problem in order to propose promising
conceptual designs. The paper recommends strategies for integrating the MEMS Design with evolutionary
computation of SST
This curriculum vita summarizes the educational and professional background of Khaled Rasheed. It lists his positions including Associate Professor at the University of Georgia, education including a Ph.D from Rutgers University, research interests in artificial intelligence techniques and applications, honors and awards, grants, publications, and professional activities. The vita provides a concise overview of Rasheed's qualifications and accomplishments.
Comparative Analysis of RMSE and MAP Metrices for Evaluating CNN and LSTM Mod...GagandeepKaur872517
This document summarizes a presentation comparing the RMSE and MAP metrics for evaluating CNN and LSTM models. It finds that RMSE is effective for measuring the accuracy of continuous predictions from CNNs and LSTMs, while MAP excels at assessing performance on tasks requiring precise retrieval. The presentation describes the methodology, including training CNNs and LSTMs on flower and CIFAR-10 datasets. Results show RMSE and MAP values after 100 epochs, with MAP generally lower. It concludes that understanding the complementary nature of RMSE and MAP enhances model assessment, and the right metric depends on the specific task.
The document discusses different types of information systems and their focuses. It provides examples of each type, including expert systems, decision support systems, executive information systems, management information systems, and transaction processing systems. It also discusses key dimensions to consider when designing decision support systems, including the user interface, data management, model management, and philosophy of providing integrated tools and models to users.
IRJET- Kinematic Analysis of Planar and Spatial Mechanisms using MatpackIRJET Journal
This document discusses kinematic analysis of planar and spatial mechanisms using computational methods in MATLAB. It develops a MATLAB package called MATPACK for numerical analysis of planar and spatial mechanisms. It uses vector notation to analyze planar mechanisms and Denavit-Hartenberg parameters to analyze spatial mechanisms. Results for velocities and accelerations are obtained from MATPACK and compared to theoretical results. The objective is to introduce existing notation and methods to analyze spatial mechanisms using computational tools like MATPACK, AutoCAD, and CATIA.
Top 5 most viewed articles from academia in 2019 - gerogepatton
The International Journal of Artificial Intelligence & Applications (IJAIA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the Artificial Intelligence & Applications (IJAIA). It is an international journal intended for professionals and researchers in all fields of AI for researchers, programmers, and software and hardware manufacturers. The journal also aims to publish new attempts in the form of special issues on emerging areas in Artificial Intelligence and applications
New Research Articles 2022 January Issue International Journal of Software En...ijseajournal
International Journal of Software Engineering & Applications (IJSEA)
** ERA Indexed **
ISSN: 0975 - 9018 (Online); 0976-2221 (Print)
https://airccse.org/journal/ijsea/ijsea.html
Current Issue: January 2022, Volume 13, Number 1
New Research Articles 2022 January Issue International Journal of Software Engineering & Applications (IJSEA)
Hybrid Practices in Global Software Development: A Systematic Literature Review
Rafael Camara, Iury Monte, Annelyelthon Alves and Marcelo Marinho, Federal Rural University of Pernambuco, Brazil
Study on Technical Focuses and Sampling Coverage Strategy of Airborne Software Reviews
Jinghua Sun1, Samuel Edwards2, Nic Connelly3, Andrew Bridge4 and Lei Zhang1, 1COMAC Shanghai Aircraft Design and Research Institute, China, 2Defence Aviation Safety Authority, Australia, 3RMIT University, Australia, 4European Union Aviation Safety Agency, Germany
https://airccse.org/journal/ijsea/vol13.html
Sudhendu Rai Patent abstracts (Word document with embedded patents)Sudhendu Rai
This document contains summaries of 12 patents related to print production and workflow management. The patents were granted to Sudhendu Rai and various co-inventors between 1998-2009 and relate to methods and systems for setting up and controlling printing machines, controlling media handling in printing, synchronizing printing and paper path subsystems, distributed object handling, interactive distributed communication for print job processing, sensing factory workspaces, determining optimal batch sizes for print jobs, production server architecture for print workflow management, converting print jobs to workflow, printshop resource optimization using autonomous cells, evaluating print shop consolidation options, and determining optimal batch sizes for print jobs.
Sudhendu Rai - Patent title and abstractsSudhendu Rai
A compilation of titles and abstracts of 79 issued patents generated over the course of 15 years. They span areas of optimization, controls, machine learning, production design, lean, event-log analysis, sustainability, cellular production, inventory optimization, enterprise design and production control.
More Related Content
Similar to Sudhendu rai publications list (including issued patents)
TUW - Quality of data-aware data analytics workflowsHong-Linh Truong
The document discusses quality of data-aware data analytics workflows. It begins with outlining the topics to be covered, which include data analytics workflows structures and systems, issues with quality of data-aware workflows, and quality of data-aware simulation workflows. It then provides examples of different workflow systems and frameworks for data analytics workflows. Key points discussed are the need to understand hierarchical workflow structures, addressing data and service concerns, importance of quality of data for data analytics workflows, and approaches to modeling quality of data metrics and optimizing workflows based on quality of data.
Ppt for paper id 696 a review of hybrid data mining algorithm for big data mi...Prasanta Paul
This document presents a review of hybrid data mining algorithms for big data mining. It defines hybrid data mining as combining different classifiers to potentially increase classification accuracy. The literature review covers several proposed hybrid algorithms, including combinations of K-means and BIRCH, decision trees and genetic algorithms, Extreme K-means and ELM. The document compares different image classification hybrid approaches and evaluates their performance and drawbacks. It concludes that hybrid evolution clustering with an empty clustering solution provides better precision than other hybrid methods.
New Research Articles 2020 September Issue International Journal of Software ...ijseajournal
The document discusses iterative and incremental development (IID) model and its role in systems analysis and design. It uses a case study of a Vocational Career Information System (VCIS) to justify applying IID. Some key findings include:
- IID is a change-driven software development process model that develops a system through repeated cycles.
- When applied to VCIS, IID allowed specification of system requirements, functional specifications, and design specifications.
- In general, IID emphasizes good analysis and design through an engineering approach with iterations to help ensure quality in systems development.
May 2024: Top 10 Read Articles in Software Engineering & Applications Interna...sebastianku31
Welcome To IJSEA ...!!!
Call for papers___!
International Journal of Software Engineering & Applications(IJSEA)
ISSN:0975-3834 [Online]; 0975-4679 [Print]
ERA Indexed, H Index 31
Web Page URL : https://airccse.org/journal/ijsea/ijsea.html
Submission URL :https://airccse.com/submissioncs/home.html
Contact Us : ijseajournal@airccse.org or ijsea@aircconline.com
May 2024: Top 10 Read Articles Posted Url:https://www.academia.edu/119977684/April_2024_Top_10_Read_Articles_in_Software_Engineering_and_Applications_International_Journal_of_Software_Engineering_and_Applications_IJSEA_ERA_Indexed
TUW-ASE Summer 2015 - Quality of Result-aware data analyticsHong-Linh Truong
This is a lecture from the advanced service engineering course from the Vienna University of Technology. See http://dsg.tuwien.ac.at/teaching/courses/ase
Top cited computer science and engineering survey research articles from 2016...IJCSES Journal
The AIRCC's International Journal of Computer Science and Engineering Survey (IJCSES) is devoted to fields of Computer Science and Engineering surveys, tutorials and overviews. The IJCSES is a peer-reviewed scientific journal published in electronic form as well as print form. The journal will publish research surveys, tutorials and expository overviews in computer science and engineering. Articles from supplementary fields are welcome, as long as they are relevant to computer science and engineering.
