
Rodrigo CaiadoTECGRAF / PUC-Rio | TECGRAF
Rodrigo Caiado
PhD
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141
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Publications
Publications (141)
This study delves into the intricate integration of Industry 4.0 (I4.0) and sustainability within the realm of Operations and Supply Chain Management (OSCM), introducing a pioneering Sustainable I4.0‐enabled OSCM (S‐OSCM4.0) framework. From the lens of the dynamic capabilities view (DCV) and social exchange theory (SET), this research proposes a co...
Purpose
The purpose of this study is to offer a business process management (BPM) framework with information and insights on designing, implementing, using and assessing business processes for continuous improvement towards operational excellence.
Design/methodology/approach
An action research is carried out over two and a half years on the BPM ev...
This research presents an innovative solution to optimise maintenance planning and integrity in offshore facilities, specifically regarding corrosion management. The study introduces a prototype for maintenance planning on offshore oil platforms, developed through the Design Science Research (DSR) methodology. Using a 3D CAD/CAE model, the prototyp...
The Amazon region faces signifiant challenges in accessing electricity in isolated systems. Solar photovoltaic energy with batteries is a promising alternative that aligns with the Sustainable Development Goals. However, its implementation is hindered by complex barriers. Previous studies have addressed specifi aspects, but there is a need for a co...
A inteligência artificial (IA) desempenha um papel crucial no
Planejamento e Controle da Produção (PCP), auxiliando na tomada de decisões e na otimização de processos, aplicando técnicas avançadas como machine learning através de modelos orientados a dados e generativos para tarefas como programação da produção e previsão de demandas. Na Indústria...
O presente trabalho é uma revisão da literatura que visa identificar e
compreender os principais desafios enfrentados pelas organizações na implementação de práticas sustentáveis em suas cadeias de suprimentos. Para isso, realizou-se uma coleta de 52 artigos acadêmicos, os quais foram analisados qualitativamente por meio de análise de conteúdo, com...
The emergence of Industry 5.0 (I5.0) underscores the importance of integrating sustainability and human-centricity into organisations. This requires combining corporate social responsibility (CSR) and circular economy (CE) within sustainable supply chain management (SSCM). However, the interplay between CSR, CE, and SSCM remains underexplored, espe...
Using a rigorous panel of experts from diverse sectors and organisational sizes, the paper investigates the enablers and the role of people & management, technology & innovation mechanisms in traditional and digital technological organisations, unveiling the context-specific interventions triggered by specific mechanisms leading to the outcomes of...
Purpose
The purpose of this paper was to understand the difficulties related to asset management observed by experts in Brazilian organizations in light of the requirements outlined in the ISO 55001:2014 standard.
Design/methodology/approach
A survey was performed with asset management experts. The collected data were analyzed using frequency anal...
Purpose
The purpose of this paper is twofold: first, to present a rigorous bibliometric analysis and a systematic literature review of the critical success factors (CSFs) for Building information modelling (BIM)-based digital transformation; second, to identify the relationship between the dimensions in favour of BIM implementation.
Design/methodo...
Purpose
To address the absence of Lean in transportation logistics in the digital era, this study aims to investigate the application of Lean transportation (LT) tools to reduce waste and facilitate the digital transformation of dedicated road transportation in the offshore industry.
Design/methodology/approach
The study adopts action research wit...
This paper aims at examining how the relationship between research and practice on Operational Excellence (OE) occurs. For that, a qualitative, empirical approach was conducted in which 25 experts (12 academics and 13 practitioners) from both emerging and developed economies were interviewed. Content analysis of the collected data was framed within...
Abstract: This study fills a crucial gap in the research on Micro, Small, and Medium Enterprises (MSMEs), with the main objective of proposing a framework to support the integration of Industry 4.0 (I4.0) and sustainability into the supply chains of MSMEs. This integration is accomplished by people, process, and technology (PPT) mechanisms, all whi...
Supply chain disruptions, intensified by black swan events such as the COVID-19 pandemic and the Russia-Ukraine war, have increased the interest in resilient supply chains, which can be achieved by adopting sustainable Industry 4.0 (I4.0) practices. However, the critical success factors (CSFs) for sustainable I4.0 in operations and supply chain man...
