Tamal Ghosh
About
Tamal is a researcher at the IVB. He has a strong background and interest in Machine Learning and Big Data Analysis, evolutionary and nature/inspired algorithms, and designing-planning-optimization of smart manufacturing facilities in Industry 4.0. He is an expert in building mathematical models to aid Decision-Support Systems, Multi-Criteria Decision-Making tools. He is also an expert in soft-computing algorithms and Artificial Intelligent techniques. He is an avid computer programmer. He has had many good publications in reputable journals and conferences during the past 10 years.
If any master's student is interested in working on a thesis under his supervision, drop him an email/DM.
Future Research Focus:
Data analysis using the combination of machine learning and optimization and scientific problem-solving
Future Research Focus:
Data analysis using the combination of machine learning and optimization and scientific problem-solving
Research Theme:
Computational Intelligence, Data Analysis, Evolutionary and Nature-Inspired Optimization, Deep Learning, Mathematical Programming,
Education:
(2011-2017) PhD (Production Management), Jadavpur University
(2009-2011) M.Tech (Industrial Management), West Bengal University of Technology Kolkata
(2000-2004) B.Tech (Computer Science), National Institute of Technology Calicut
Computational Intelligence, Data Analysis, Evolutionary and Nature-Inspired Optimization, Deep Learning, Mathematical Programming,
Education:
(2011-2017) PhD (Production Management), Jadavpur University
(2009-2011) M.Tech (Industrial Management), West Bengal University of Technology Kolkata
(2000-2004) B.Tech (Computer Science), National Institute of Technology Calicut
Competencies
- Algorithms and computability theory
- Artificial Neural Networks
- Artificial intelligence
- Big Data
- Bio Inspired Algorithms
- Deep learning
- Evolutionary Computing
- Industrial and product design
- Machine learning
- Manufacturing and production engineering
- Mathematical modelling
- Multivariate statistical analyses
- Production and maintenance engineering
Research
Tamal is working as a Researcher (big data) at IVB, NTNU i Gjøvik. He has a close collaboration with companies in Raufoss Industry Park including SINTEF Manufacturing AS.
Before that, he was working as a researcher of SFI Manufacturing at the Norwegian University of Science and Technology (NTNU). His project work was related to the development of a vision-based quality inspection system for the Cyber-Physical System (CP) Learning Factory. This work had a collaboration with SINTEF Manufacturing AS Norway. He dealt with big data inside the CP factory and used ML/AI to predict/maintain the system's performance.
He is also an expert researcher in building mathematical models to aid Decision-Support Systems, Multi-Criteria Decision-Making tools. He has prior expertise in developing and implementing evolutionary algorithms, nature-inspired optimization, and deep learning tools and techniques.
If any master's student is interested in working on a thesis under his supervision, drop him an email/DM.
Research Interests:
o Evolutionary and Nature-Inspired Optimization
o Machine Learning/Deep Learning and Big Data Analytics
o Digitalization of Production/Manufacturing
o IIoT and Industry 4.0
PRODUCT QUALITY MEASURE BASED ON IMAGE FEATURES WITHIN CYBER-PHYSICAL LEARNING FACTORY
It's a computer vision-based product quality inspection module for products manufactured inside a cyber-physical (CP) learning factory. The proposed system can capture the images of the product and analyze them using deep learning.
A Surrogate-Assisted Optimization Approach for Multi-Response End Milling of Aluminium Alloy AA3105
Modelling and optimization of manufacturing process data collected through sensors. This work was carried out using many-objective surrogate-assisted meta-heuristic algorithms.
Publications
2022
-
Kaushik, Yogesh;
Ghosh, Tamal.
(2022)
PSO Based Improved Surface Roughness Measuring Approach of Manufactured Product Within CP Factory Using T6 6068 Aluminium.
Lecture Notes in Networks and Systems.
Academic article
2021
-
Bhattacharjee, Debraj;
Ghosh, Tamal;
Bhola, Prabha;
Martinsen, Kristian;
Dan, Pranab.
(2021)
Ecodesigning and improving performance of plugin hybrid electric vehicle in rolling terrain through multi-criteria optimisation of powertrain.