June 2020: Top Read Articles in Control Theory and Computer Modellingijctcm
This summary provides the key details from the document in 3 sentences:
This document discusses two articles from the International Journal of Control Theory and Computer Modelling. The first article describes Zigbee, a low power wireless technology standard, its specifications, architecture and applications. The second article presents an artificial neural network approach using multilayer perceptrons to forecast weather parameters like temperature based on past data.
Top 10 reseach articles for academia - International Journal of peer-to-peer ...ijp2p
The International Journal of peer-to-peer networking is a quarterly open access peer-reviewed journal that publishes articles that contribute new results in all areas of P2P Networks. The journal provides a platform to disseminate new ideas and new research, advance theories, and propagate best practices in the area of P2P networking. This will include works that relate to peer-to-peer systems, peer-to-peer applications, grid systems, large-scale distributed systems, and overlay networks. The journal offers a forum in which academics, consultants, and practitioners in a variety of fields can exchange ideas to further research and improve practices in all areas of P2P.
May 2022: Top 10 Read Articles in Data Mining & Knowledge Management ProcessIJDKP
Data mining and knowledge discovery in databases have been attracting a significant amount of research, industry, and media attention of late. There is an urgent need for a new generation of computational theories and tools to assist researchers in extracting useful information from the rapidly growing volumes of digital data.
Top Read Articles in Information & Technology : July 2021IJITCA Journal
International Journal of Information Technology, Control and Automation (IJITCA) is a Quarterly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Information Technology (IT), Control Systems and Automation Engineering. The journal focuses on all technical and practical aspects of IT, Control Systems and Automation with applications in real-world engineering and scientific problems. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on information technology, control engineering, automation, modeling concepts and establishing new collaborations in these areas.
Clustering Arabic Tweets for Sentiment AnalysisMustafa Jarrar
Diab Abuaiadah, Dileep Rajendran, Mustafa Jarrar: Clustering Arabic Tweets for Sentiment Analysis. Proceedings of the 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications. IEEE Computer Society. DOI 10.1109/AICCSA.2017.162
TUW-ASE Summer 2015: Advanced service-based data analytics: Models, Elasticit...Hong-Linh Truong
This is a lecture from the advanced service engineering course from the Vienna University of Technology. See http://dsg.tuwien.ac.at/teaching/courses/ase
A Review: Integrating SUGAR simulating tool and MEMS sensorIJERA Editor
Micro-Electro-Mechanical Systems (MEMS) are forming the basis for a rapidly growing industry and fields of
research, many MEMS designers still rely on calculations due to a lack of efficient computer-aided design
(CAD) tools that can assist with the initial stages of design exploration. This paper review about the techniques
to the design of MEMS and sugar simulating tool. SUGAR simulating tool utilizes past successful MEMS
designs and sub-assemblies as building blocks stored in an indexed library, allowing reuse and modification of
previous successful designs to help deal with the complexities of a new design tool. Reasoning tools find cases
in the library with solved problems similar to the current design problem in order to propose promising
conceptual designs. The paper recommends strategies for integrating the MEMS Design with evolutionary
computation of SST
This curriculum vita summarizes the educational and professional background of Khaled Rasheed. It lists his positions including Associate Professor at the University of Georgia, education including a Ph.D from Rutgers University, research interests in artificial intelligence techniques and applications, honors and awards, grants, publications, and professional activities. The vita provides a concise overview of Rasheed's qualifications and accomplishments.
Comparative Analysis of RMSE and MAP Metrices for Evaluating CNN and LSTM Mod...GagandeepKaur872517
This document summarizes a presentation comparing the RMSE and MAP metrics for evaluating CNN and LSTM models. It finds that RMSE is effective for measuring the accuracy of continuous predictions from CNNs and LSTMs, while MAP excels at assessing performance on tasks requiring precise retrieval. The presentation describes the methodology, including training CNNs and LSTMs on flower and CIFAR-10 datasets. Results show RMSE and MAP values after 100 epochs, with MAP generally lower. It concludes that understanding the complementary nature of RMSE and MAP enhances model assessment, and the right metric depends on the specific task.
The document discusses different types of information systems and their focuses. It provides examples of each type, including expert systems, decision support systems, executive information systems, management information systems, and transaction processing systems. It also discusses key dimensions to consider when designing decision support systems, including the user interface, data management, model management, and philosophy of providing integrated tools and models to users.
IRJET- Kinematic Analysis of Planar and Spatial Mechanisms using MatpackIRJET Journal
This document discusses kinematic analysis of planar and spatial mechanisms using computational methods in MATLAB. It develops a MATLAB package called MATPACK for numerical analysis of planar and spatial mechanisms. It uses vector notation to analyze planar mechanisms and Denavit-Hartenberg parameters to analyze spatial mechanisms. Results for velocities and accelerations are obtained from MATPACK and compared to theoretical results. The objective is to introduce existing notation and methods to analyze spatial mechanisms using computational tools like MATPACK, AutoCAD, and CATIA.
Top 5 most viewed articles from academia in 2019 - gerogepatton
The International Journal of Artificial Intelligence & Applications (IJAIA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the Artificial Intelligence & Applications (IJAIA). It is an international journal intended for professionals and researchers in all fields of AI for researchers, programmers, and software and hardware manufacturers. The journal also aims to publish new attempts in the form of special issues on emerging areas in Artificial Intelligence and applications
New Research Articles 2022 January Issue International Journal of Software En...ijseajournal
International Journal of Software Engineering & Applications (IJSEA)
** ERA Indexed **
ISSN: 0975 - 9018 (Online); 0976-2221 (Print)
https://airccse.org/journal/ijsea/ijsea.html
Current Issue: January 2022, Volume 13, Number 1
New Research Articles 2022 January Issue International Journal of Software Engineering & Applications (IJSEA)
Hybrid Practices in Global Software Development: A Systematic Literature Review
Rafael Camara, Iury Monte, Annelyelthon Alves and Marcelo Marinho, Federal Rural University of Pernambuco, Brazil
Study on Technical Focuses and Sampling Coverage Strategy of Airborne Software Reviews
Jinghua Sun1, Samuel Edwards2, Nic Connelly3, Andrew Bridge4 and Lei Zhang1, 1COMAC Shanghai Aircraft Design and Research Institute, China, 2Defence Aviation Safety Authority, Australia, 3RMIT University, Australia, 4European Union Aviation Safety Agency, Germany
https://airccse.org/journal/ijsea/vol13.html
Similar to Sudhendu rai publications list (including issued patents) (20)
Sudhendu Rai Patent abstracts (Word document with embedded patents)Sudhendu Rai
This document contains summaries of 12 patents related to print production and workflow management. The patents were granted to Sudhendu Rai and various co-inventors between 1998-2009 and relate to methods and systems for setting up and controlling printing machines, controlling media handling in printing, synchronizing printing and paper path subsystems, distributed object handling, interactive distributed communication for print job processing, sensing factory workspaces, determining optimal batch sizes for print jobs, production server architecture for print workflow management, converting print jobs to workflow, printshop resource optimization using autonomous cells, evaluating print shop consolidation options, and determining optimal batch sizes for print jobs.
Sudhendu Rai - Patent title and abstractsSudhendu Rai
A compilation of titles and abstracts of 79 issued patents generated over the course of 15 years. They span areas of optimization, controls, machine learning, production design, lean, event-log analysis, sustainability, cellular production, inventory optimization, enterprise design and production control.