We are delighted to present this comprehensive editorial note summarizing the seven papers published in response to our Call for Papers on "When Titans Meet – Industry 4.0, Lean, and Circular Economy opportunities towards operational excellence and sustainability." This special issue aimed to explore the convergence of Industry 4.0 (I4.0), Lean Man...
In an industrial facility with hundreds of assets, the difficulty of choosing the equipment to belong to a predictive maintenance project requires a complex resolution strategy since it involves conflicting aspects. The digitalization brought by Industry 4.0 makes companies drastically reduce equipment downtime to offer higher production numbers at...
This paper aims to analyse the barriers and enablers of digital transformation in supply chains (SC) and discuss the relationships between these barriers and enablers to contribute to theory and practice in the industry 4.0 (I4.0) theme. A mixed-method approach was adopted, first adopting a tertiary review to identify key barriers and enablers asso...
In recent years, Building Information Modeling (BIM) has emerged as a relevant methodology for the digitalization of the construction industry, presenting a close relationship with digital transformation in the public sector and its relevance to build new frameworks for service delivery and to create new forms of relationships between stakeholders....
Na era da transformação digital, a integração de metodologias inovadoras torna-se essencial para impulsionar avanços significativos na administração pública. "BIM & Administração Pública: Redefinindo Novos Caminhos para Inovação" é uma obra que se destaca como guia informativo indispensável para profissionais do setor de construção civil, gestão de...
O presente trabalho trata-se de uma revisão de escopo da literatura. Tem como objetivo avaliar o estado da arte da Indústria 4.0 e suas prioridades competitivas na gestão de operações e de cadeia de suprimentos lean, ágil, resiliente e verde, LARG-OSCM, de organizações de Manufatura. Para isso, realizou-se uma análise de conteúdo de artigos selecio...
O presente trabalho trata-se de uma revisão sistemática da literatura. Tem como objetivo identificar e compreender as principais práticas de digitalização e sustentabilidade em gestão de operações e de cadeia de suprimentos (operations and supply chain management – OSCM). Para isso, realizou-se uma coleta de dados os quais foram qualitativamente an...
O BIM surgiu como uma metodologia inovadora para a gestão de
projetos, que permite melhorar a gestão da informação entre as
diferentes equipes de projeto. O conhecimento dos benefícios do BIM e sua implementação podem aumentar significativamente a produtividade e o desempenho do projeto. Entretanto, em ambientes dinâmicos e imprevisíveis necessita-...
Goal: This study aims to use artificial intelligence, specifically a random forest model, to predict the annual corrosion rate on FPSO offshore platforms in the oil and gas industry. Corrosion is a significant cause of equipment failure, leading to costly replacements. The random forest model, a machine learning technique, was developed using clima...
The Analytic Hierarchy Process (AHP) is a multi-criteria decision-making method that relies on constructing a pairwise comparison matrix (PCM) based on decision-makers’ (DMs) judgments regarding alternatives and criteria. The objective is to obtain weights and ultimately rank and select alternatives. However, in some cases, DMs may not provide judg...
The purpose of this study is to develop a decision support framework to select critical success factors (CSFs) and benefits for the implementation of BIM in the public works sector. The research methodology integrates multiple fuzzy multicriteria decision making (MCDM) approaches to propose a composite framework of CSFs and benefits using qualitati...
This research aims to design an implementation framework for Lean 4.0. First, we identify the synergy elements, barriers, critical success factors, and benefits of integrating Lean manufacturing (LM) practices and Industry 4.0 (I4.0) technologies. Second, we develop a Lean 4.0 framework proposal based on these results. Third, we refine and validate...
Rising energy costs and the current concern about sustainability issues directly impact the competitiveness and survival of organizations, promoting the search for continuous improvement in industrial production processes. The present study, by identifying the absence in the literature of models based on Value Stream Mapping and integrated with Ind...
Motivated by the project uncertainties of complex realities brought by the fourth industrial revolution, Industry 4.0 (I4.0), researchers must look at Lean project management (LPM) soft skills as a new mindset to have a holistic view of customer needs and to improve value to the organization. In the digital transformation era, it is essential that...
Atualmente o conceito ESG tem sido adotado por diversas organizações como forma de traduzir para os investidores não somente suas performances financeiras, como no passado, mas também reportar os desempenhos: ambiental, social e de governança. Assim, reconhece-se a importância do desenvolvimento e implementação de indicadores ESG, sobretudo aplicad...
