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  1. Machine Learning Applied to Logistics Decision Making: Improvements to the Soybean Seed Classification Process

    Article • Applied Sciences, September 2023, MDPI AG

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  2. An inventory data-driven model for predictive-reactive production scheduling

    Article • International Journal of Production Research, May 2023, Taylor & Francis

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  3. Digital transformation in Brazilian industry: bridging theory and practice

    Article • Production, January 2023, FapUNIFESP (SciELO)

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  4. Hybrid Approach in Bed Planning and Scheduling Decisions: A Literature Review and Future Perspectives

    Article • January 2023, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  5. VSM Approach to Manufacturing Systems in Industry 4.0: From Literature Review to a Conceptual Framework

    Article • January 2023, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  6. Using Industry 4.0’s Big Data and IoT to Perform Feature-Based and Past Data-Based Energy Consumption Predictions

    Article • Sustainability, October 2022, MDPI AG

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  7. Smart port terminals: conceptual framework, maturity modeling and research agenda

    Article • Maritime Policy & Management, October 2022, Taylor & Francis

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  8. Teaching and learning of industry 4.0: expectations, drivers, and barriers from a knowledge management perspective

    Article • Knowledge Management Research & Practice, July 2022, Taylor & Francis

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  9. Bayesian networks as a guide to value stream mapping for lean office implementation: a proposed framework

    Article • Operations Management Research, May 2022, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  10. Integrated Simulation-Based Optimization Approach for Production Scheduling: A Use Case Application in a Machining Process

    Article • January 2022, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  11. Simulation-Based Port Storage Dimensioning to Mitigate Operational Instability

    Article • January 2022, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  12. Social Manufacturing: from the theory to the practice

    Article • December 2021, Associacao Brasileira de Engenharia de Producao - ABEPRO

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  13. Aplicação do Mapeamento de Fluxo de Valor e Lean Healthcare na emergência de um hospital de referência regional

    Article • Exacta, November 2021, University Nove de Julho

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  14. Intelligent methods and systems for decision-making support: Toward digital supply chain twins

    Article • International Journal of Information Management, April 2021, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  15. A data-driven approach to adaptive synchronization of demand and supply in omni-channel retail supply chains

    Article • International Journal of Information Management, April 2021, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  16. Proposta de otimização dos processos logísticos do porto de Itajaí utilizando simulação e indicadores da teoria das filas

    Article • Revista Produção Online, March 2021, Associacao Brasileira de Engenharia de Producao - ABEPRO

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  17. Design Approach for Additive Manufacturing in Spare Part Supply Chains

    Article • IEEE Transactions on Industrial Informatics, February 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  18. Analysis of the relationship between barriers and practices in the lean supply chain management

    Article • International Journal of Lean Six Sigma, January 2021, Emerald

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  19. Integrated Production and Maintenance Planning: A Systematic Literature Review

    Article • January 2021, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  20. Conceptual Model for Integrated Production and Maintenance Planning with Automated Prognostic Method Selection

    Article • IFAC-PapersOnLine, January 2021, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  21. Integrated production and maintenance planning method with simulation-based optimization

    Article • IFAC-PapersOnLine, January 2021, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  22. Hybrid flow shop rescheduling for contract manufacturing services

    Article • International Journal of Production Research, December 2020, Taylor & Francis

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  23. Proposition of a simulation-based method for port capacity assessment and expansion planning

    Article • Simulation Modelling Practice and Theory, September 2020, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  24. Screw torque traceability control: industrial application

    Article • Independent Journal of Management & Production, April 2020, Independent Journal of Management and Production

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  25. Simulation-based analysis of catalyzers and trade-offs in Lean & Green manufacturing

    Article • Journal of Cleaner Production, January 2020, Elsevier

    Prof. Lucila M. S. Campos, Prof. Dr.-Ing. Enzo Morosini Frazzon

  26. Dynamic Production Order Allocation for Distributed Additive Manufacturing

    Article • IFAC-PapersOnLine, January 2020, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  27. Machine Learning in Production Scheduling: An Overview of the Academic Literature

    Article • January 2020, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  28. Manufacturing networks in the era of digital production and operations: A socio-cyber-physical perspective

    Article • Annual Reviews in Control, January 2020, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  29. Simulation-Based Optimization for the Integrated Control of Production and Logistics: A Performance Comparison

    Article • IFAC-PapersOnLine, January 2020, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  30. A supervised machine learning approach to data-driven simulation of resilient supplier selection in digital manufacturing

    Article • International Journal of Information Management, December 2019, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  31. Proposal of a Reconfigurability Index Using Analytic Network Process

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  32. Avaliação do nível de maturidade do processo de desenvolvimento de produtos de indústria eletroeletrônica

    Article • Revista Gestão da Produção Operações e Sistemas, November 2019, A Fundacao para o Desenvolvimento de Bauru (FunDeB)

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  33. An Optimization Model for the Design of Additive Manufacturing Supply Chains

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  34. Towards Supply Chain Management 4.0

