Linking circular economy and digitalisation technologies: A systematic literature review of past achievements and future promises

Article Business

Revenue Models for Digital Servitization: A Value Capture Framework for Designing, Developing, and Scaling Digital Services

Lina Linde et al.

Summary: This article presents a framework for designing new revenue models for digital services based on multiple case studies. It highlights the importance of close collaboration with key customers during the early stages.

IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT (2023)

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Article Business

Implications for sustainability in supply chain management and the circular economy using machine learning model

Dongling Wang et al.

INFORMATION SYSTEMS AND E-BUSINESS MANAGEMENT (2023)

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Article Computer Science, Information Systems

Environmental cost control system of manufacturing enterprises using artificial intelligence based on value chain of circular economy

Min Chen et al.

Summary: This study explores the problem of environmental cost control mode and the relationship between the value chain and environmental cost control, aiming to create a virtuous circle for socio-economic development. It applies the decision tree algorithm of artificial intelligence (AI) to design an environmental cost control system for manufacturing enterprises, achieving the internalization of environmental costs. By analyzing the environmental cost report of an oil production plant, the external environmental consumption cost is calculated and relevant suggestions are proposed for the enterprise's environmental cost control scheme.

ENTERPRISE INFORMATION SYSTEMS (2022)

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Article Green & Sustainable Science & Technology

Drivers and barriers of circular economy business models: Where we are now, and where we are heading

Maryam Hina et al.

Summary: The literature on the circular economy business model (CEBM) has been growing rapidly in recent years. However, there has been a lack of critical analysis of the existing literature. This systematic literature review (SLR) aims to critically analyze and evaluate the prior findings on CEBM, identify research gaps, and propose future research agendas. Through analyzing 126 studies, the paper provides a comprehensive assessment of the drivers and barriers of CEBM and presents a conceptual framework based on actor-network theory for further investigation. The study also offers theoretical and practical implications for overcoming barriers and addressing challenges in CEBM implementation.

JOURNAL OF CLEANER PRODUCTION (2022)

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Article Engineering, Industrial

Linkages between big data analytics, circular economy, sustainable supply chain flexibility, and sustainable performance in manufacturing firms

T. C. Edwin Cheng et al.

Summary: The study reveals that BDA does not directly impact sustainable performance, while CE practices and SSC flexibility play significant mediating roles between BDA capabilities and SSC performance.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2022)

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Article Management

Industry 4.0 model for integrated circular economy-reverse logistics network

Shubhangini Rajput et al.

Summary: The paper discusses the integration of circular economy and reverse logistics into the supply chain to achieve Industry 4.0, using a mixed integer linear programming (MILP) model for improved environmental and economic performance.

INTERNATIONAL JOURNAL OF LOGISTICS-RESEARCH AND APPLICATIONS (2022)

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Review Management

Relationships between industry 4.0, sustainable manufacturing and circular economy: proposal of a research framework

Surajit Bag et al.

Summary: This study reviews the latest articles in the field of Industry 4.0, sustainable manufacturing, and circular economy, and proposes a research framework to integrate these three concepts.

INTERNATIONAL JOURNAL OF ORGANIZATIONAL ANALYSIS (2022)

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Article Green & Sustainable Science & Technology

Redesigning Supply Chains using Blockchain-Enabled Circular Economy and COVID-19 Experiences

Santosh Nandi et al.

Summary: The COVID-19 pandemic has highlighted the vulnerabilities in the traditional patterns of production and consumption, calling for supply chains to become more resilient, transparent, and sustainable through localization, agility, and digitization. Blockchain technology and circular economy principles are seen as potential solutions, with use cases demonstrating their support for supply chain efforts.

SUSTAINABLE PRODUCTION AND CONSUMPTION (2021)

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Article Green & Sustainable Science & Technology

A Dynamic Decision Support System for Sustainable Supplier Selection in Circular Economy

Behrouz Alavi et al.

Summary: This study proposes a dynamic decision support system for sustainable supplier selection in circular supply chains, utilizing fuzzy best-worst method and fuzzy inference system for supplier selection. Machine learning is used to maintain and synthesize supplier criteria scores, with a case study demonstrating the application of this approach in practice.

SUSTAINABLE PRODUCTION AND CONSUMPTION (2021)

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Article Business

Multi-attribute large-scale group decision making with data mining and subgroup leaders: An application to the development of the circular economy

Ming Tang et al.

Summary: The circular economy is a concept that emphasizes sustainable and regenerative business operations, and has become the economic embodiment and inevitable choice for implementing sustainable development strategies. To effectively address evaluation issues involving a large group of experts in circular economy activities, the development of an efficient multiattribute large-scale group decision-making model is essential, incorporating measures such as natural language processing techniques and expert clustering.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2021)

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Article Business

A fuzzy based hybrid decision framework to circularity in dairy supply chains through big data solutions

Yigit Kazancoglu et al.