Anylogic 2021 Conference Presentation: Automatic generation of simulation mod...Sudhendu Rai
The full talk is available at:
https://youtu.be/xz295p_wS1k
Abstract:
Discrete-event simulation modeling is a powerful technology to analyze and improve complex business processes. However, the development of such models requires significant expertise and skills. In any business, there exist general classes of processes with specific instantiations within each class. In this talk, we propose the use of data templates for capturing process data and automated generation of simulation models using those templates. These auto-generated simulation models can be further enhanced using the Anylogic visual programming interface. Other analytical features of Anylogic such as optimization, visualization, automated output of simulation results can be utilized to analyze and improve the processes. By developing a library of templates, organizational knowledge associated with the processes can be captured and stored. These models will capture process dynamics and interactions and be far richer than what is captured through the use of process maps only. This approach will enable a broader use of simulation technology to develop business processes and make improved organizational decisions through de-skilling. It will also enable the integration of simulation software into a broader process improvement technology ecosystem.
#datascience #analytics #simulationmodeling
#processexcellence #processimprovement #processoptimization #processautomation #processmining #processintelligence #processtransformation
Winter Simulation Conference 2021 - Process Wind Tunnel TalkSudhendu Rai
The talk associated with this presentation can be accessed at:
https://youtu.be/VXEVuXW9knU
Abstract
In this talk, we will introduce a simulation-based process improvement framework and methodology called the Process Wind Tunnel. We will describe this framework and introduce the underlying technologies namely process mapping and data collection, data wrangling, exploratory data analysis and visualization, process mining, discrete-event simulation optimization and solution implementation. We will discuss how Process Wind Tunnel framework was utilized to improve a critical business process namely, the post-execution trade settlement process. The work builds upon and generalizes the Lean Document Production solution (2008 Edelman finalist) for optimizing printshops to more general and complex business processes found within the insurance and financial services industry.
Process wind tunnel - A novel capability for data-driven business process imp...Sudhendu Rai
A talk I gave recently on data-driven process improvement methodology and techniques with applications and results from insurance and finance processes
Methods and applications for demand (time-series) forecastingSudhendu Rai
The talk discusses Historical (time series modeling),Judgmental, analyst driven, Hybrid historical and judgmental techniques for forecasting demand in large operations..
Presented at the Frontiers in Service Conference
MULTIOBJECTIVE OPTIMIZATION AND QUANTITATIVE TRADE-OFF ANALYSIS IN XEROGRAPHI...Sudhendu Rai
A complex engineering system such as a xerographic marking engine is an aggregate of interacting subsystems that are coupled through a large number of constraints and design variables. The traditional way of designing these systems is to decouple the overall design into smaller subsystems and assign teams to work on these subsystems. This approach is critical to making the project manageable and enabling concurrent development. However, if the goal is to design systems that can deliver best possible performance, i.e. if the performance limits are being pushed to the extreme, characterizing the interactions becomes critical.
Multiobjective optimization is a design methodology that addresses the issue of designing large systems where the goal is to simultaneously optimize a finite number of performance criteria that come from one or more disciplines and are coupled through a set of design variables and constraints. This approach to design makes explicit and quantitative the inherent trade-offs that need to be made in doing coupled system design. It also enables the determination of the attainable limits of performance from a given system.
This paper will discuss the multiobjective optimization methodology and optimal methods of performing quantitative trade-off analysis. These design methods will be applied to problems from the xerographic design domain and results will be presented.
Wsc 2015 modeling customer demand in print service environments usingSudhendu Rai
For simulation modeling, what-if analysis and optimization studies of many service and production operations, demand models that are reliable statistical representations of current and future operating conditions are required. Current simulation tools allow demand modeling using known closed-form statistical distributions or raw demand data collected from operations. In many instances, demand data cannot be described by known closed-form statistical distributions and the raw data collected from operations is not representative of future demand. This paper describes an approach to demand modeling where historical demand data collected over a finite time period is combined with user-input using two-tier bootstrapping to produce synthetic demand data that preserves the statistical distribution of the original data but has overall metrics such as volume, workflow mix and individual task and job sizes that represent projected future state scenarios. When the customer demand data follows highly non-normal distributions, a modified procedure is presented.
AN EVENT-LOG ANALYSIS AND SIMULATION-BASED APPROACH FOR QUANTIFYING SUSTAINAB...Sudhendu Rai
This paper describes a discrete-event simulation and event-log analysis based approach for computing sustainability metrics in production environments to perform various types of comparative analysis and assessments. Event logs collected from the production environment are analyzed to compute current state sustainability metrics such as energy usage, carbon footprint and heating/cooling requirements. Bootstrapping based forecasting leveraging expert input is utilized to estimate future demand. The forecasted demand is then simulated to predict sustainability metrics. The discrete-event simulation results from the forecasted data and computation of heat produced is combined with thermodynamic
models of heat transfer through the thermal envelope of the facility to provide more accurate estimates of true carbon footprint associated with the production operations while also enabling cross-comparative studies of setting operations in different geographical locations. The framework and software tool enables the integration of productivity metrics and sustainability metrics in decision-making process for designing
and operating production environments.
SIMULATION-BASED OPTIMIZATION USING SIMULATED ANNEALING FOR OPTIMAL EQUIPMENT...Sudhendu Rai
The paper describes a software toolkit that enables the data-driven simulation-based optimization of print shops It enables quick modeling of complex print production environments under the cellular production framework. The software toolkit automates several steps of the modeling process by taking declarative inputs from the end-user and then automatically generating complex simulation models that are used to determine improved design and operating points. This paper describes the addition of another layer of automation consisting of simulation-based optimization using simulated-annealing that enables automated search of a large number of design alternatives in the presence of operational constraints to determine a cost-optimal solution. The results of the application of this approach to a real-world problem are also described.
Data-Driven Simulation-Enhanced optimization of Service operationsSudhendu Rai
This paper describes a systematic six-step data-driven simulation-based methodology for optimizing people-based service systems on a large distributed scale that exhibit high variety and variability. The methodology is exemplified
through its application within the printing services industry where it has been successfully deployed by Xerox Corporation across small, mid-sized and large print shops generating over $250 million in profits across the customer value chain. Each
step of the methodology consisting of innovative concepts co-development and testing in partnership with customers, development of software and hardware tools to implement the innovative concepts, establishment of work-process and practices for customer-engagement and service implementation, creation of training and infrastructure for large scale deployment, integration of the innovative offering within the framework of existing corporate offerings and lastly the monitoring and deployment of the financial and operational metrics for estimating the return-on investment and the continual renewal of the offering are described in detail.
Fat-tail inputs in manufacturing systems (Industrial Engineering Research Con...Sudhendu Rai
This document summarizes a paper that discusses the presence of "fat-tailed" inputs in large manufacturing systems that produce documents. Fat-tailed distributions have long tails which result in a higher probability of extreme or outlier observations compared to normal distributions. The paper describes how job size distributions in some large print shops have been observed to follow fat-tailed statistical patterns. This leads to high variability and difficulties in predicting performance. The paper proposes designing autonomous production cells and dynamic scheduling policies to improve productivity in such manufacturing systems affected by fat-tailed inputs. A case study example found improvements including reduced throughput times, defects, and increased productivity after implementing the proposed solution.