Proceedings of the Institution of mechanical engineers. Part D, journal of automobile engineering.
volum 236 (5).
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian.
(2021)
A Collaborative Beetle Antennae Search Algorithm Using Memory Based Adaptive Learning.
Applied Artificial Intelligence.
volum 35 (6).
Academic article
2020
-
Ghosh, Tamal.
(2020)
Optimal Design of Manufacturing Cells Considering Machine Usage Percentage.
Journal of Advanced Manufacturing Systems.
volum 19 (03).
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian.
(2020)
Deep-learning assisted iterative multi-objective optimisation of yarn production process.
International Journal of Experimental Design and Process Optimisation (IJEDPO).
volum 6 (3).
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian.
(2020)
Deploying NSBA algorithm for bi-objective manufacturing cells considering percentage utilisation of machines.
International Journal of Intelligent Systems Technologies and Applications.
volum 19 (3).
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian.
(2020)
Generalized approach for multi-response machining process optimization using machine learning and evolutionary algorithms.
Engineering Science and Technology, an International Journal (JESTECH).
volum 23 (3).
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian.
(2020)
Machine Learning Based Heuristic Technique for Multi-response Machining Process.
Lecture Notes in Mechanical Engineering.
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian.
(2020)
NSGA III for CNC End Milling Process Optimization.
Communications in Computer and Information Science.
Academic article
-
Ghosh, Tamal;
Yi, Wang;
Martinsen, Kristian;
Wang, Kesheng.
(2020)
A Surrogate-Assisted Optimization Approach for Multi-Response End Milling of Aluminium Alloy AA3105.
The International Journal of Advanced Manufacturing Technology.
volum 111.
Academic article
2019
-
Bhattacharjee, Debraj;
Ghosh, Tamal;
Bhola, Prabha;
Martinsen, Kristian;
Dan, Pranab.
(2019)
Data-driven surrogate assisted evolutionary optimization of hybrid powertrain for improved fuel economy and performance.
Energy.
volum 183.
Academic article
-
Ghosh, Tamal.
(2019)
Generalized utilization-based similarity coefficient for machine-part grouping problem in cellular manufacturing.
Management and Production Engineering Review.
volum 10 (4).
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian.
(2019)
CFNN-PSO: An Iterative Predictive Model for Generic Parametric Design of Machining Processes.
Applied Artificial Intelligence.
volum 33 (11).
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian;
Dan, Pranab.
(2019)
Data-Driven Beetle Antennae Search Algorithm for Electrical Power Modeling of a Combined Cycle Power Plant.
Advances in Intelligent Systems and Computing.
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian;
Dan, Pranab.
(2019)
Development and correlation analysis of non-dominated sorting buffalo optimization NSBUF II using Taguchi’s design coupled gray relational analysis and ANN.
Applied Soft Computing.
volum 85.
Academic article
2018
-
Ghosh, Tamal.
(2018)
Modeling and Analysis for Optimal Cell Design in Cellular Manufacturing Systems.
2018.
Doctoral dissertation
2017
-
Ghosh, Tamal;
Doloi, B;
Dan, Pranab.
(2017)
Utilization-based grouping efficiency and multi-criteria decision approach in designing of manufacturing cells.
Proceedings of the Institution of mechanical engineers. Part B, journal of engineering manufacture.
Academic article
2016
-
Ghosh, Tamal;
Doloi, B;
Dan, Pranab.
(2016)
An Immune Genetic algorithm for inter-cell layout problem in cellular manufacturing system.
Production Engineering.
volum 10 (2).
Academic article
-
Ghosh, Tamal;
Doloi, B;
Dan, Pranab.
(2016)
Applying soft-computing techniques in solving dynamic multi-objective layout problems in cellular manufacturing system.
The International Journal of Advanced Manufacturing Technology.
volum 86 (1-4).
Academic article
2014
-
Ghosh, Tamal;
Sengupta, Sourav;
Doloi, B;
Dan, Pranab.
(2014)
AI-based techniques in cellular manufacturing systems: a chronological survey and analysis.
International Journal of Industrial and Systems Engineering (IJISE).
volum 17 (4).
Academic literature review
2013
-
Ghosh, Tamal;
Chattopadhyay, Manojit;
Dan, Pranab.