The circular economy is a new area of knowledge and has been gaining interest from researchers, government and industries due to the impact generated by the current consumption model that has been degrading the ecosystem in the face of the challenge generated by climate change. In this research, a bibliometric analysis was carried out in order to e...
The article proposes a new definition of environmental competencies that facilitates the incidence of the organization in the development of people, which will show the reduction of the harmful impact on the environment, sustainable competitive advantages, and better performance in the medium and long term because of an increasingly competent staff...
The article proposes a new definition of environmental competencies that facilitates the incidence of the organization in the development of people, which will show the reduction of the harmful impact on the environment, sustainable competitive advantages, and better performance in the medium and long term because of an increasingly competent staff...
The transportation sector is essential for today’s global economy, as it tan-gents a wide range of issues such as mobility, urban planning, and economic development. Understanding the performance of vehicles is fundamental for the Brazilian economy since millions of passengers are carried by public transport every day, and this sector represents a...
Today’s world is living in the age of digital transformation, the so-called Industry 4.0, in which technological advances have revolutionized the decision-making process in supply chain management. In this domain, inventory management can represent 50% of all organizational costs, and still a challenging task to keep the trade-off between maintaini...
The Lean Six Sigma approach has been driving several organizations worldwide through quality and performance improvement. Its implementation process is complex and success depends, besides several factors, on the organization’s current maturity level. Lean Maturity Models (LMM) can reveal guidelines to conduct organizations during the implementatio...
Decision support tools, within the Industry 4.0 perspective, have increasingly impacted different operations and supply chain management (OSCM) areas, such as inventory management. Within the digital transformation era, multicriteria decision-making (MCDM) and machine learning (ML) can be used to improve inventory management decisions. Despite thei...
Background: Due to the growing integration between the various logistics entities and other internal operations, packaging management in the automotive industry is becoming increasingly important from the strategic point of view of the logistics operations of automakers. Performance evaluation of reverse operations is also necessary for managers to...
Purpose
Industries and businesses are pursuing Industry 4.0 technologies as well as adopting a circular approach focused on improving manufacturing processes through the reduction of wastes, CO 2 emissions and mineral exploration to mitigate the impact of climate change. In this sense, additive manufacturing (AM), often referred to as 3D printing,...
This paper aims to assist Higher Education Institutions (HEIs) in their decision-making process to define initiatives and foster research projects contributing to Sustainable Development (SD) and minimizing the deficits found in the municipalities.
A documental analysis was performed to select HEIs and Brazilian regional development indicators. The...
Currently, Industry 4.0 (I4.0) represents a worldwide movement to improve the productivity and efficiency of operations and supply chain management (OSCM), which requires rethinking and changing the mindset of the way in which products are manufactured and services are used. Although the concept of I4.0 was not popularised in the ratification of th...
The integration of Industry 4.0 (I4.0) and sustainability in supply chains emerged as a relevant topic and, therefore, has attracted the interest of academics and practitioners. Many barriers challenge this integration, and enablers to overcome these barriers need to be understood. Micro, Small & Medium Enterprises (MSMEs) have many difficulties to...
In today's world, the transportation industry is globally known for its high energy consumption and intensive use of fossil fuels. However, the search for more sustainable, less resource-carrying, and environmentally friendly transportation alternatives is growing. In this sense, this paper aims to analyze the eco-efficiency of transports using Dat...
From the perspective of offshore installations, corrosion is the most common form of damage and the main factor affecting the longevity and reliability of assets. Maintenance plans based on risk and reliability are modern approaches. For a complex technical system such as a platform, maintenance management can use different approaches, such as reli...
Developing countries adopt policies to reduce the negative impacts of large amount of waste generated by accelerated industrialization and rapid urbanization, but these actions are far from establishing procedures that meet society's needs, especially regarding the management of municipal solid waste (MSW), which requires the cooperation of numerou...
Nowadays, the industry is undergoing the Fourth Industrial Revolution, and techniques and algorithms for automated compliance checking (ACC) are continually being improved, generalized and flexible with the use of semantic and logic-based representations. However, there is still a lack of research that addresses advances in ACC tools headed for the...
In the last decades, there has been an increase in impacts on the environment, driven by the industrialization process. As a result, society's social and environmental awareness increased, and business organizations began to promote corporate social responsibility initiatives to positively contribute to better working and environmental conditions,...
