Amos Ng

LLMS, Manufacturing Knowledge Graphs & GraphRAG enabling Intuitive Analytics

Senington, Richard; Mittermeier, Ludwig; Ng, Amos H. C.

Part of 12th Swedish Production Symposium, 2026, 2026

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Multi-disciplinary Optimization for Designing Human-Robot Collaborated Work-Cell for Low-Volume and High-Variant Production

Fu, Siwei; Pascual, Aitor Iriondo; Nourmohammadi, Amir; Ng, Amos H. C. et al.

Part of 12th Swedish Production Symposium, 2026, 2026

• DOI for Multi-disciplinary Optimization for Designing Human-Robot Collaborated Work-Cell for Low-Volume and High-Variant Production
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Identifying Energy Bottlenecks in Manufacturing Systems through an Integrated Dashboard

Bandaru, Sunith; Diaz, Carlos Alberto Barrera; Ng, Amos H. C.; Hanson, Lars

Part of 12th Swedish Production Symposium, 2026, 2026

• DOI for Identifying Energy Bottlenecks in Manufacturing Systems through an Integrated Dashboard
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A cloud decision support system for the reduction of electrical power peaks utilizing digital twins and machine learning predictors

Lidberg, Simon; Mejia, Sofia Encinales; Bouchereau, Stephane; Bergquist, Jesper et al.

Part of 12th Swedish Production Symposium, 2026, 2026

• DOI for A cloud decision support system for the reduction of electrical power peaks utilizing digital twins and machine learning predictors
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Decision-Making in Wood Supply Chain Operations Using Simulation-Based Many-Objective Optimization for Enhancing Delivery Performance and Robustness

Westlund, Karin; Ng, Amos H. C.

Part of Computers, 2026

• DOI for Decision-Making in Wood Supply Chain Operations Using Simulation-Based Many-Objective Optimization for Enhancing Delivery Performance and Robustness
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Decision-Making in Wood Supply Chain Operations Using Simulation-Based Many-Objective Optimization for Enhancing Delivery Performance and Robustness

Westlund, Karin; Ng, Amos H. C.

Part of Computers, 2026

• DOI for Decision-Making in Wood Supply Chain Operations Using Simulation-Based Many-Objective Optimization for Enhancing Delivery Performance and Robustness
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Simulation-based multi-objective optimization to support delivery performance decisions in harvest scheduling and transport

Westlund, Karin; Ng, Amos H. C.; Nourmohammadi, Amir

Part of International Journal of Forest Engineering, 2025

• DOI for Simulation-based multi-objective optimization to support delivery performance decisions in harvest scheduling and transport

Smart process planning of crankshaft machining through multiple objectives optimization

Amouzgar, Kaveh; Wang, Wei; Eynian, Mahdi; Ng, Amos H. C.

Part of Procedia CIRP, p. 241-246, 2025

• DOI for Smart process planning of crankshaft machining through multiple objectives optimization
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Predictive model-based multi-objective optimization with life-long meta-learning for designing unreliable production systems

Mahmoodi, Ehsan; Fathi, Masood; Ng, Amos H. C.; Dolgui, Alexandre

Part of Computers & Operations Research, 2025

• DOI for Predictive model-based multi-objective optimization with life-long meta-learning for designing unreliable production systems
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Exploring prediction accuracy for optimal taxi times in airport operations using various machine learning models

Okwir, Simon; Amouzgar, Kaveh; Ng, Amos H. C.

Part of Journal of Air Transport Management, 2025

• DOI for Exploring prediction accuracy for optimal taxi times in airport operations using various machine learning models
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A Heuristic Approach for Flexible Transfer Line Balancing Problem

Beldar, Pedram; Nourmohammadi, Amir; Fathi, Masood; Ng, Amos H. C.

Part of Procedia CIRP, p. 1144-1149, 2024

• DOI for A Heuristic Approach for Flexible Transfer Line Balancing Problem
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Balancing and scheduling human-robot collaborated assembly lines with layout and objective consideration

Nourmohammadi, Amir; Fathi, Masood; Ng, Amos H. C.

Part of Computers & industrial engineering, 2024

• DOI for Balancing and scheduling human-robot collaborated assembly lines with layout and objective consideration
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Mimer: A Web-Based Tool for Knowledge Discovery in Multi-Criteria Decision Support

Smedberg, Henrik; Bandaru, Sunith; Riveiro, Maria; Ng, Amos H. C.

Part of IEEE Computational Intelligence Magazine, p. 73-87, 2024

• DOI for Mimer: A Web-Based Tool for Knowledge Discovery in Multi-Criteria Decision Support

Data-driven simulation-based decision support system for resource allocation in industry 4.0 and smart manufacturing

Mahmoodi, Ehsan; Fathi, Masood; Tavana, Madjid; Ghobakhloo, Morteza et al.