    Article • May 2019, Associacao Brasileira de Engenharia de Producao - ABEPRO

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  35. ANÁLISE DA IMPLEMENTAÇÃO DE SISTEMAS INTELIGENTES PARA A GESTÃO DA ALTA HOSPITALAR

    Article • Revista Gestão e Desenvolvimento, February 2019, Associacao Pro-Ensino Superior em Novo Hamburgo

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  36. Intelligent Maintenance Systems and Spare Parts Supply Chains Integration

    Article • Journal of Intelligent Systems, January 2019, De Gruyter

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  37. Big Data application for E-commerce’s Logistics: A research assessment and conceptual model

    Article • IFAC-PapersOnLine, January 2019, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  38. Smart port-hinterland integration: conceptual proposal and simulation-based analysis in Brazilian ports

    Article • International Journal of Integrated Supply Management, January 2019, Inderscience Publishers

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  39. Towards a Predictive Approach for Omni-channel Retailing Supply Chains

    Article • IFAC-PapersOnLine, January 2019, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  40. Towards a data-driven predictive-reactive production scheduling approach based on inventory availability

    Article • IFAC-PapersOnLine, January 2019, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  41. Cloud-Based Additive Manufacturing as a Strategy for Product Variety: A Simulation Study

    Article • December 2018, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  42. Solving the Job-Shop Scheduling Problem in the Industry 4.0 Era

    Article • Technologies, November 2018, MDPI AG

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  43. Pull-production system in a lean supply chain: a performance analysis utilizing the simulation-based optimization

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  44. Simulation-Based Analysis of Additive Manufacturing Systems for Fuel Nozzles

    Article • Journal of Aerospace Technology and Management, October 2018, Institute of Aeronautics and Space

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  45. Production rescheduling review: Opportunities for industrial integration and practical applications

    Article • Journal of Manufacturing Systems, October 2018, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  46. Forecasting scrap tires returns in closed-loop supply chains in Brazil

    Article • Journal of Cleaner Production, July 2018, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  47. REVIEW OF SIMULATION-BASED OPTIMIZATION APPROACHES FOR THE ADAPTIVE SCHEDULING AND CONTROL OF DYNAMIC PRODUCTION SYSTEMS

    Article • DEStech Transactions on Engineering and Technology Research, March 2018, DEStech Publications

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  48. STATE OF THE ART IN SIMULATION-BASED OPTIMIZATION APPROACHES FOR VEHICLE ROUTING PROBLEMS ALONG MANUFACTURING SUPPLY CHAINS

    Article • DEStech Transactions on Engineering and Technology Research, March 2018, DEStech Publications

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  49. Data-driven production control for complex and dynamic manufacturing systems

    Article • CIRP Annals, January 2018, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  50. A concept for simulation-based optimization in Vehicle Routing Problems

    Article • IFAC-PapersOnLine, January 2018, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  51. Additive Manufacturing Plant for Large Scale Production of Medical Devices: A Simulation Study

    Article • IFAC-PapersOnLine, January 2018, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  52. Evaluating the contribution of in-line metrology to mitigate bullwhip effect in internal supply chains

    Article • IFAC-PapersOnLine, January 2018, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  53. Potential of a Multi-Agent System Approach for Production Control in Smart Factories

    Article • IFAC-PapersOnLine, January 2018, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  54. Predictive and Adaptive Management Approach for Omnichannel Retailing Supply Chains

    Article • IFAC-PapersOnLine, January 2018, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  55. Production Rescheduling for Contract Manufacturing Industry based on Delivery Risks

    Article • IFAC-PapersOnLine, January 2018, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  56. Simulation-based analysis of inventory strategies in lean supply chains

    Article • IFAC-PapersOnLine, January 2018, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  57. Towards a simulation-based optimization approach to integrate supply chain planning and control

    Article • Procedia CIRP, January 2018, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  58. Collaborative Distributed Operational Planning for Spare Parts Supply Chains

    Article • January 2018, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  59. Towards an Adaptive Simulation-Based Optimization Framework for the Production Scheduling of Digital Industries

    Article • January 2018, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  60. Towards adaptive simulation-based optimization to select individual dispatching rules for production control

    Article • December 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  61. Production scheduling and control technologies: a systematic literature review

    Article • November 2017, Associacao Brasileira de Engenharia de Producao - ABEPRO

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  62. Simulation-based analysis of a supplier-manufacturer relationship in lean supply chains

    Article • International Journal of Lean Six Sigma, August 2017, Emerald

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  63. Hybrid approach for the integrated scheduling of production and transport processes along supply chains

    Article • International Journal of Production Research, July 2017, Taylor & Francis

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  64. Evaluating the Robustness of Production Schedules using Discrete-Event Simulation

    Article • IFAC-PapersOnLine, July 2017, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  65. Operational Supply Chain Planning Method for Integrating Spare Parts Supply Chains and Intelligent Maintenance Systems

    Article • IFAC-PapersOnLine, July 2017, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  66. Production paradigms for additive manufacturing systems: A simulation-based analysis

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  67. Benchmarking of best practices: an overview of the academic literature