Maximizing operations productivity with lean document productionSudhendu Rai
This presentation provides a link to a webinar describing a case study involving a large global bank. Discussion is focused around the use of process analytics, cellular workflows and simulation optimization to improve the productivity of a large transaction operations resulting in realization of 32-46% savings in floor space, labor and equipment related metrics post-implementation of changes.
A software toolkit and data-driven process improvement solution leveraging ev...Sudhendu Rai
One of the earliest applications of process mining, simulation, process analytics, tail scheduling and a comprehensive software toolkit that was used to train consultants and deploy the solution across 100+ operations globally within Xerox. Incremental profit impact of ~$200M was realized.
The talk describes how service operations in the insurance industry can be optimized using Process Wind Tunnel. Process Wind Tunnel utilizes novel process analytics, process mining, simulation and targeted automation to improve business processes. It also describes a real-world application of process mining to diagnose complex business process and gain insights. This talk was delivered at the Process Mining Camp 2020 and is available on Youtube (https://www.youtube.com/watch?v=ujEoPiuo9As)
Process wind tunnel for improving insurance business processesSudhendu Rai
The document discusses the results of a study on the impact of climate change on coffee production. Researchers found that suitable land for coffee production could decline by up to 50% by 2050 due to rising temperatures and changing rain patterns associated with climate change. Arabica coffee was found to be most at risk, as its growing regions would shrink significantly according to the study's climate models. The study concludes that climate change poses a serious threat to the coffee industry worldwide if steps are not taken to mitigate future warming and help farmers adapt to the new conditions.
An innovative software framework and toolkit for process optimization deploye...Sudhendu Rai
The document discusses how process optimization solutions were developed and delivered at scale to Xerox's document production outsourcing services business. An automated software toolkit was created that encapsulates advanced analytics, process modeling, optimization, and scheduling techniques. This allowed the delivery of process optimization services using less skilled personnel and enabled significant cost savings and improved customer satisfaction. The key aspects of the solution included modeling different components of the print production process, collecting shop floor data, and developing algorithms and modules for simulation, optimization, and monitoring.
Productivity improvement solutions for manufacturing systems with highly vari...Sudhendu Rai
Application of data-driven process optimization to improve a large credit card production service bureau that exhibited extremely high job size variability.
Of particular interest is the fat-failed (very high variability) job size distribution and how factory processes were partitioned based on job sizes and setup requirements to significantly improve throughput, cycle time and labor utilization.
Edelman competition presentation slidesSudhendu Rai
Xerox has invented, tested, and implemented a novel class of operations research-based productivity-improvement offerings, trademarked LDP Lean Document Production® solutions, for the $100 billion printing industry in the United States. These solutions, which Xerox has implemented in approximately 100 sites to date, have provided dramatic productivity and cost improvements for both print shops and document-manufacturing facilities, as measured by revenue-per-unit labor-cost reductions of 20-40 percent. They have generated approximately $200M of incremental profit across the Xerox customer value chain since their initial introduction in 2000. The offerings have extended the use of operations research to small- and medium-sized print shops in the printing industry while increasing the scope of its application to large document-production facilities.
Codeless Generative AI Pipelines
(GenAI with Milvus)
https://ml.dssconf.pl/user.html#!/lecture/DSSML24-041a/rate
Discover the potential of real-time streaming in the context of GenAI as we delve into the intricacies of Apache NiFi and its capabilities. Learn how this tool can significantly simplify the data engineering workflow for GenAI applications, allowing you to focus on the creative aspects rather than the technical complexities. I will guide you through practical examples and use cases, showing the impact of automation on prompt building. From data ingestion to transformation and delivery, witness how Apache NiFi streamlines the entire pipeline, ensuring a smooth and hassle-free experience.
Timothy Spann
https://www.youtube.com/@FLaNK-Stack
https://medium.com/@tspann
https://www.datainmotion.dev/
milvus, unstructured data, vector database, zilliz, cloud, vectors, python, deep learning, generative ai, genai, nifi, kafka, flink, streaming, iot, edge
Global Situational Awareness of A.I. and where its headedvikram sood
You can see the future first in San Francisco.
Over the past year, the talk of the town has shifted from $10 billion compute clusters to $100 billion clusters to trillion-dollar clusters. Every six months another zero is added to the boardroom plans. Behind the scenes, there’s a fierce scramble to secure every power contract still available for the rest of the decade, every voltage transformer that can possibly be procured. American big business is gearing up to pour trillions of dollars into a long-unseen mobilization of American industrial might. By the end of the decade, American electricity production will have grown tens of percent; from the shale fields of Pennsylvania to the solar farms of Nevada, hundreds of millions of GPUs will hum.
The AGI race has begun. We are building machines that can think and reason. By 2025/26, these machines will outpace college graduates. By the end of the decade, they will be smarter than you or I; we will have superintelligence, in the true sense of the word. Along the way, national security forces not seen in half a century will be un-leashed, and before long, The Project will be on. If we’re lucky, we’ll be in an all-out race with the CCP; if we’re unlucky, an all-out war.
Everyone is now talking about AI, but few have the faintest glimmer of what is about to hit them. Nvidia analysts still think 2024 might be close to the peak. Mainstream pundits are stuck on the wilful blindness of “it’s just predicting the next word”. They see only hype and business-as-usual; at most they entertain another internet-scale technological change.
Before long, the world will wake up. But right now, there are perhaps a few hundred people, most of them in San Francisco and the AI labs, that have situational awareness. Through whatever peculiar forces of fate, I have found myself amongst them. A few years ago, these people were derided as crazy—but they trusted the trendlines, which allowed them to correctly predict the AI advances of the past few years. Whether these people are also right about the next few years remains to be seen. But these are very smart people—the smartest people I have ever met—and they are the ones building this technology. Perhaps they will be an odd footnote in history, or perhaps they will go down in history like Szilard and Oppenheimer and Teller. If they are seeing the future even close to correctly, we are in for a wild ride.
Let me tell you what we see.
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...Social Samosa
The Modern Marketing Reckoner (MMR) is a comprehensive resource packed with POVs from 60+ industry leaders on how AI is transforming the 4 key pillars of marketing – product, place, price and promotions.
Learn SQL from basic queries to Advance queriesmanishkhaire30
Dive into the world of data analysis with our comprehensive guide on mastering SQL! This presentation offers a practical approach to learning SQL, focusing on real-world applications and hands-on practice. Whether you're a beginner or looking to sharpen your skills, this guide provides the tools you need to extract, analyze, and interpret data effectively.
Key Highlights:
Foundations of SQL: Understand the basics of SQL, including data retrieval, filtering, and aggregation.
Advanced Queries: Learn to craft complex queries to uncover deep insights from your data.
Data Trends and Patterns: Discover how to identify and interpret trends and patterns in your datasets.
Practical Examples: Follow step-by-step examples to apply SQL techniques in real-world scenarios.
Actionable Insights: Gain the skills to derive actionable insights that drive informed decision-making.
Join us on this journey to enhance your data analysis capabilities and unlock the full potential of SQL. Perfect for data enthusiasts, analysts, and anyone eager to harness the power of data!
#DataAnalysis #SQL #LearningSQL #DataInsights #DataScience #Analytics
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
The Building Blocks of QuestDB, a Time Series Databasejavier ramirez
Talk Delivered at Valencia Codes Meetup 2024-06.
Traditionally, databases have treated timestamps just as another data type. However, when performing real-time analytics, timestamps should be first class citizens and we need rich time semantics to get the most out of our data. We also need to deal with ever growing datasets while keeping performant, which is as fun as it sounds.
