4.7 Article

Maintenance optimization for a multi-unit system with digital twin simulation Example from the mining industry

Related references

Note: Only part of the references are listed.
Article Computer Science, Artificial Intelligence

Field-synchronized Digital Twin framework for production scheduling with uncertainty

Elisa Negri et al.

Summary: Research on scheduling problems is a perpetual challenge for industrial engineers, and the advancement of digital technologies allows for real-time collection and analysis of large amounts of field data. The article introduces a proof-of-concept for robust scheduling applied to Flow Shop Scheduling Problem, using genetic algorithms for optimization and discrete event simulation synchronized with the field through a Digital Twin. The framework demonstrates the real-time computation of equipment failure probabilities using statistical models that utilize sensor data from the field.

JOURNAL OF INTELLIGENT MANUFACTURING (2021)

Article Computer Science, Artificial Intelligence

A digital twins concept model for integrated maintenance: a case study for crane operation

Janusz Szpytko et al.

Summary: The paper introduces an Integrated Maintenance Decision Making Model (IMDMM) for cranes in container terminals, aiming to improve operational efficiency and minimize the risk of Gantry Cranes Inefficiency (GCI) through the implementation of the Digital Twins concept for maintenance purposes. The model combines transportation processes and crane maintenance scheduling to ensure robust performance in stochastic environments and optimize performance at different levels. The effectiveness of the model is demonstrated through a case study using real data from a container terminal.

JOURNAL OF INTELLIGENT MANUFACTURING (2021)

Review Management

A review on maintenance optimization

Bram de Jonge et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2020)

Article Engineering, Industrial

Trade study to select best alternative for cable and pulley simulation for cranes on offshore vessels

Gaute Fotland et al.

SYSTEMS ENGINEERING (2020)

Article Computer Science, Artificial Intelligence

A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectives

Kendrik Yan Hong Lim et al.

JOURNAL OF INTELLIGENT MANUFACTURING (2020)

Article Computer Science, Artificial Intelligence

A six-layer architecture for the digital twin: a manufacturing case study implementation

A. J. H. Redelinghuys et al.

JOURNAL OF INTELLIGENT MANUFACTURING (2020)

Article Engineering, Industrial

Cognition Digital Twins for Personalized Information Systems of Smart Cities: Proof of Concept

Jing Du et al.

JOURNAL OF MANAGEMENT IN ENGINEERING (2020)

Article Engineering, Industrial

Developing a Digital Twin at Building and City Levels: Case Study of West Cambridge Campus

Qiuchen Lu et al.

JOURNAL OF MANAGEMENT IN ENGINEERING (2020)

Article Computer Science, Software Engineering

Finding faults: A scoping study of fault diagnostics for Industrial Cyber-Physical Systems

Barry Dowdeswell et al.

JOURNAL OF SYSTEMS AND SOFTWARE (2020)

Article Computer Science, Interdisciplinary Applications

Multi-step wear evolution simulation method for the prediction of rail wheel wear and vehicle dynamic performance

Smitirupa Pradhan et al.

SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL (2019)

Article Engineering, Mechanical

Optimization of a 900 mm Tilting-Pad Journal Bearing in Large Steam Turbines by Advanced Modeling and Validation

Uemit Mermertas et al.

JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME (2019)

Article Automation & Control Systems

Data-driven digital twin technology for optimized control in process systems

Rui He et al.

ISA TRANSACTIONS (2019)

Article Automation & Control Systems

An architecture of an Intelligent Digital Twin in a Cyber-Physical Production System

Behrang Ashtari Talkhestani et al.

AT-AUTOMATISIERUNGSTECHNIK (2019)

Article Computer Science, Interdisciplinary Applications

The use of Digital Twin for predictive maintenance in manufacturing

P. Aivaliotis et al.

INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING (2019)

Article Computer Science, Interdisciplinary Applications

Review of digital twin applications in manufacturing

Chiara Cimino et al.

COMPUTERS IN INDUSTRY (2019)

Proceedings Paper Automation & Control Systems

A Digital Twin Proof of Concept to Support Machine Prognostics with Low Availability of Run-To-Failure Data

Laura Cattaneo et al.

