Mukund Subramaniyan

Visar 22 publikationer

2024

Realising the promises of artificial intelligence in manufacturing by enhancing CRISP-DM

Jon Bokrantz, Mukund Subramaniyan, Anders Skoogh
Production Planning and Control. Vol. 35 (16), p. 2234-2254
Artikel i vetenskaplig tidskrift
2024

Integrating Machine and Quality Data for Predictive Maintenance in Manufacturing System

Sabino Francesco Roselli, Martin Dahl, Mukund Subramaniyan et al
IFIP Advances in Information and Communication Technology. Vol. 732 IFIP, p. 95-107
Paper i proceeding
2023

Throughput bottleneck detection in manufacturing: a systematic review of the literature on methods and operationalization modes

Anders Skoogh, Matthias Thürer, Mukund Subramaniyan et al
Production and Manufacturing Research. Vol. 11 (1)
Artikel i vetenskaplig tidskrift
2023

Introduction to innovation analytics

Mukund Subramaniyan, Nachiappan Subramanian, S.G. Ponnambalam et al
Innovation Analytics : Tools for Competitive Advantage, p. 1-16
Kapitel i bok
2022

Data-driven machine criticality assessment – maintenance decision support for increased productivity

Maheshwaran Gopalakrishnan, Mukund Subramaniyan, Anders Skoogh
Production Planning and Control. Vol. 33 (1), p. 1-19
Artikel i vetenskaplig tidskrift
2021

An Enhanced Data-Driven Algorithm for Shifting Bottleneck Detection

Christoph Roser, Mukund Subramaniyan, Anders Skoogh et al
IFIP Advances in Information and Communication Technology. Vol. 630 IFIP, p. 683-689
Paper i proceeding
2021

Artificial intelligence for throughput bottleneck analysis – State-of-the-art and future directions

Mukund Subramaniyan, Anders Skoogh, Jon Bokrantz et al
Journal of Manufacturing Systems. Vol. 60, p. 734-751
Reviewartikel
2021

Data-Driven Throughput Bottleneck Analysis in Production Systems

Mukund Subramaniyan
Proceedings of the International Conference on Industrial Engineering and Operations Management, p. 707-707
Paper i proceeding
2020

A generic hierarchical clustering approach for detecting bottlenecks in manufacturing

Mukund Subramaniyan, Anders Skoogh, Muhammad Azam Sheikh et al
Journal of Manufacturing Systems. Vol. 55, p. 143-158
Artikel i vetenskaplig tidskrift
2020

A data-driven approach to diagnosing throughput bottlenecks from a maintenance perspective

Mukund Subramaniyan, Anders Skoogh, Muhammad Azam Sheikh et al
Computers and Industrial Engineering. Vol. 150
Artikel i vetenskaplig tidskrift
2019

Adaptive Stream-based Shifting Bottleneck Detection in IoT-based Computing Architectures

Hannaneh Najdataei, Mukund Subramaniyan, Vincenzo Massimiliano Gulisano et al
IEEE International Conference on Emerging Technologies and Factory Automation, ETFA. Vol. 2019-September, p. 993-1000
Paper i proceeding
2019

A prognostic algorithm to prescribe improvement measures on throughput bottlenecks

Mukund Subramaniyan, Anders Skoogh, Muhammad Azam Sheikh et al
Journal of Manufacturing Systems. Vol. 53, p. 271-281
Artikel i vetenskaplig tidskrift
2019

Data Analytics in Maintenance Planning – DAIMP

Maheshwaran Gopalakrishnan, Mukund Subramaniyan, Antti Salonen et al
Rapport - FFI - Fordonsstrategisk forskning och innovation
2019

Stream-IT: Continuous and dynamic processing of production systems data - Throughput bottlenecks as a case-study

Hannaneh Najdataei, Mukund Subramaniyan, Vincenzo Massimiliano Gulisano et al
IEEE International Symposium on Industrial Electronics. Vol. 2019-June, p. 1328-1333
Paper i proceeding
2018

Data-driven algorithm for throughput bottleneck analysis of production systems

Mukund Subramaniyan, Anders Skoogh, Hans Salomonsson et al
Production and Manufacturing Research. Vol. 6 (1), p. 225-246
Artikel i vetenskaplig tidskrift
2018

A data-driven algorithm to predict throughput bottlenecks in a production system based on active periods of the machines

Mukund Subramaniyan, Anders Skoogh, Hans Salomonsson et al
Computers and Industrial Engineering. Vol. 125, p. 533-544
Artikel i vetenskaplig tidskrift
2018

Applications of Big Data analytics and Related Technologies in Maintenance - Literature-Based Research

Jens Baum, Christoph Laroque, Benjamin Oeser et al
Machines. Vol. 6 (54), p. 1-12
Artikel i vetenskaplig tidskrift
2016

Real-Time data-driven average active period method for bottleneck detection

Mukund Subramaniyan, Anders Skoogh, Maheshwaran Gopalakrishnan et al
International Journal of Design and Nature and Ecodynamics. Vol. 11 (3), p. 428-437
Artikel i vetenskaplig tidskrift
2016

Analysis of Critical Factors for Automatic Measurement of OEE

Richard Hedman, Mukund Subramaniyan, Peter Almström
Procedia CIRP. Vol. 57, p. 128-133
Paper i proceeding
2016

An algorithm for data-driven shifting bottleneck detection

Mukund Subramaniyan, Anders Skoogh, Maheshwaran Gopalakrishnan et al
Cogent Engineering. Vol. 3 (1), p. 1-19
Artikel i vetenskaplig tidskrift

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Visar 2 forskningsprojekt

2018–2019

5G-Enabled Manufacturing II (5GEMII)

Björn Johansson Produktionssystem
Maja Bärring Produktionssystem
Anders Skoogh Produktionssystem
Clarissa Alejandra Gonzalez Chavez Produktionssystem
Åsa Fasth Berglund Produktionssystem
Mukund Subramaniyan Produktionssystem
Johan Stahre Produktionssystem
Magnus Åkerman Produktionssystem
VINNOVA

4 publikationer finns
2016–2019

DAIMP - Dataanalys inom underhållsplanering

Anders Skoogh Produktionssystem
Omkar Salunkhe Produktionssystem
Maheshwaran Gopalakrishnan Produktionssystem
Mukund Subramaniyan Produktionssystem
Torbjörn Ylipää Produktionssystem
VINNOVA

19 publikationer finns
Det kan finnas fler projekt där Mukund Subramaniyan medverkar, men du måste vara inloggad som anställd på Chalmers för att kunna se dem.