It is no wonder time-series databases are now more popular than ever before. Join me in this session to learn about the internal architecture and building blocks of QuestDB, an open source time-series database designed for speed. We will also review a history of some of the changes we have gone over the past two years to deal with late and unordered data, non-blocking writes, read-replicas, or faster batch ingestion.
The Ipsos - AI - Monitor 2024 Report.pdfSocial Samosa
According to Ipsos AI Monitor's 2024 report, 65% Indians said that products and services using AI have profoundly changed their daily life in the past 3-5 years.
Sudhendu rai publications list (including issued patents)
1. Journals and Book Chapters
1. Ghosh, A., Rai, S. and Gupta, A., 1988. A possible servomechanism for matter distribution yielding flat
rotation curves in spiral galaxies. Astrophysics and space science, 141(1), pp.1-7.
2. Rai, S., 1994. Computer-aided structure redesignofhigh speed electromechanicalsystems forimproved
control. MIT Phd Thesis
3. Rai, S., Asada, H., 1994. “Computer-Aided Structure Modification of Electromechanical Systems Using
Singular Value Decomposition”. ASME Journal of Mechanical Design.
4. Rai, S. and Asada, H., 1995. Integrated structure/control design of high speed flexible robots based on
time optimal control.
5. Rai, S., Duke, C.B., Lowe, V., Quan-Trotter, C. and Scheermesser, T., 2009. LDP lean document
production—OR-enhanced productivity improvements for the printing industry. Interfaces, 39(1), pp.69-
90.
6. Rai, S. and Gurunatha, T., 2010. Integrating LDP Lean Document Production solution within the DMEDI
Methodology. International Journal of Performability Engineering, 6(6).
7. Rai, S., 2011. Data-Driven Simulation-EnhancedOptimizationofPeople-BasedPrint ProductionService.
In Service Systems Implementation (pp. 9-36). Springer, Boston, MA.
8. Rai, S., 2013. ImplementationofLeanDocument ProductioninthePrintingIndustry. International Journal
of Performability Engineering, 9(1).
9. Rai, S., Gross, E. and Ettam, R.K., 2015. Simulation-based optimization using greedy techniques and
simulated annealing for optimal equipment selection within print production environments. In Applied
simulation and optimization (pp. 277-301). Springer, Cham.
10. Rai, S., Ettam, R.K., 2016. Autonomous Cell Based Storage Location Assignment Strategy in Print
Production Environments. International Journal of Performability Engineering, 12(1), p.45.
Conference Papers and Invited Talks
Design optimization and control of Electromechanical Systems
1. Asada, H., Park, J.H., Rai, S., “A Control Configured Flexible Arm: Integrated Structure/Control Design”.
Proceedings of the IEEE Conference on Robotics and Automation, San Fransisco, CA. (pp. 2356-2362).
2. Rai, S., Asada, H.,” Integrated Structure/Control Design Using Finite Element Models- Preliminary Results”.
Proceedings of the 1991 American Control Conference, Boston, MA. (pp. 1433-1434).
3. Rai, S., Asada, H., “Computer-Aided Structure Redesign for Improved System Dynamics and Its Application
to Flexible Robot Design”. In Control of Systems with Inexact Dynamic Models. DSC Vol-33. Presented at
the ASME Winter Annual Meeting, Atlanta, Georgia, 1991. (pp. 149-159).
4. Rai, S., Asada, H., “Computer-Aided Structure Modification of Electromechanical Systems Using Singular
Value Decomposition”. Advances in Design Automation, 1992, Vol. 1 DE44-1. (pp 1-9). Also presented at the
ASME Design Automation Conference, Scottsdale, Arizona, September 1992.
5. Rai, S., Asada H., “Integrated Structure/Control Design of High Speed Flexible Robots Based on Time
Optimal Control”. Proceedings of the ASME Winter Annual Meeting, New Orleans (1993).
6. Chen-Todt, J., Ramesh, P.S., Rai, S., “Development and Validation of Corona Electrostatic Field Models to
Assist inElectrophotographic HardwareDesigns”. Presentedat the1997AmericanPhysical SocietyMeeting.
7. Rai, S., “Computationally SimpleXerographic Subsystem Models forSystem Model Synthesis UsingMARS”.
Proceedings of the 23rd ASME Design Automation Conference, Sacramento, CA (1997).
8. Rai,S.,”Multiobjective Optimization and Quantitative Trade-off Analysis in Xerographic System Design”.
Proceedings of the 9th ASME Design Theory and Methodology Conference, Sacramento, CA (1997).
9. Rai, S., Jackson, M., “Tolerance Allocation in System Design Based on Multiobjective Optimization”.
Proceedings of the 23rd ASME Design Automation Conference, Sacramento, CA (1997).
2. 10. Rai, S., Ramesh, P.S., Tan, C., 1998. “Virtual Prototyping of Xerographic Components”. Proceedings of the
1998 ASME DETC in Computers In Engineering Conference, Atlanta, GA.
11. Rai,S., “Optimal Setpoint Determination In Experiments with Multiple Output Responses”. Proceedings of the
1998 ASME DETC, 10th International Conference on Design Theory & Methodology.
12. Rai, S.” Design Optimization of Planar Robots Based on Time Optimal Control”. Proceedings of the 1998
IEEE Conference on Control Applications, Trieste, Italy.
13. Rai, S. “ System Identification and Machine Setup of Color Xerographic Machines Using Multivariate
Modeling and Multiobjective Optimization”. Proceedings of the 1998 IEEE Conference on Control
Applications, Trieste, Italy.
14. Rai, S. “A Hybrid Hierarchical Control Architecture for Paper Transport Systems”. 1998 IEEE Conference on
Decision and Control.
15. Rai,S., Jackson, W.B., “Collaborative Design of Electromechanical Systems with Distributed Control”. 1999
ASME Design Theory Methodology Conference.
Design optimization and control of Small, Medium and Large (Document) Production Operations
16. Rai,S., King, Y., Gershwin, S.B., G. Williams,”ADF or LDF? Introducing the Lean Document Factory”
Presented at the 1999 Xplor conference in Los Angeles.
17. Rai,S., “Printshops as Document Factories”. MIT Workshop on “The Future of Manufacturing”. 2000
18. Rai, S., 2000, January. Setpoint determination of printing systems using multiobjective optimization. In NIP &
Digital Fabrication Conference (Vol. 2000, No. 1, pp. 164-166). Society for Imaging Science and Technology.
19. Bolte, S.B., Mihalyov, K.J., Rai, S. and Thieret, T.E., 2001. Process Control: From Developer Charging to
Production Shop Management. International Conference on Digital Production Printing and Industrial
Applications
20. Rai, S. “Characteristics of Print Shops as Manufacturing Systems and Solutions to Improve Their
Productivity”. FourthAegeanConference onthe Analysis ofManufacturingSystem.July 2003. Samos Island,
Greece.
21. Rai, S., Viassolo, D., “A Lean Document Production Controller for Print Shop Management”. IEEE
Conference on Decision and Control, Maui, Hawaii. (Dec-2003).
22. Rai, S. “A Methodology for the Design and Efficient Operation of PrintShops”. Fifth International Conference
on the Analysis of Manufacturing Systems – Production Management. “ May, 2005. Zakynthos, Greece.