Part of Journal of manufacturing systems, p. 287-307, 2024

• DOI for Data-driven simulation-based decision support system for resource allocation in industry 4.0 and smart manufacturing
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Multi-objective optimization of mixed-model assembly lines incorporating musculoskeletal risks assessment using digital human modeling

Nourmohammadi, Amir; Ng, Amos H. C.; Fathi, Masood; Vollebregt, Janneke et al.

Part of CIRP - Journal of Manufacturing Science and Technology, p. 71-85, 2023

• DOI for Multi-objective optimization of mixed-model assembly lines incorporating musculoskeletal risks assessment using digital human modeling
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An Enhanced Simulation-Based Multi-Objective Optimization Approach with Knowledge Discovery for Reconfigurable Manufacturing Systems

Barrera-Diaz, Carlos Alberto; Nourmohammadi, Amir; Smedberg, Henrik; Aslam, Tehseen et al.

Part of Mathematics, 2023

• DOI for An Enhanced Simulation-Based Multi-Objective Optimization Approach with Knowledge Discovery for Reconfigurable Manufacturing Systems
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A digital twin based framework for detection, diagnosis, and improvement of throughput bottlenecks

Kumbhar, Mahesh; Ng, Amos H. C.; Bandaru, Sunith

Part of Journal of manufacturing systems, p. 92-106, 2023

• DOI for A digital twin based framework for detection, diagnosis, and improvement of throughput bottlenecks
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Digital-twin-based decision support of dynamic maintenance task prioritization using simulation-based optimization and genetic programming

Frantzén, Marcus; Bandaru, Sunith; Ng, Amos H. C.

Part of Decision Analytics Journal, 2022

• DOI for Digital-twin-based decision support of dynamic maintenance task prioritization using simulation-based optimization and genetic programming
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Knowledge-Driven Multi-Objective Optimization for Reconfigurable Manufacturing Systems

Smedberg, Henrik; Barrera-Diaz, Carlos Alberto; Nourmohammadi, Amir; Bandaru, Sunith et al.

Part of Mathematical and Computational Applications, 2022

• DOI for Knowledge-Driven Multi-Objective Optimization for Reconfigurable Manufacturing Systems
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Balancing and scheduling assembly lines with human-robot collaboration tasks

Nourmohammadi, Amir; Fathi, Masood; Ng, Amos H. C.

Part of Computers & Operations Research, 2022

• DOI for Balancing and scheduling assembly lines with human-robot collaboration tasks
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Online Knowledge Extraction and Preference Guided Multi-Objective Optimization in Manufacturing

Karlsson, Ingemar; Bandaru, Sunith; Ng, Amos H. C.

Part of IEEE Access, p. 145382-145396, 2021

• DOI for Online Knowledge Extraction and Preference Guided Multi-Objective Optimization in Manufacturing
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Optimizing Reconfigurable Manufacturing Systems for Fluctuating Production Volumes: A Simulation-Based Multi-Objective Approach

Diaz, Carlos Alberto Barrera; Aslam, Tehseen; Ng, Amos H. C.

Part of IEEE Access, p. 144195-144210, 2021

• DOI for Optimizing Reconfigurable Manufacturing Systems for Fluctuating Production Volumes: A Simulation-Based Multi-Objective Approach
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Multi-objective optimisation of tool indexing problem: a mathematical model and a modified genetic algorithm

Amouzgar, Kaveh; Nourmohammadi, Amir; Ng, Amos H. C.

Part of International Journal of Production Research, p. 3572-3590, 2021

• DOI for Multi-objective optimisation of tool indexing problem: a mathematical model and a modified genetic algorithm
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Optimizing index positions on CNC tool magazines considering cutting tool life and duplicates

Amouzgar, Kaveh; Ng, Amos H. C.; Ljustina, Goran

Part of Procedia CIRP, p. 1508-1513, 2020

• DOI for Optimizing index positions on CNC tool magazines considering cutting tool life and duplicates
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Graph Databases for Group Decision Making in Industry: A Comprehensive Literature Review

Senington, Richard; Ng, Amos H. C.; Mittermeier, Ludwig; Bandaru, Sunith

Part of IEEE Access, p. 148533-148546, 2025

• DOI for Graph Databases for Group Decision Making in Industry: A Comprehensive Literature Review
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Bringing together Lean and simulation: a comprehensive review

Uriarte, Ainhoa Goienetxea; Ng, Amos H. C.; Moris, Matias Urenda

Part of International Journal of Production Research, p. 87-117, 2020

• DOI for Bringing together Lean and simulation: a comprehensive review
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LLMS, Manufacturing Knowledge Graphs & GraphRAG enabling Intuitive Analytics

Senington, Richard; Mittermeier, Ludwig; Ng, Amos H. C.