IFAC PAPERSONLINE (2019)

Article Information Science & Library Science

Machine Learning based Digital Twin Framework for Production Optimization in Petrochemical Industry

Qingfei Min et al.

INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT (2019)

Article Social Sciences, Interdisciplinary

Leveraging Digital Twin Technology in Model-Based Systems Engineering

Azad M. Madni et al.

SYSTEMS (2019)

Article Automation & Control Systems

Digital twin-driven product design, manufacturing and service with big data

Fei Tao et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2018)

Article Computer Science, Theory & Methods

Co-Simulation: A Survey

Claudio Gomes et al.

ACM COMPUTING SURVEYS (2018)

Article Energy & Fuels

Simulation-Based Evaluation and Optimization of Control Strategies in Buildings

Georgios D. Kontes et al.

ENERGIES (2018)

Article Construction & Building Technology

Digital Twin for Sustainability Evaluation of Railway Station Buildings

Sakdirat Kaewunruen et al.

FRONTIERS IN BUILT ENVIRONMENT (2018)

Article Engineering, Mechanical

Application of Semi-Hertzian Approach to Predict the Dynamic Behavior of Railway Vehicles Through a Wear Evolution Model

Smitirupa Pradhan et al.

JOURNAL OF FRICTION AND WEAR (2017)

Article Engineering, Mechanical

Co-simulation for real time safety verification of nuclear power plants

Emmanuel Boafo et al.

MECHANICAL ENGINEERING JOURNAL (2017)

Proceedings Paper Computer Science, Artificial Intelligence

Is Digital Thread/Digital Twin Affordable? A Systemic Assessment of the Cost of DoD's Latest Manhattan Project

Timothy D. West et al.

COMPLEX ADAPTIVE SYSTEMS CONFERENCE WITH THEME: ENGINEERING CYBER PHYSICAL SYSTEMS, CAS (2017)

Article Engineering, Industrial

A novel approach for modelling complex maintenance systems using discrete event simulation

Abdullah Alrabghi et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2016)

Article Environmental Studies

Real options decision framework: Strategic operating policies for open pit mine planning

Inthanongsone Inthavongsa et al.

RESOURCES POLICY (2016)

Article Computer Science, Interdisciplinary Applications

State of the art in simulation-based optimisation for maintenance systems

Abdullah Alrabghi et al.

COMPUTERS & INDUSTRIAL ENGINEERING (2015)

Article Environmental Studies

What are metal prices like? Co-movement, price cycles and long-run trends

Anja Rossen

RESOURCES POLICY (2015)

Review Engineering, Industrial

Simulation for manufacturing system design and operation: Literature review and analysis

Ashkan Negahban et al.

JOURNAL OF MANUFACTURING SYSTEMS (2014)

Article Mining & Mineral Processing

Availability-based simulation and optimization modeling framework for open-pit mine truck allocation under dynamic constraints

Mena Rodrigo et al.

INTERNATIONAL JOURNAL OF MINING SCIENCE AND TECHNOLOGY (2013)

Article Engineering, Mechanical

Multiple Pantograph Interaction With Catenaries in High-Speed Trains

Joao Pombo et al.

JOURNAL OF COMPUTATIONAL AND NONLINEAR DYNAMICS (2012)

Article Engineering, Aerospace

Reengineering Aircraft Structural Life Prediction Using a Digital Twin

Eric J. Tuegel et al.

International Journal of Aerospace Engineering (2011)

Article Management

A new MIP model for mine equipment scheduling by minimizing maintenance cost

Erkan Topal et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2010)

Article Automation & Control Systems

Current status of machine prognostics in condition-based maintenance: a review

Ying Peng et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2010)

Review Engineering, Industrial

Reliability engineering: Old problems and new challenges

E. Zio

RELIABILITY ENGINEERING & SYSTEM SAFETY (2009)

Article Environmental Studies

Duration and characteristics of metal price cycles

Mark C. Roberts

RESOURCES POLICY (2009)

Review Engineering, Manufacturing

System dynamics as a structural theory in operations management

Andreas Grossler et al.

PRODUCTION AND OPERATIONS MANAGEMENT (2008)

Review Management

A survey of maintenance policies of deteriorating systems

HZ Wang

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2002)

Article Engineering, Industrial

The analytic hierarchy process applied to maintenance strategy selection

M Bevilacqua et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2000)