    Article • Benchmarking An International Journal, April 2017, Emerald

    Vinicius Castro, Prof. Dr.-Ing. Enzo Morosini Frazzon

  68. Potential of data-driven simulation-based optimization for adaptive scheduling and control of dynamic manufacturing systems

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  69. Review

    Article • Advanced Materials Research, August 2016, Trans Tech Publications

    Mr. Ricardo Pimentel, Prof. Dr.-Ing. Enzo Morosini Frazzon

  70. A Heuristic Optimisation Approach for the Scheduling of Integrated Manufacturing and Distribution Systems

    Article • Procedia CIRP, January 2016, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  71. A Communication Procedure Between Tactical and Operational Levels in Spare Parts Supply Chains

    Article • January 2016, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  72. On the application of modelling and simulation to compare human- and automation-based order-picking systems

    Article • IFAC-PapersOnLine, January 2016, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  73. On the research of linear programming solving methods for non-hierarchical spare parts supply chain planning

    Article • IFAC-PapersOnLine, January 2016, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  74. Simulation-based optimization for the integrated scheduling of production and logistic systems

    Article • IFAC-PapersOnLine, January 2016, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  75. Simulation-based performance evaluation of a concept for integrating intelligent maintenance systems and spare parts supply chains

    Article • IFAC-PapersOnLine, January 2016, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  76. Web-Service Interface-based IMS-SPSC Integration

    Article • IFAC-PapersOnLine, January 2016, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  77. BIG DATA APPLIED TO CYBER-PHYSICAL LOGISTIC SYSTEMS: CONCEPTUAL MODEL AND PERSPECTIVES

    Article • Brazilian Journal of Operations & Production Management, December 2015, Associacao Brasileira de Engenharia de Producao - ABEPRO

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  78. Operational Supply Chain Planning Method for Integrating Spare Parts Supply Chains and Intelligent Maintenance Systems

    Article • December 2015, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  79. Industrial Performance Assessment Through the Application of a Benchmarking and Monitoring System

    Article • December 2015, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  80. Big Data and Business Analytics in the Supply Chain: A Review of the Literature

    Article • IEEE Latin America Transactions, October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  81. Graph-based integrated production and intermodal transport scheduling with capacity restrictions

    Article • CIRP Journal of Manufacturing Science and Technology, May 2015, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  82. Simulation-Based Planning and Control of Transport Flows in Port Logistic Systems

    Article • Mathematical Problems in Engineering, January 2015, Hindawi Publishing Corporation

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  83. On the Integration of Intelligent Maintenance and Spare Parts Supply Chain Management

    Article • IFAC-PapersOnLine, January 2015, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  84. Hybrid modelling approach for the scheduling and control of integrated production and logistic processes along export supply chains

    Article • IFAC-PapersOnLine, January 2015, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  85. Synchronizing and Improving Supply Chains through the application of Cyber- Physical Systems

    Article • IFAC-PapersOnLine, January 2015, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  86. Visualization tool for cyber-physical maintenance systems

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  87. Simulation model concept for evaluating spare parts supply chain planning methods

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  88. Including operator's skill and environment conditions in IMS

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  89. Spare parts supply chains’ operational planning using technical condition information from intelligent maintenance systems

    Article • Annual Reviews in Control, January 2014, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  90. Towards Intelligent Maintenance Systems: Rescuing Human Operator and Context Factors

    Article • IFAC Proceedings Volumes, January 2014, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  91. A Genetic Algorithm for the Integrated Scheduling of Production and Transport Systems

    Article • November 2013, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  92. A Conceptual Model for the Simulation-Based Analysis of the Operational Planning of Spare Parts Supply Chains

    Article • May 2013, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  93. Towards Socio-Cyber-Physical Systems in Production Networks

    Article • Procedia CIRP, January 2013, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  94. A Generic Approach for the Graph-based Integrated Production and Intermodal Transport Scheduling with Capacity Restrictions

    Article • Procedia CIRP, January 2013, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  95. Integrating Intelligent Maintenance Systems and Spare Parts Supply Chains

    Article • IFAC Proceedings Volumes, May 2012, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  96. Dynamic Vehicle Routing in Over Congested Urban Areas

    Article • January 2011, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  97. Converting Knowledge into Performance Within Global Production and Logistic Systems

    Article • January 2011, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  98. Dynamic Scheduling of Production and Inter-Facilities Logistic Systems

    Article • January 2011, Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  99. An approach for the sustainable integration of production and transportation scheduling

    Article • International Journal of Logistics Systems and Management, January 2011, Inderscience Publishers

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  100. Integrating manufacturing and logistic systems along global supply chains

    Article • CIRP Journal of Manufacturing Science and Technology, January 2010, Elsevier

    Prof. Dr.-Ing. Enzo Morosini Frazzon

  101. Sustainability and Effectiveness in Global Supply Chains: Toward an Approach Based on a Long-term Learning Process

    Article • Springer Science + Business Media

    Prof. Dr.-Ing. Enzo Morosini Frazzon