This paper aims to measure the eco-efficiency of Brazilian energy companies in the period 2012-2017. Eco-efficiency is an indicator that reflects the maximization of economic returns and minimization of environmental impacts. The models that will be used are the classical data envelopment analysis (DEA) and the directional distance function (DDF) w...
Industry 4.0 (I4.0) aims to link disruptive technologies to manufacturing systems, combining smart operations and supply chain management (OSCM). Maturity models (MMs) are valuable methodologies to assist manufacturing organizations to track the progress of their I4.0 initiatives and guide digitalization. However, there is a lack of empirical work...
Conceitos e princípios da decisão multicritério discreta.
A integração de dados é um grande desafio enfrentado por organizações que possuem uma grande quantidade de dados. Na literatura, o problema da integração de dados é discutido em diferentes áreas de conhecimento, sob diversas perspectivas. Para ter uma visão abrangente sobre essa área de pesquisa, foi realizada uma revisão sistemática da literatura...
Keywords: Sustainable supply chain management Integrated sustainable waste management Triple bottom line Process flow diagrams Wasteaware benchmark indicators a b s t r a c t Countries worldwide strive to improve their urban household solid waste management (UHSWM) practices. While developed countries like Germany have achieved good results with di...
Paper aims: This paper aims to critically review the Lean-based methodologies (e.g. Lean production, Lean Six Sigma,
and lean government) in Public Administration to locate the critical success factors (CSFs) for lean public management
implementation.
Originality: It is one of the first systematic literature reviews to explore the CSFs of Lean-base...
Sustentabilidade está presente em diversas áreas da gerência de
operações, entretanto, no tocante a ‘sales and operations planning’
(S&OP) há uma lacuna para pesquisa. Isoladamente, sustentabilidade e
S&OP são temas recorrentes na literatura, mas há concreta
oportunidade para estudo conjunto, pois a motivação atual de S&OP
voltada para otimização d...
Purpose
This paper aims to identify the critical success factors (CSFs) that affect the implementation of total quality management (TQM) and to investigate, from the perspective of Brazil, the latent factors for TQM implementation in the construction industry.
Design/methodology/approach
The methodology consists of two methods. First, a literature...
Supply chain management (SCM) focused on large companies has received much attention from academics and industry practitioners. However, there is a dearth of studies covering SCM in small enterprises due to the differences between the realities of large and small enterprises, making it challenging to harness the existing accumulated knowledge of SC...
Safety management depends on systematic anticipation, monitoring and development of organizational performance. In this sense, this article aims to develop a set of regulatory compliance indicators based on a Regulatory Standard 13 (NR-13) to propose a tool for monitoring the conformity of static equipment and thus improve the safety of industrial...
The production and consumption practices that follow the “take-make-dispose” flow have negatively impacted the environment over time. This has propelled the society to evaluate and seek sustainable development options, where Circular Economy (CE) emerged as a relevant concept. This embraced the accountability for reverse logistics of the end-of-lif...
Data integration is a major challenge faced by organizations that have a large amount of data. In the literature, the problem of data integration is discussed in different areas of knowledge, from different perspectives. To have a comprehensive view of this research area, a systematic review of the literature on systems architectures for data
integ...
Based on a systematic review and a focus group, this paper proposes a Manufacturing 4.0 maturity model in emerging countries to increase operational efficiency, improve the integration of physical and virtual structures and guide multiple stakeholders through a holistic view of the supply chain with social, environmental and economic implications.
Using a systematic review method to identify systematic literature reviews (SLRs) that address quality operational improvement programs toward green manufacturing, this paper aims to categorize SLRs that address Lean, Six Sigma, or Lean Six Sigma with sustainable aspects to map gaps, emerging issues and paths for future research.
Using the integrative literature review to identify and analyze research that links the applications of additive manufacturing with the concept of circular economy, this paper aims to highlight guidelines and parameters that can guide the paths to this integration.
Using the SR method, this paper cataloged 27 SSC LRs in order to identify the main topics, findings, and gaps for further researches. Despite the misunderstanding in the past, nowadays sustainability in SC is seen in a better way. However, some topics require more attention, especially the social ones.
This paper aims to use a multi-objective DEA model to provide additional flexibility in pursuing viable, efficient goals towards sustainable development in the energy sector, allowing the decision maker to address more appropriate efforts, taking into account the environmental, social and economic dimensions of sustainability (Triple Bottom Line-TB...