(2013)
Hybrid principal component analysis technique to machine-part grouping problem in cellular manufacturing system.
International Journal of Advanced Operations Management (IJAOM).
volum 5 (3).
Academic article
-
Ghosh, Tamal;
Sengupta, Sourav;
Chattopadhyay, Manojit;
Dan, Pranab;
mazumdar, S.
(2013)
Neuro-genetic impact on cell formation methods of Cellular Manufacturing System design: A quantitative review and analysis.
Computers & industrial engineering.
volum 64 (1).
Academic literature review
2012
-
Dan, Pranab;
Ghosh, Tamal;
Sengupta, Sourav.
(2012)
Application of Soft-Computing Methods in Cellular Manufacturing.
IGI Global. 2012.
Report
-
Ghosh, Tamal;
Dan, Pranab.
(2012)
Particle swarm optimisation in development of component families using classification and coding system: a case study in an Indian manufacturing firm.
International Journal of Services and Operations Management.
volum 13 (4).
Academic article
-
Ghosh, Tamal;
Dan, Pranab.
(2012)
Soft Computing Based Techniques in Cellular Manufacturing Systems: Various State-of-the-art Heuristics to Manufacturing Cell Formation Problems.
2012. ISBN 3659245763.
Master thesis
-
Sengupta, Sourav;
Ghosh, Tamal;
Dan, Pranab.
(2012)
A neuro-agglomerative approach to strategic design of a manufacturing cell.
International Journal of Intelligent Enterprise.
volum 1 (3/4).
Academic article
2011
-
Ghosh, Tamal;
Dan, Pranab.
(2011)
Applying improved median linkage heuristic for cell formation problem considering binary data.
International Journal of Modelling in Operations Management.
volum 1 (4).
Academic article
-
Ghosh, Tamal;
Dan, Pranab.
(2011)
EFFECTIVE CLUSTERING METHOD FOR GROUP TECHNOLOGY PROBLEMS: A SHORT COMMUNICATION.
E-Journal of Science & Technology.
volum 6 (4).
Academic article
-
Ghosh, Tamal;
Dan, Pranab.
(2011)
Renewable energy scenario and disregarded petition of rural populace of an Indian island: A critical survey and concept of an inexpensive artifact.
The International Journal of Energy and Environment.
volum 2 (3).
Academic article
-
Ghosh, Tamal;
Dan, Pranab.
(2011)
TAGUCHI’S ORTHOGONAL DESIGN BASED SOFT COMPUTING METHODOLOGY TO SOLVE CELL FORMATION PROBLEM ON PRODUCTION SHOP FLOOR.
Acta Technica Corvininesis.
volum 4 (4).
Academic article
-
Ghosh, Tamal;
Dan, Pranab;
Sengupta, Sourav.
(2011)
A hybrid neural network approach to cell formation in cellular manufacturing.
International Journal of Intelligent Systems Technologies and Applications.
volum 10 (4).
Academic article
-
Ghosh, Tamal;
Dan, Pranab;
Sengupta, Sourav.
(2011)
Fa-walca-cf : a Novel Method to Machine-part Grouping Problems.
Advances in Production Engineering & Management (APEM journal).
volum 6 (4).
Academic article
-
Ghosh, Tamal;
Modak, M;
Dan, Pranab.
(2011)
SAPFOCS: a metaheuristic based approach to part family formation problems in group technology.
international journal of management science and engineering management.
volum 6 (3).
Academic article
-
Modak, M;
Ghosh, Tamal;
Dan, Pranab.
(2011)
Solving component family identification problems on manufacturing shop floor.
International Journal of Advancements in Technology.
volum 2 (1).
Academic article
-
Sengupta, Sourav;
Ghosh, Tamal;
Dan, Pranab.
(2011)
Fuzzy ART K-Means Clustering Technique: a hybrid neural network approach to cellularmanufacturing systems.
International journal of computer integrated manufacturing (Print).
volum 24 (10).
Academic article
2010
-
Ghosh, Tamal;
Chattopadhyay, Manojit;
Dan, Pranab;
Sengupta, Sourav.
(2010)
Meta-heuristics in cellular manufacturing: A state-of-the-art review.
