Enzo Morosini Frazzon

Enzo Morosini Frazzon
Federal University of Santa Catarina | UFSC · Department of Production Engineering

Prof. Dr.-Ing.
Research and applied projects: Logistics; Supply; Industry 4.0; Optimization; Simulation; Data-driven systems; Analytics

About

158
Publications
60,087
Reads
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1,522
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Introduction
Prof. Enzo Morosini Frazzon leads projects on: integration of production and logistic processes; intelligent production and logistic systems; Supply Chains; Optimization; Simulation; Analytics; Cyber-physical Systems; Advanced Manufacturing and Industry 4.0. He authored 100+ papers in international scientific conferences and journals. More info at: http://www.linkedin.com/in/enzofrazzon/.
Additional affiliations
August 2010 - present
Federal University of Santa Catarina
Position
  • Professor

Publications

Publications (158)
Article
The rise of new information and communication technologies leads to enhanced information transparency in supply chains. In order to utilise the resulting potentials, novel scheduling approaches that are capable of processing large amounts of data and coping with dynamic disturbances of manufacturing and transport stages have to be developed. For th...
Article
Full-text available
Digitalization allows for production control based on the current state of the manufacturing system. Thereof, this paper proposes and applies a data-driven adaptive planning and control approach that uses simulation-based optimization to determine most suitable dispatching rules in real-time under varying conditions. The data integration between th...
Article
Production rescheduling has been categorized according to applied approaches or application context. With the advent of the fourth industrial revolution, new perspectives and challenges for production rescheduling arise, mainly regarding inter- and intra-organizational integration. In addition, problem solving of production rescheduling in dynamic...
Article
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Technological developments along with the emergence of Industry 4.0 allow for new approaches to solve industrial problems, such as the Job-shop Scheduling Problem (JSP). In this sense, embedding Multi-Agent Systems (MAS) into Cyber-Physical Systems (CPS) is a highly promising approach to handle complex and dynamic JSPs. This paper proposes a data e...
Article
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There has been an increased interest in resilient supplier selection in recent years, much of it focusing on forecasting the disruption probabilities. We conceptualize an entirely different approach to analyzing the risk profiles of supplier performance under uncertainty by utilizing the data analytics capabilities in digital manufacturing. Digital...
Article
Goal: This paper aims to understand the value of possibility of scheduling, cost of scheduling, app technology and reschedules features that embody the last mile logistics system. Methodology: The method utilized a stated preference technique in a sample of 83 potential consumers in Florianopolis/Brazil. Results: The results show that consumers are...
Article
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Bayesian networks (BNs) are recognized worldwide for their ability to work with reasoning involving uncertainty. BNs are formed by a directed acyclic graph whose nodes are random variables with different states with associated conditional probabilities. BN allows identifying and prioritizing where to act first and simulating its results to avoid co...
Article
This paper aimed at (i) identifying the expectations, drivers, and barriers for the teaching and learning in Industry 4.0 (I4.0), and (ii) verifying how they contribute to the knowledge management (KM) in I4.0. For that, we carried out an exploratory, qualitative study in which we collected data through semi-structured interviews with 21 graduate s...
Chapter
Maintenance 4.0 (M4.0) is described as an innovative and optimized maintenance strategy, integrating existing practices with technologies from Industry 4.0. These technologies have been impacting and transforming several production processes and also maintenance management. It is possible to extract increasingly accurate data about the assets throu...
Chapter
The scheduling of complex manufacturing systems requires the integration of production, inventory, and maintenance to obtain a robustness control and performance. In this context, this paper proposes a data-driven simulation-based optimization approach for production scheduling to optimize job shop sequencing decisions considering inventory availab...
Chapter
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Port storage is an important resource in port operations, complex to manage and increasingly scarce. Considering the great disturbance in port operations due to lack of storage, this paper aims to propose a simulation-based approach for dimensioning the storage of port terminals. Discrete event simulation (DES) was applied in a test case of a conta...
Article
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The selection of appropriate predictive maintenance methods based on the current state of a manufacturing system, its machines, and its components is not an easy task due to the multitude of physical and virtual resources available. Moreover, the value of the prognostic information provided by a prognostic method, when applied to a given machine, d...
Article
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Goal: This scientific research article focuses on understanding the new manufacturing paradigm of Industry 4.0 called social manufacturing. The study aims to consolidate the concept of social manufacturing by characterizing and evaluating its theoretical potential, identifying its main practical trends, and correlating its state-of-the-art with its...