Part of 12th Swedish Production Symposium, 2026, 2026

• DOI for LLMS, Manufacturing Knowledge Graphs & GraphRAG enabling Intuitive Analytics
• Download full text (pdf) of LLMS, Manufacturing Knowledge Graphs & GraphRAG enabling Intuitive Analytics

Multi-disciplinary Optimization for Designing Human-Robot Collaborated Work-Cell for Low-Volume and High-Variant Production

Fu, Siwei; Pascual, Aitor Iriondo; Nourmohammadi, Amir; Ng, Amos H. C. et al.

Part of 12th Swedish Production Symposium, 2026, 2026

• DOI for Multi-disciplinary Optimization for Designing Human-Robot Collaborated Work-Cell for Low-Volume and High-Variant Production
• Download full text (pdf) of Multi-disciplinary Optimization for Designing Human-Robot Collaborated Work-Cell for Low-Volume and High-Variant Production

Identifying Energy Bottlenecks in Manufacturing Systems through an Integrated Dashboard

Bandaru, Sunith; Diaz, Carlos Alberto Barrera; Ng, Amos H. C.; Hanson, Lars

Part of 12th Swedish Production Symposium, 2026, 2026

• DOI for Identifying Energy Bottlenecks in Manufacturing Systems through an Integrated Dashboard
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A cloud decision support system for the reduction of electrical power peaks utilizing digital twins and machine learning predictors

Lidberg, Simon; Mejia, Sofia Encinales; Bouchereau, Stephane; Bergquist, Jesper et al.

Part of 12th Swedish Production Symposium, 2026, 2026

• DOI for A cloud decision support system for the reduction of electrical power peaks utilizing digital twins and machine learning predictors
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Analyzing Delivery Performance and Robustness of Wood Supply Chains Using Simulation-Based Multi-Objective Optimization

Westlund, Karin; Ng, Amos H. C.

Part of 2024 Winter Simulation Conference (WSC), p. 1587-1598, 2024

• DOI for Analyzing Delivery Performance and Robustness of Wood Supply Chains Using Simulation-Based Multi-Objective Optimization

A framework for throughput bottleneck analysis using cloud-based cyber-physical systems in Industry 4.0 and smart manufacturing

Mahmoodi, Ehsan; Fathi, Masood; Ghobakhloo, Morteza; Ng, Amos H. C.

Part of 5th International Conference on Industry 4.0 and Smart Manufacturing, ISM 2023, p. 3121-3130, 2024

• DOI for A framework for throughput bottleneck analysis using cloud-based cyber-physical systems in Industry 4.0 and smart manufacturing
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Knowledge Graphs for Supporting Group Decision Making in Manufacturing Industries

Mittermeier, Ludwig; Senington, Richard; Bandaru, Sunith; Ng, Amos H. C.

Part of SUSTAINABLE PRODUCTION THROUGH ADVANCED MANUFACTURING, INTELLIGENT AUTOMATION AND WORK INTEGRATED LEARNING, SPS 2024, p. 464-475, 2024

• DOI for Knowledge Graphs for Supporting Group Decision Making in Manufacturing Industries
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A System Architecture for Continuous Manufacturing Decision Support Using Knowledge Generated from Multi-Level Simulation-Based Optimization

Lidberg, Simon; Ng, Amos H. C.

Part of SUSTAINABLE PRODUCTION THROUGH ADVANCED MANUFACTURING, INTELLIGENT AUTOMATION AND WORK INTEGRATED LEARNING, SPS 2024, p. 231-243, 2024

• DOI for A System Architecture for Continuous Manufacturing Decision Support Using Knowledge Generated from Multi-Level Simulation-Based Optimization
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A genetic algorithm for heterogenous human-robot collaboration assembly line balancing problems

Nourmohammadi, Amir; Fathi, Masood; Ng, Amos H. C.; Mahmoodi, Ehsan

Part of Leading Manufacturing Systems Transformation, p. 1444-1448, 2022

• DOI for A genetic algorithm for heterogenous human-robot collaboration assembly line balancing problems
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Augmented Reality Approach for a User Interface in a Robotic Production System

Schmidt, Bernard; Sánchez De Ocãna Torroba, Adrian; Grahn, Göran; Karlsson, Ingemar et al.

Part of Proceedings of the 10th Swedish Production Symposium, p. 240-251, 2022

• DOI for Augmented Reality Approach for a User Interface in a Robotic Production System
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Bottleneck Detection Through Data Integration, Process Mining and Factory Physics-Based Analytics

Kumbhar, Mahesh; Ng, Amos H. C.; Bandaru, Sunith

Part of Proceedings of the 10th Swedish Production Symposium, p. 737-748, 2022

• DOI for Bottleneck Detection Through Data Integration, Process Mining and Factory Physics-Based Analytics
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