International Journal of Industrial Engineering Computations.
volum 2 (1).
Academic literature review
-
Ghosh, Tamal;
Dan, Pranab.
(2010)
Application of analytic hierarchy process and heuristic algorithm in solving vendor selection problem.
Business Intelligence Journal.
volum 4 (1).
Academic article
-
Ghosh, Tamal;
Dan, Pranab;
Chattopadhyay, Manojit;
Sengupta, Sourav.
(2010)
Genetic rule based techniques in cellular manufacturing (1992-2010): a systematic survey.
International Journal of Engineering, Science and Technology.
volum 2 (5).
Academic literature review
-
Ghosh, Tamal;
Dan, Pranab;
Sengupta, Sourav.
(2010)
A hybrid heuristic based clustering algorithm to design manufacturing cell.
Management and Production Engineering Review.
volum 1 (4).
Academic article
-
Ghosh, Tamal;
Modak, M;
Dan, Pranab.
(2010)
Coding and classification based heuristic technique for workpiece grouping problems in cellular manufacturing system.
International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies.
volum 2.
Academic article
Journal publications
-
Kaushik, Yogesh;
Ghosh, Tamal.
(2022)
PSO Based Improved Surface Roughness Measuring Approach of Manufactured Product Within CP Factory Using T6 6068 Aluminium.
Lecture Notes in Networks and Systems.
Academic article
-
Bhattacharjee, Debraj;
Ghosh, Tamal;
Bhola, Prabha;
Martinsen, Kristian;
Dan, Pranab.
(2021)
Ecodesigning and improving performance of plugin hybrid electric vehicle in rolling terrain through multi-criteria optimisation of powertrain.
Proceedings of the Institution of mechanical engineers. Part D, journal of automobile engineering.
volum 236 (5).
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian.
(2021)
A Collaborative Beetle Antennae Search Algorithm Using Memory Based Adaptive Learning.
Applied Artificial Intelligence.
volum 35 (6).
Academic article
-
Ghosh, Tamal.
(2020)
Optimal Design of Manufacturing Cells Considering Machine Usage Percentage.
Journal of Advanced Manufacturing Systems.
volum 19 (03).
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian.
(2020)
Deep-learning assisted iterative multi-objective optimisation of yarn production process.
International Journal of Experimental Design and Process Optimisation (IJEDPO).
volum 6 (3).
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian.
(2020)
Deploying NSBA algorithm for bi-objective manufacturing cells considering percentage utilisation of machines.
International Journal of Intelligent Systems Technologies and Applications.
volum 19 (3).
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian.
(2020)
Generalized approach for multi-response machining process optimization using machine learning and evolutionary algorithms.
Engineering Science and Technology, an International Journal (JESTECH).
volum 23 (3).
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian.
(2020)
Machine Learning Based Heuristic Technique for Multi-response Machining Process.
Lecture Notes in Mechanical Engineering.
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian.
(2020)
NSGA III for CNC End Milling Process Optimization.
Communications in Computer and Information Science.
Academic article
-
Ghosh, Tamal;
Yi, Wang;
Martinsen, Kristian;
Wang, Kesheng.
(2020)
A Surrogate-Assisted Optimization Approach for Multi-Response End Milling of Aluminium Alloy AA3105.
The International Journal of Advanced Manufacturing Technology.
volum 111.
Academic article
-
Bhattacharjee, Debraj;
Ghosh, Tamal;
Bhola, Prabha;
Martinsen, Kristian;
Dan, Pranab.
(2019)
Data-driven surrogate assisted evolutionary optimization of hybrid powertrain for improved fuel economy and performance.
Energy.
volum 183.
Academic article
-
Ghosh, Tamal.
(2019)
Generalized utilization-based similarity coefficient for machine-part grouping problem in cellular manufacturing.
Management and Production Engineering Review.
volum 10 (4).
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian.
(2019)
CFNN-PSO: An Iterative Predictive Model for Generic Parametric Design of Machining Processes.
Applied Artificial Intelligence.
volum 33 (11).
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian;
Dan, Pranab.
(2019)
Data-Driven Beetle Antennae Search Algorithm for Electrical Power Modeling of a Combined Cycle Power Plant.