Article
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A crescente busca de sistemas de saúde por melhoria de sua eficiência e eficácia, para atender ao aumento da demanda de atendimentos, pressupõe a redução dos desperdícios e agregação de valor. O setor de emergência, porta de entrada de grande parte dos pacientes, têm sido considerado um dos maiores desafios. Nesse contexto, o Lean Healthcare emergi...
Presentation
Full-text available
O Programa de Pós-Graduação em Engenharia de Produção (PPGEP) da UFSC torna pública a abertura das inscrições para o processo de seleção de novos alunos para os cursos de Mestrado e Doutorado em Engenharia de Produção para ingresso em 2022/1. https://lnkd.in/dcRGnfvY #engenharia #produção #UFSC #futuro
Chapter
Full-text available
Production and maintenance planning are interconnected problems, so that their joint solution can enhance system performance. This paper develops a systematic review on the integrated production and maintenance planning on manufacturing systems. The content analysis included sixty-nine papers, embracing aspects of production system modelling, optim...
Preprint
With increasing digitalization, manufacturing systems provide data to describe their current condition, allowing for a digital representation of the physical system. This enables a transition to more efficient maintenance and production planning approaches. In this context, selecting suitable prognostic methods is crucial and requires a high level...
Article
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O cenário de avanço econômico de países emergentes e a descentralização da economia global, vivenciado nas últimas décadas, aumentou o uso do modal aquaviário, já que este é o tipo de transporte mais eficiente para grandes cargas a longas distâncias, como acontece nas exportações e importações. Entretanto, esse aumento da demanda tem evidenciado ao...
Article
In the current industrial revolution, additive manufacturing (AM) embodies a promising technology that can enhance the effectiveness, adaptability, and competitiveness of supply chains (SCs). Moreover, it facilitates the development of distributed SCs, thereby enhancing product availability, inventory levels, and lead time. However, the wide adopti...
Article
Purpose The purpose of this paper is to classify the main barriers related to the implementation of lean supply chain management (LSCM) and prioritize its main practices. A case study approach was conducted to obtain values for the intensity of the relationship between LSCM practices and barriers to mitigate or even anticipate difficulties in its i...
Article
The scenario of isolated companies competing with each other has evolved to a holistic vision, where companies collaborate and work together to maintain supply chain competitiveness. Integrated supply chain planning, although challenging, is necessary to foster competitive advantage and to ensure companies’ survival in difficult times. Concepts and...
Article
Maintenance jobs are an important aspect of manufacturing systems and compete for the same resources of the production jobs. Even though literature has pointed operational benefits of integrating the production and maintenance plans, there is the gap of handling the problem in a simulation-based approach that is responsive to disturbances. This pap...
Article
With increasing digitalization, manufacturing systems provide data to describe their current condition, allowing for a digital representation of the physical system. This enables a transition to more efficient maintenance and production planning approaches. In this context, selecting suitable prognostic methods is crucial and requires a high level...
Article
Several approaches for strategic and tactical integration of supply chains considering the demand management process have been proposed in the literature. However, in the context of Industry 4.0, there is a lack of studies related to the scheduling and rescheduling process integrating industries on the operational level. This paper proposes a novel...
Article
For the last years, supply chains have been experiencing technological transformations on the scale unlike any seen before. Industry 4.0, additive manufacturing, sensors, cobots, visibility systems, and blockchain render principally new business models and data utilization opportunities entailing highly flexible and adaptable supply networks with s...
Preprint
Full-text available
In the current industrial revolution, additive manufacturing (AM) embodies a promising technology that can enhance the effectiveness, adaptability, and competitiveness of supply chains (SCs). Moreover, it facilitates the development of distributed SCs, thereby enhancing product availability, inventory levels, and lead time. However, the wide adopti...
Article
Full-text available
Produção com qualidade é assunto crítico em qualquer processo, mais especialmente em processos cujo recurso predominante seja o uso de máquinas, as quais caso não estejam ajustadas ou capacitadas a detectar falhas, podem contribuir para altos custos de desperdício de defeitos em série, seja pelo reprocesso ou pelo refugo de produtos não conformes....