23. Lin, J. , Rai, S. “LDP Lean Document Production: A novel solution for the printing industry”. IIE Annual
Conference and Expo 2007. May 19-23
24. Handley, J.C., Rai, S., Dalal, S., “Forecasting demand in large print shops”. 16th Annual Frontiers in Service
Conference. Oct 4-7, 2007. San Francisco
25. Rai, S. 2007. A Simulation-BasedFramework fortheDesignand Operation of Print Shops withHigh Product
Variety”. INFORMS Winter Annual Meeting, Seattle.
26. Rai, S., 2008. Productivity Improvement Solutions for Manufacturing Systems with Highly Variable Inputs
(Presentation). In IIE Annual Conference. Proceedings (p. 1). Institute of Industrial and Systems Engineers
(IISE).
27. Rai, S., 2008. Fat-tail inputs in manufacturing systems. In IIE Annual Conference. Proceedings (p. 1089).
Institute of Industrial and Systems Engineers (IISE).
28. Rai, S. 2008. The LDP Lean Document Production Solution. Netcentricity Conference, University of
Maryland.
29. Rai, S., Quan-Trotter, C. 2008. LDP Lean Document Production: Architecture of the system with software
demonstration. Job Shop Lean Conference - Ohio State University, Columbus.
30. Rai, S., Quan-Trotter, C. 2008. LDP Lean Document Production: Experiences gainedfrom system rolloutand
future work. Job Shop Lean Conference - Ohio State University, Columbus.
31. Rai, S., Quan-Trotter C., Scheermesser T., Lowe V., Burke T., Williams G., 2009. Xerox LDP offering is a
simulation-based print production operational framework. 18th Annual Frontiers in Service Conference,
Honolulu, HI. Service Innovation Practice Finalist sponsored by SRII.
3. 32. Zhou, R., Rai, S. and Do, M., 2011. Job Scheduling in Lean Document Production. Twenty-First
International Conference on Automated Planning and Scheduling (ICAPS-11)
33. Rai,S., Quan-Trotter, C., 2011. Lean Document Production: A Simulation-based methodology for optimizing
print shops. 61st IIE Conference and Expo. (Nevada). First Place at IIE Lean Best Practice Award.
34. Rai, S. and Ettam, R.K., 2013, December. Simulation-based optimization using simulated annealing for
optimal equipment selection within print production environments. In 2013 Winter Simulations Conference
(WSC) (pp. 1097-1108). IEEE.
35. Rai, S., Productivity improvement of a large complex transaction print production and mail environment
utilizing simulation-based modeling and short-interval scheduling. 2014 Winter Simulation Conference. IEEE.
36. Rai, S. and Daniels, M., 2015, December. An event-log analysis and simulation-based approach for
quantifying sustainability metrics in production facilities. In 2015 Winter Simulation Conference (WSC) (pp.
1033-1043). IEEE.
37. Rai, S., Hu, B. and Ettam, R.K., 2015, December. Modeling customer demand in print service environments
using bootstrapping. In 2015 Winter Simulation Conference (WSC) (pp. 598-608). IEEE.
Design optimization and control of (Digital) Business Processes
38. Rai,S. 2018. Process Wind Tunnel for Improving Insurance Business Processes. INFORMS Business
Analytics Conference, Baltimore, MD.
39. Rai, S. 2018. Process Wind Tunnel for Improving Business Processes. In 2018 International Conference on
Process Mining.
40. Rai, S., 2018. Process Wind Tunnel for Improving Business Processes. Process Mining Camp 2018.
https://youtu.be/b7MtF0PlDxo
41. Rai,S. 2019. Optimization of Service Operations Using Process Wind Tunnel. Process Mining Camp 2019.
https://youtu.be/ujEoPiuo9As
42. Rai, S. 2019. Process Wind Tunnel: Data-driven process optimization. AI Summit San Francisco, 2019.
43. Rai, S. 2020. SupportingDigital Transformationby LinkingStrategy toOperations. Panel Discussion. Process
Excellence Network 2020.
44. Rai, S. 2021. Process Wind Tunnel : A novel capability for data-driven business process improvement.
Process Excellence Network 2021.
45. Rai, S. 2021. Automatic Generation of Simulation Model Using Process Templates. 2021 Anylogic
Conference. https://www.youtube.com/watch?v=xz295p_wS1k
46. Rai, S. 2021. Process Wind Tunnel for Improving Business Process. 2021 Winter Simulation Conference.
2021.
Patents
1. Patent # 5,774,761
June 30, 1998
Machine set up procedure using multivariate modeling and multiobjective optimization
Inventor: Sudhendu Rai
2. Patent # 5,999,758
December 7, 1999
Hybrid hierarchical control architecture for media handling
Inventors: Rai; Sudhendu (Pennfield, NY), Jackson; Warren B. (San Francisco, CA),
Biegelsen; David K. (Portola Valley, CA), Wolf; Barry
3. Patent # 6,002,890
December 14, 1999
Feedback between marking and paper path subsystems to reduce shutdowns
Inventors: Jackson; Warren B. (San Francisco, CA), Rai; Sudhendu (Penfield, NY)
4. 4. Patent # 6,278,907
August 21, 2001
Apparatus and method of distributing object handling
Inventors: Fromherz; Markus P. J. (Palo Alto, CA), Rai; Sudhendu (Penfield, NY)
5. Patent # 6,322,069
November 27, 2001
Interpaper spacing control in a media handling system
Inventors: Krucinski; Martin (Webster, NY), Cloet; Carlo (Berkeley, CA), Tomizuka;
Masayoshi (Berkeley, CA), Horowitz; Roberto (El Cerrito, CA), Rai; Sudhendu (Penfield,
NY), Kamprath; David R. (Webster, NY), Li; Perry Y. (Minneapolis, MN)
6. Patent # 6,411,864
June 25, 2002
Apparatus and method of distributed object handling
Inventors: Fromherz; Markus P. J. (Palo Alto, CA), Rai; Sudhendu (Penfield, NY)
7. Patent # 6,573,910
June 3, 2003
Interactive distributed communication method and system for bidding on, scheduling,
routing and executing a document processing job
Inventors: Duke; Charles B. (Webster, NY), Jackson; Warren B. (San Francisco, CA), Rai;
Sudhendu (Penfield, NY)
8. Patent # 6,633,821
October 14, 2003
System for sensing factory workspace
Inventors: Jackson; Warren B. (San Francisco, CA), Rai; Sudhendu (Fairport, NY), Zhao;
Feng (Campbell, CA)
9. Patent # 6,805,502
October 19, 2004
Method for determining optimal batch sizes for processing print jobs in a printing
environment
Inventors: Rai; Sudhendu (Fairport, NY), Maitra; Samaresh C. (Webster, NY)
10. Patent # 7,051,328
May 23, 2006
Production server architecture and methods for automated control of production document
management
Inventors: Rai; Sudhendu (Fairport, NY), Viassolo; Daniel (Penfield, NY)
11. Patent # 7,064,848
June 20, 2006
System and method for converting print jobs stored in printshop job description language
files into printshop workflow
Inventors: Jackson; Warren B. (San Francisco, CA), Rai; Sudhendu (Fairport, NY)
5. 12. Patent # 7,065,567
June 20, 2006
Production server for automated control of production document management