Advances in Intelligent Systems and Computing.
Academic article
-
Ghosh, Tamal;
Martinsen, Kristian;
Dan, Pranab.
(2019)
Development and correlation analysis of non-dominated sorting buffalo optimization NSBUF II using Taguchi’s design coupled gray relational analysis and ANN.
Applied Soft Computing.
volum 85.
Academic article
-
Ghosh, Tamal;
Doloi, B;
Dan, Pranab.
(2017)
Utilization-based grouping efficiency and multi-criteria decision approach in designing of manufacturing cells.
Proceedings of the Institution of mechanical engineers. Part B, journal of engineering manufacture.
Academic article
-
Ghosh, Tamal;
Doloi, B;
Dan, Pranab.
(2016)
An Immune Genetic algorithm for inter-cell layout problem in cellular manufacturing system.
Production Engineering.
volum 10 (2).
Academic article
-
Ghosh, Tamal;
Doloi, B;
Dan, Pranab.
(2016)
Applying soft-computing techniques in solving dynamic multi-objective layout problems in cellular manufacturing system.
The International Journal of Advanced Manufacturing Technology.
volum 86 (1-4).
Academic article
-
Ghosh, Tamal;
Sengupta, Sourav;
Doloi, B;
Dan, Pranab.
(2014)
AI-based techniques in cellular manufacturing systems: a chronological survey and analysis.
International Journal of Industrial and Systems Engineering (IJISE).
volum 17 (4).
Academic literature review
-
Ghosh, Tamal;
Chattopadhyay, Manojit;
Dan, Pranab.
(2013)
Hybrid principal component analysis technique to machine-part grouping problem in cellular manufacturing system.
International Journal of Advanced Operations Management (IJAOM).
volum 5 (3).
Academic article
-
Ghosh, Tamal;
Sengupta, Sourav;
Chattopadhyay, Manojit;
Dan, Pranab;
mazumdar, S.
(2013)
Neuro-genetic impact on cell formation methods of Cellular Manufacturing System design: A quantitative review and analysis.
Computers & industrial engineering.
volum 64 (1).
Academic literature review
-
Ghosh, Tamal;
Dan, Pranab.
(2012)
Particle swarm optimisation in development of component families using classification and coding system: a case study in an Indian manufacturing firm.
International Journal of Services and Operations Management.
volum 13 (4).
Academic article
-
Sengupta, Sourav;
Ghosh, Tamal;
Dan, Pranab.
(2012)
A neuro-agglomerative approach to strategic design of a manufacturing cell.
International Journal of Intelligent Enterprise.
volum 1 (3/4).
Academic article
-
Ghosh, Tamal;
Dan, Pranab.
(2011)
Applying improved median linkage heuristic for cell formation problem considering binary data.
International Journal of Modelling in Operations Management.
volum 1 (4).
Academic article
-
Ghosh, Tamal;
Dan, Pranab.
(2011)
EFFECTIVE CLUSTERING METHOD FOR GROUP TECHNOLOGY PROBLEMS: A SHORT COMMUNICATION.
E-Journal of Science & Technology.
volum 6 (4).
Academic article
-
Ghosh, Tamal;
Dan, Pranab.
(2011)
Renewable energy scenario and disregarded petition of rural populace of an Indian island: A critical survey and concept of an inexpensive artifact.
The International Journal of Energy and Environment.
volum 2 (3).
Academic article
-
Ghosh, Tamal;
Dan, Pranab.
(2011)
TAGUCHI’S ORTHOGONAL DESIGN BASED SOFT COMPUTING METHODOLOGY TO SOLVE CELL FORMATION PROBLEM ON PRODUCTION SHOP FLOOR.
Acta Technica Corvininesis.
volum 4 (4).
Academic article
-
Ghosh, Tamal;
Dan, Pranab;
Sengupta, Sourav.
(2011)
A hybrid neural network approach to cell formation in cellular manufacturing.
International Journal of Intelligent Systems Technologies and Applications.
volum 10 (4).
Academic article
-
Ghosh, Tamal;
Dan, Pranab;
Sengupta, Sourav.