Chapter
Simulation models are one of the most used quantitative approaches for modeling and decision-making in production and logistic systems. In the Industry 4.0 context, new paradigms arise from the possibility of collecting and storing large amounts of data in real-time and throughout productive and logistical operations, enabling the development of Di...
Article
The integration of selling and fulfillment processes triggered by omni-channels is transforming the retailer’s operations management. In this context, there is a lack of research regarding the connection between digital and physical worlds in retail supply chains. This paper aims to propose a data-driven approach that combines machine-learning dema...
Article
Full-text available
Advancements in information and communication technologies are encouraging researches in shared manufacturing systems, especially on current high-competitiveness and low-resources scenarios. This paper aims to compare productive resources sharing with traditional manufacturing systems by using a simulation-based optimization model. The model is bas...
Article
The performance of manufacturing networks relies on interactions. Digitalization supports an evidence-based understanding of partners’ idiosyncrasies and behaviours, so that proper decision-making takes place. Indeed, context uncertainty and flexible problem solving demand human involvement in cyber-physical systems. Therefore, to materialize syste...
Chapter
This paper proposes a new way to consider the dynamics of production execution through discrete event simulation. The proposed method models and simulates a production schedule using spreadsheets supplying input information for a discrete event simulation model that includes randomness (perturbations or time uncertainties) to processing and setup t...
Chapter
Production scheduling is an important tool for a manufacturing system, where it can have a significant impact on the productivity of a production process. In this sense, the application of machine learning can be very fruitful in this field, since it is an enabling computer programs to automatically make intelligent decisions based on data to impro...
Chapter
Platforms based on IoT (Internet of Things) technologies can connect sensors and devices along the supply chains of production and logistics systems, as well as end-users of products, enabling efficient and customized solutions. This paper aims to present perspectives for the application of IoT technologies in logistics, covering theoretical and pr...
Article
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This paper analyses a new screw torque traceability control procedure designed for an operation in a car audio workstation. First the detection score at a Failure Mode and Effects Analysis (FMEA) indicated which process improvement were needed. On the sequence, data was collected to evaluate performance indicators. Finally, specific actions were ex...
Article
Full-text available
In port planning, studies regarding port capacity choice are essential for resource allocation. Even though simulation is a method that enables detailing and flexibility for analyzing complex systems such as ports and terminals, it was not found in a systematic literature review a robust method for port capacity assessment based on simulation and c...
Chapter
IoT (Internet-of-things) platforms can connect sensors and devices along supply chains of production and logistics systems, as well as end users of products, allowing for co-designed and customized solutions. This paper aims to present perspectives for the IoT-based integration of manufacturing lines. More specifically, it will address the implemen...
Article
Full-text available
Advancements in information and communication technologies are encouraging researches in shared manufacturing systems, especially on current high-competitiveness and low-resources scenarios. This paper aims to compare productive resources sharing with traditional manufacturing systems by using a simulation-based optimization model. The model is bas...
Article
Manufacturing systems’ efficiency depends on the proper assignment of orders to resources. Due to existing interdependencies, the integrated consideration of production, inventory and delivery processes can improve the overall manufacturing performance. However, the integration can result in high complexity and stochasticity. Thus, the three areas...
Article
Distributed manufacturing systems represent a new paradigm in the industrial context, supported by new technologies provided by industry 4.0. In this paper, a model for dynamic allocation of Production Orders (PO) in the context of distributed additive manufacturing systems is proposed. The scheduling model performs a local optimization of PO alloc...
Article
Manufacturing companies have been forced to rethink their management and operations strategies due to the growing demand for greener products and services. To support these initiatives, the Lean and Green (L&G) approach has gained increasing attention from academic and industry. However, according to the literature in the field not all Lean practic...
Conference Paper
Full-text available
Additive Manufacturing (AM) is one of the most trending production technologies, with a growing number of companies looking forward to implementing it in their processes. Producing through AM not only means that there are no supplier lead times needed to account for, but also enables production closer to the end customer, reducing then the delivery...
Conference Paper
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To be competitive, companies must constantly innovate, and having efficient and well-managed supply chains is undoubtedly an important success factor. In the case of spare parts manufacturing, supply chain management is a very complex and arduous task. Quite often, spare parts have to be produced for products that have been on the market for very l...
Conference Paper
Full-text available
The industry faces more and more the challenge of deploying and taking advantage of evidence-based strategic decisions to enhance profit gain. In this research, the possibility of having a fully integrated system composed by a simulator and an IoT platform with the capability of collecting real-time data from the shop floor and returning performanc...