Inventors: Squires; David Forrest (Glendale, CA), Rai; Sudhendu (Fairport, NY)
13. Patent # 7,079,266
June 18, 2006
Printshop resource optimization via the use of autonomous cells
Inventors: Rai; Sudhendu (Fairport, NY), Godambe; Ashok V. (Pittsford, NY), Duke;
Charles B. (Webster, NY), Williams; Guy H. (Webster, NY)
14. Patent # 7,125,179
October 24, 2006
System and method of evaluating print shop consolidation options in an enterprise
Inventors: Rai; Sudhendu (Fairport, NY), Lin; Jie (Webster, NY)
15. Patent # 7,242,302
July 10, 2007
Systems and methods for capturing workflow information
Inventors: Rai; Sudhendu (Fairport, NY), Mayer; James L. (Rochester, NY)
16. Patent # 7,430,056
September 30, 2008
System and method of evaluating print shop consolidation options in an enterprise
Inventors: Rai; Sudhendu (Fairport, NY), Lin; Jie (Webster, NY)
17. Patent # 7,542,161
June 2, 2009
System and method for determining an optimal batch size for a print job
Inventors: Lin; Jie (Webster, NY), Jacobs; Timothy W. (Fairport, NY), Rai;
Sudhendu (Fairport, NY)
18. Patent # 7,626,717
December 1, 2009
Print job allocation system and method
Inventors: Rai; Sudhendu (Fairport, NY), Lin; Jie (Webster, NY)
19. Patent # 7,755,778
July 13, 2010
Print job management system
Inventors: Rai; Sudhendu (Fairport, NY), Zhang; Zhenyu (Cambridge, MA)
20. Patent # 7,797,189
September 14, 2010
System and method of forecasting print job related demand
Inventors: Rai; Sudhendu (Fairport, NY), Handley; John C (Fairport, NY), Sperry; Robert
H (Pittsford, NY)
6. 21. Patent # 7,810,095
October 5, 2010
Method and system for characterizing elements of a print production queuing model
Inventors: Rai; Sudhendu (Fairport, NY)
22. Patent # 7,860,602
December 28, 2010
Mail processing system
Inventors: Rai; Sudhendu (Fairport, NY)
23. Patent # 7,925,460
April 12, 2011
System and method for improving print shop operability
Inventors: Rai; Sudhendu (Fairport, NY), Handley; John C (Fairport, NY)
24. Patent # 7,953,681
May 31, 2011
System and method of forecasting print job related demand
Inventors: Rai; Sudhendu (Fairport, NY)
25. Patent # 7,999,956
August 16, 2011
System and method for improving print shop operation
Inventors: Rai; Sudhendu (Fairport, NY)
26. Patent # 8,059,292
November 15, 2011
System and method for assigning print jobs to autonomous cells in a transaction printing
environment
Inventors: Rai; Sudhendu (Fairport, NY)
27. Patent # 8,074,221
December 6, 2011
Job allocation method for document production
Inventors: Rai; Sudhendu (Fairport, NY)
28. Patent # 8,107,106
January 31, 2012
System and method for improving print shop operation
Inventors: Rai; Sudhendu (Fairport, NY)
29. Patent # 8,111,417
February 7, 2012
Method and apparatus for modeling print jobs
Inventors: Rai; Sudhendu (Fairport, NY), Gartstein; Yuri (Webster, NY)
30. Patent # 8,120,801
7. February 21, 2012
Print job management system for managing disturbances in a plurality of print jobs
Inventors: Zhang; Zhenyu (Cambridge, MA), Rai; Sudhendu (Fairport, NY)
31. Patent # 8,127,012
February 28, 2012
System and methods for efficient and adequate data collection in document production
environments
Inventors: Rai; Sudhendu (Fairport, NY)
32. Patent # 8,134,743
March 13, 2012
Methods and systems for routing and processing jobs in a production environment
Inventors: Rai; Sudhendu (Fairport, NY)
33. Patent # 8,144,364
March 27, 2012
Methods and systems for processing heavy-tailed job distributions in a document
production environment
Inventors: Rai; Sudhendu (Fairport, NY)
34. Patent # 8,145,517
March 27, 2012
Methods and systems for scheduling job sets in a production environment
Inventors: Rai; Sudhendu (Fairport, NY)
35. Patent # 8,164,777
April 24, 2012
Method and apparatus for modeling print jobs
Inventors: Rai; Sudhendu (Fairport, NY), Gartstein; Yuri (Webster, NY)
36. Patent # 8,190,488
May 29, 2012
Methods and systems for evaluating the impact of consolidating print shops on inventory
levels
Inventors: Rai; Sudhendu (Fairport, NY), Regan; Patrick Dennis (Victor, NY)
37. Patent # 8,259,321
September 4, 2012
Methods and systems for scheduling disturbance jobs
Inventors: Zhang; Zhenyu (Cambridge, MA), Rai; Sudhendu (Fairport, NY)
38. Patent # 8,274,688
September 25, 2012
Capacity planning incorporating job size distribution
Inventors: Rai; Sudhendu (Fairport, NY), Handley; John C. (Fairport, NY)
39. Patent # 8,311,903
November 13, 2012
8. Methods and systems for evaluating the impact of migrating to a dynamic processing
environment
Inventors: Rai; Sudhendu (Fairport, NY)
40. Patent # 8,310,700
November 13, 2012
System and method of evaluating print shop consolidation options in an enterprise
Inventors: Rai; Sudhendu (Fairport, NY), Lin; Jie (Rochester, NY)
41. Patent # 8,379,255
February 19, 2013
Method and system of determining batch sizes for print jobs in a print production
environment
Inventors: Rai; Sudhendu (Fairport, NY), Tejada; Jeremy John (Londonderry, NH)
42. Patent # 8,386,286
February 26, 2013
System and method for the dynamic allocation of resources
Inventors: Srinivas; Sharath (Webster, NY), Kulkarni; Rakesh (Webster, NY), Rai;
Sudhendu (Fairport, NY)
43. Patent # 8,400,679
February 26, 2013
Workflow partitioning method and system
Inventors: Rai; Sudhendu (Fairport, NY)
44. Patent # 8,427,670
April 23, 2013
System and method for improving throughput in a print production environment
Inventors: Rai; Sudhendu (Fairport, NY)
45. Patent # 8.433,604
April 30, 2013
System for selecting an optimal sample set of jobs for determining price models for a print
market port
Inventors: Rai; Sudhendu (Fairport, NY), Purohit; Amarnath (Rochester, NY),
Quackenbush; James (Vernon, NJ), Zhao; Shi (Rochester, NY)
46. Patent # 8,464,268
June 11, 2013
Dynamic scheduling of jobs/batches using earliest completion time algorithm in cellular
manufacturing with batch-splitting of jobs above certain size
Inventors: Zhou; Rong (San Jose, CA), Rai; Sudhendu (Fairport, NY), Do; Minh Binh (Palo
Alto, CA)
47. Patent # 8,468,527
June 18, 2013
Method and system for optimal batching in a production environment
Inventors: Rai; Sudhendu (Fairport, NY)
9. 48. Patent # 8,472,093
June 25, 2013
Automated sourcing for multiple printing press, multiple web printing
Inventors: Purohit; Amarnath (Rochester, NY), Myers; Charles R. (Penfield, NY), Snow;
Lewis S. (La Crescenta, CA), Rai; Sudhendu (Fairport, NY)
49. Patent # 8,498,009
July 30, 2013
System and method for identifying a cause of lateness of a print job in a print production
environment
Inventors: Srinivas; Sharath (Webster, NY), Rai; Sudhendu (Fairport, NY), Gross; Eric