(2011)
Fa-walca-cf : a Novel Method to Machine-part Grouping Problems.
Advances in Production Engineering & Management (APEM journal).
volum 6 (4).
Academic article
-
Ghosh, Tamal;
Modak, M;
Dan, Pranab.
(2011)
SAPFOCS: a metaheuristic based approach to part family formation problems in group technology.
international journal of management science and engineering management.
volum 6 (3).
Academic article
-
Modak, M;
Ghosh, Tamal;
Dan, Pranab.
(2011)
Solving component family identification problems on manufacturing shop floor.
International Journal of Advancements in Technology.
volum 2 (1).
Academic article
-
Sengupta, Sourav;
Ghosh, Tamal;
Dan, Pranab.
(2011)
Fuzzy ART K-Means Clustering Technique: a hybrid neural network approach to cellularmanufacturing systems.
International journal of computer integrated manufacturing (Print).
volum 24 (10).
Academic article
-
Ghosh, Tamal;
Chattopadhyay, Manojit;
Dan, Pranab;
Sengupta, Sourav.
(2010)
Meta-heuristics in cellular manufacturing: A state-of-the-art review.
International Journal of Industrial Engineering Computations.
volum 2 (1).
Academic literature review
-
Ghosh, Tamal;
Dan, Pranab.
(2010)
Application of analytic hierarchy process and heuristic algorithm in solving vendor selection problem.
Business Intelligence Journal.
volum 4 (1).
Academic article
-
Ghosh, Tamal;
Dan, Pranab;
Chattopadhyay, Manojit;
Sengupta, Sourav.
(2010)
Genetic rule based techniques in cellular manufacturing (1992-2010): a systematic survey.
International Journal of Engineering, Science and Technology.
volum 2 (5).
Academic literature review
-
Ghosh, Tamal;
Dan, Pranab;
Sengupta, Sourav.
(2010)
A hybrid heuristic based clustering algorithm to design manufacturing cell.
Management and Production Engineering Review.
volum 1 (4).
Academic article
-
Ghosh, Tamal;
Modak, M;
Dan, Pranab.
(2010)
Coding and classification based heuristic technique for workpiece grouping problems in cellular manufacturing system.
International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies.
volum 2.
Academic article
Report
-
Ghosh, Tamal.
(2018)
Modeling and Analysis for Optimal Cell Design in Cellular Manufacturing Systems.
2018.
Doctoral dissertation
-
Dan, Pranab;
Ghosh, Tamal;
Sengupta, Sourav.
(2012)
Application of Soft-Computing Methods in Cellular Manufacturing.
IGI Global. 2012.
Report
-
Ghosh, Tamal;
Dan, Pranab.
(2012)
Soft Computing Based Techniques in Cellular Manufacturing Systems: Various State-of-the-art Heuristics to Manufacturing Cell Formation Problems.
2012. ISBN 3659245763.
Master thesis
Teaching
Tamal has been a teaching associate of MSUMA PG course TØL 4204 Flexible Automation and Artificial Intelligence during Fall 2021-22.
Supervision
Tamal has supervised Mr. Yogesh Kaushik's (MSUMA 2020-2022) Thesis titled Modeling and RSM Based Multi-Objective Optimization of Product Production Inside CP Factory.
Media
2012
-
Academic lectureGhosh, Tamal; Dan, Pranab. (2012) Modelling of Optimal Design of Manufacturing Cell Layout Considering Material Flow and Closeness Rating Factors. 4th International & 25th AIMTDR Conference ; 2012-12-14 - 2012-12-16.
2011
-
Academic lectureGhosh, Tamal; Dan, Pranab. (2011) An Effective Machine-Part Grouping Algorithm to Construct Manufacturing Cells. National Conference on Industrial Engineering (NCIE 2011) . WBUT India; 2011-02-10 - 2012-12-12.
-
Academic lectureGhosh, Tamal; Dan, Pranab; Chattopadhyay, Manojit; Sengupta, Sourav. (2011) Hybrid Fuzzy-ART based K-Means Clustering Methodology to Cellular Manufacturing Using Operational Time. International Conference on Operational Excellence for Global Competitiveness . RVEC; Bangalore. 2011-02-05 - 2011-02-07.