Article
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Highlights: A brief review of industrial, logistics, and Supply Chain Management evolution. A concept and the technological elements for Supply Chain Management 4.0 (SCM 4.0) are presented. Potential applications of SCM 4.0 are reviewed as well. Goal: This paper aims at reviewing the historical development of the Supply Chain Management 4.0 concep...
Article
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A utilização conjunta de MFV e Simulação tem ganhando cada vez mais espaço, apresentando-se como ferramentas essenciais ao contribuir com a proposição de novos cenários para facilitar a implementação de melhorias, apoiada pela difusão de tecnologias de informação e pela contínua adoção dos conceitos de Sistemas Ciber-Físicos (CPS). Nesse contexto,...
Article
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A necessidade de alcançar uma maior eficiência na utilização dos recursos hospitalares torna necessária a sincronização dos processos internos. Para tanto, é essencial a aproximação entre os fluxos físicos e de informação envolvidos nos processos, como, por exemplo, a gestão da alta hospitalar. Essa aproximação é apoiada pela difusão de Tecnologias...
Chapter
Recent research has shown the benefits of Additive Manufacturing (AM) as a tool for rapid prototyping. This paper proposes a holistic and quantitative view of 3D printing as a tool to manufacture end products. Within the context of Industry 4.0, the adoption of 3D printing to manufacture end parts has been encouraged and it is becoming feasible due...
Article
Full-text available
Global supply chains drive international trade growth, imposing challenges upon port operations. To cope with rising volumes, involved participants in port logistics systems must adopt a coordinated and streamlined operational decision-making. Along with suitable infrastructure, the proper deployment of smart concepts and technologies can improve p...
Article
Full-text available
Global supply chains drive international trade growth, imposing challenges upon port operations. To cope with rising volumes, involved participants in port logistics systems must adopt a coordinated and streamlined operational decision-making. Along with suitable infrastructure, the proper deployment of smart concepts and technologies can improve p...
Article
Full-text available
Electronic commerce is growing continuously as a consequence of the advantages that it provides for consumers and companies. As the volume growth, several operational logistics challenges appear, mainly related to providing proper service levels which meet consumer expectations. The exploration of consumer behavior data to perform predictive analys...
Article
To survive in a competitive business environment, manufacturing systems require the proper deployment of advanced technologies coming from Industry 4.0. These technologies allow access to quasi-real-time data that provide a continuously updated picture of the production system, including the state of available inventory. Data-driven predictive-reac...
Article
Full-text available
The adoption of omni-channel strategy has changed the relation between retailers and customers and brought more complexity to the retailing supply chains. To address the increasing complexity, it is necessary to adopt innovative approaches based on information technologies and intelligent decision methods. The challenges to retailers are improving...
Conference Paper
Full-text available
Pressure for publication has grown considerably in academia, as academic performance often determines the success of researchers as individuals as well as their institutions. In this sense, paper-based thesis has been attracting researchers´ interest because it is a way to demonstrate publication capacity and potential as a researcher, in addition...
Article
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A conquista de um estratégico, dinâmico e flexível Processo de Desenvolvimento de Produtos (PDP), permite que as empresas ganhem destaque e aumentem suas vendas, podendo melhorar suas participações no mercado, trazendo-lhes vantagem competitiva. Neste contexto, é relevante entender as práticas, procedimentos e ferramentas que compõe e determinam o...
Article
Full-text available
Additive manufacturing technologies have the potential to revolutionize manufacturing, allowing for the production of ever more complex products and supporting the creation of strategic competitive advantages to certain industries. Recent investments in additive manufacturing systems show that operational plants are close to become reality. In this...
Presentation
Full-text available
Digitalization allows for production control based on the current state of the manufacturing system. Thereof, this paper proposes and applies a data-driven adaptive planning and control approach that uses simulation-based optimization to determine most suitable dispatching rules in real-time under varying conditions. The data integration between th...
Cover Page
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International Academy for Production Engineering 68th CIRP General Assembly – Tokyo – Japan - Aug. 19-25 2018
Conference Paper
This work aims to analyze different strategies of inventory management for finished products in a supplier-customer relationship in an LSCM environment. In order to perform this analysis, a computational simulation was used to model four different strategies. The results were measured using the lead time and service level indicators in four differe...