Michael (Rochester, NY)
50. Patent # 8,520,254
August 27, 2013
Methods and systems for processing a set of print jobs in a print production environment
Inventors: Rai; Sudhendu (Fairport, NY)
51. Patent # 8,521,549
August 27, 2013
Methods and systems for recommending vendors to submit bids for a print job
Inventors: Peng; Wei (Webster, NY), Zhao; Shi (Rochester, NY), Rai; Sudhendu (Fairport,
NY), Ashby; David Thomas (Pittsford, NY)
52. Patent # 8,559,040
October 15, 2013
Method and system for performing statistical throughput control in a print shop
Inventors: Gross; Eric Michael (Rochester, NY), Srinivas; Sharath (Webster, NY), Rai;
Sudhendu (Fairport, NY), Elliot; Jack Gaynor (Penfield, NY)
53. Patent # 8,570,579
October 29, 2013
Method and system for performing statistical throughput control in a print shop
Inventors: Rai; Sudhendu (Fairport, NY), Ettam; Ranjit Kumar (Pradesh, IN), Lambrecht;
Craig Charles (Rochester, NY)
54. Patent # 8,599,421
December 3, 2013
Method for managing one or more print processing queues
Inventors: Rai; Sudhendu (Fairport, NY)
55. Patent # 8,619,305
December 31, 2013
Methods and systems for determining sustainability metrics in a print production environment
Inventors: Rai; Sudhendu (Fairport, NY), Lambrecht; Craig Charles (Rochester, NY)
56. Patent # 8,660,883
February 25, 2014
System and method of estimating the cost of a print job
10. Inventors: Rai; Sudhendu (Fairport, NY), Lambrecht; Craig Charles (Rochester, NY)
57. Patent # 8,675,231
March 18, 2014
Methods and systems for load leveling in a print shop
Inventors: Gross; Eric Michael (Rochester, NY), Jacobs; Timothy Wayne (Fairport, NY),
Elliot; Jack Gaynor (Penfield, NY), Srinivas; Sharath (Webster, NY), Rai;
Sudhendu (Webster, NY)
58. Patent # 8,676,666
March 18, 2014
System for assessing environmental impact of processing print jobs
Inventors: Khachatrian; Araz (Pittsford, NY), Snow; Lewis S. (La Crescenta, CA), Rai;
Sudhendu (Fairport, NY)
59. Patent # 8,725,546
May 13, 2014
Workflow scheduling method and system
Inventors: Rai; Sudhendu (Fairport, NY)
60. Patent # 8,769,542
July 1, 2014
System for adaptive lot sizing in cellular manufacturing for balancing workloads across
multiple cells using split-then-merge operations and earliest completion route algorithm
Inventors: Zhou; Rong (San Jose, CA), Rai; Sudhendu (Fairport, NY), Do; Minh Binh (Palo
Alto, CA)
61. Patent # 8,781,871
July 15, 2014
Methods and systems for assigning operators to print production cells based on
relationships
Inventors: Rai; Sudhendu (Fairport, NY)
62. Patent # 8,781,872
July 15, 2014
Methods and systems for assigning operators to print production cells based on
relationships
Inventors: Rai; Sudhendu (Fairport, NY)
63. Patent # 8,798,403
August 5, 2014
System and method for capturing production workflow information
Inventors: Elliot; Jack Gaynor (Penfield, NY), Srinivas; Sharath (Webster, NY), Gross; Eric
Michael (Rochester, NY), Rai; Sudhendu (Fairport, NY), Daniels; Marc Dennis (Webster,
NY)
64. Patent # 8,896,863
November 25, 2014
System and method of modeling customer demand in a print production environment
Inventors: Hu; Bo (Pittsford, NY), Rai; Sudhendu (Fairport, NY)
11. 65. Patent # 8,896,867
November 25, 2014
Methods and systems for assigning jobs to production devices
Inventors: Gross; Eric Michael (Rochester, NY), Jacobs; Timothy Wayne (Fairport, FL),
Elliot; Jack Gaynor (Penfield, NY), Rai; Sudhendu (Fairport, NY)
66. Patent # 8,922,800
December 30, 2014
Methods and systems for selecting a location to store a production consumable
Inventors: Rai; Sudhendu (Fairport, NY), Ettam; Ranjit Kumar (Pradesh, IN), Kalpana
Padma; Raja Muthukrishnan (Chennai, IN), Daniels; Marc Dennis (Webster, NY)
67. Patent # 8,934,112
January 13, 2015
Methods and systems for allocating resources in a print production environment
Inventors: Gross; Eric Michael (Rochester, NY), Elliot; Jack Gaynor (Penfield, NY), Rai;
Sudhendu (Fairport, NY), Ettam; Ranjit Kumar (Pradesh, IN), Singh;
Anand (Karnataka, IN)
68. Patent # 8,982,378
March 17, 2015
Methods and systems for analyzing the impact of machine failure data on a print shop
Inventors: Rai; Sudhendu (Fairport, NY), Daniels; Marc Dennis (Webster, NY)
69. Patent # 9,111,247
August 18, 2015
System and methods for excess capacity in dynamic production systems
Inventors: Zhou; Rong (San Jose, CA), Rai; Sudhendu (Fairport, NY)
70. Patent # 9,189,262
November 17, 2015
Methods and systems for recommending solutions to performance issues in a print
production environment
Inventors: Rai; Sudhendu (Fairport, NY), Gross; Eric Michael (Rochester, NY)
71. Patent # 9,201,619
December 1, 2015
Methods and systems for assigning a job source to a hub in a print production environment
Inventors: Gross; Eric Michael (Rochester, NY), Rai; Sudhendu (Fairport, NY), Elliot; Jack
Gaynor (Penfield, NY)
72. Patent # 9,264,566
February 16, 2016
Print job production methods and systems in a large transaction print environment
Inventors: Rai; Sudhendu (Fairport, NY), Gross; Eric Michael (Rochester, NY)
73. Patent # 9,396,445
July 19, 2016
12. Controlled data collection system for improving print shop operation
Inventors: Rai; Sudhendu (Fairport, NY)
74. Patent # 9,423,989
August 23, 2016
System and method for dynamically reconfiguring one or more autonomous cells in a print
shop environment
Inventors: Rai; Sudhendu (Fairport, NY)
75. Patent # 9,639,306
May 2, 2017
Methods and systems for cell design in a production environment
Inventors: Gupta; Manoj (Bangalore, IN), Prabhakara; Jagadeesh Chandra Bose
Rantham (Andhra Pradesh, IN), Rai; Sudhendu (Fairport, NY), Dutta;
Partha (Bangalore, IN)
76. Patent # 10,282,144
May 7, 2017
System and method for distributed cellular manufacturing with outsourcing group
constraints
Inventors: Zhou; Rong (San Jose, CA), Rai; Sudhendu (Fairport, NY), Do; Minh Binh (Palo
Alto, CA)
77. Patent # 10,445,679
October 15, 2019
System and method for distributed cellular manufacturing with outsourcing group
constraints
Inventors: Rai; Sudhendu (Fairport, NY), Ettam; Ranjit Kumar (Pradesh, IN)
78. Patent # 10,467,574
November 5, 2019
Methods and systems of forecasting customer demand in a print production environment
Inventors: Rai; Sudhendu (Fairport, NY), Ettam; Ranjit Kumar (Pradesh, IN)
79. Patent # 10,732,913
August 4, 2020
System and method for multi-site cellular manufacturing with transportation delays
Inventors: Zhou; Rong (San Jose, CA), Rai; Sudhendu (Fairport, NY), Do; Minh Binh (Palo
Alto, CA), Lambrecht; Craig (Rochester, NY)