Summary: This study proposes a framework for matching and ranking big data solutions to overcome circularity barriers in dairy supply chains, with 'economic' barriers being identified as the most important, and 'optimization' as the key big data solution to address the challenges.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2021)

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Article Business

Circular supply chain management with large scale group decision making in the big data era: The macro-micro model

Tsan-Ming Choi et al.

Summary: This paper examines the application of large scale group decision making (LSGDM) in supporting circular supply chain management (CSCM) in the big data era. It proposes a three-stage LSGDM CSCM micro framework and a five-step LSGDM CSCM macro framework, forming the Macro-Micro Model.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2021)

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Article Business

Past, present, and future of green product innovation

Sher Jahan Khan et al.

Summary: The study utilized a systematic literature review approach to analyze the literary corpus on GPI and identified seven key research themes. The findings highlight gaps in the GPI literature and pose research questions for future investigation. The study has important implications for both practitioners and policymakers in countries where GPI adoption is low.

BUSINESS STRATEGY AND THE ENVIRONMENT (2021)

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Article Green & Sustainable Science & Technology

Applications of machine learning algorithms for biological wastewater treatment: Updates and perspectives

Batsuren Sundui et al.

Summary: This study highlights the importance and advantages of using algae-bacteria consortia for wastewater treatment to achieve nutrient uptake and resource recovery. Machine learning algorithms play a crucial role in predicting uncertainties in the treatment process and provide reliable support for real-time monitoring, optimization, and fault detection in wastewater treatment systems.

CLEAN TECHNOLOGIES AND ENVIRONMENTAL POLICY (2021)

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Article Environmental Sciences

A systems thinking approach to understanding the challenges of achieving the circular economy

Eleni Iacovidou et al.

Summary: Circular economy is extensively discussed globally, with a focus on the importance and challenges of achieving it. System thinking is key in understanding resource recovery systems and promoting deep transformational change, while a system of systems approach identifies five interconnected sub-systems crucial for supporting transitions to CE.

ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH (2021)

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Article Green & Sustainable Science & Technology

Fintech and SMEs sustainable business models: Reflections and considerations for a circular economy

Simone Pizzi et al.

Summary: In recent years, there has been a rapid growth of technology-based firms adopting sustainable business models influenced by the operational paradigms of Industry 4.0. Specifically, Fintech enterprises have been launching new services to assist SMEs in overcoming organizational barriers to voluntary adoption of sustainable business models. Research suggests that Fintech can play a significant role in transitioning SMEs towards more sustainable business practices.

JOURNAL OF CLEANER PRODUCTION (2021)

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Article Green & Sustainable Science & Technology

Key resources for industry 4.0 adoption and its effect on sustainable production and circular economy: An empirical study

Surajit Bag et al.

Summary: South Africa, as a developing country, is striving to fully harness the potential of Industry 4.0 technological innovation to boost economic growth and improve the living standards of its people. However, manufacturers are facing resource-related challenges that are slowing down the adoption of Industry 4.0.

JOURNAL OF CLEANER PRODUCTION (2021)

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Article Green & Sustainable Science & Technology

Towards a circular economy for packaging waste by using new technologies: The case of large multinationals in emerging economies

Raji Ajwani-Ramchandani et al.

Summary: Earth's ability to sustain human life is at a critical point due to packaging waste, which large multinational enterprises often view separately from their products, leaving the responsibility to governments. Through in-depth analysis, it was found that urban groups have the desire and capability to address this issue with the right incentives and technology. By advancing a holistic framework based on incentives and new technologies, the circular economy theory is enhanced with a focus on a resources value loop in the product lifecycle theory.

JOURNAL OF CLEANER PRODUCTION (2021)

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Article Engineering, Environmental

Digital technologies catalyzing business model innovation for circular economy-Multiple case study

Valtteri Ranta et al.

Summary: This study provides empirical evidence and a model on how digital technologies drive business model innovation in circular economy, highlighting the critical role of knowledge generation and emphasizing the importance of radical business model innovation catalyzed by data integration and analysis technologies. It offers theoretical insights for both business model innovation and digital technologies in circular economy.

RESOURCES CONSERVATION AND RECYCLING (2021)

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Article Engineering, Environmental

Disassembly sequence planning of waste auto parts

Jia Mao et al.

Summary: The dismantling of waste products is a critical step in remanufacturing, considering the uncertainty of information in the disassembly process and utilizing stochastic variables and optimization algorithms for multi-objective optimization modeling can efficiently facilitate resource recycling and economic benefits.

JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION (2021)

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Article Green & Sustainable Science & Technology

Smart circular product design strategies towards eco-effective production systems: A lean eco-design industry 4.0 framework

Noureddine Dahmani et al.

Summary: The combination of lean design and eco-design with Industry 4.0 technology is an effective approach to develop products based on circular economy strategies and ensure sustainability throughout the product lifecycle. This innovative model provides support for manufacturers to design better and cleaner products that meet customer needs and expectations.

JOURNAL OF CLEANER PRODUCTION (2021)

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Article Green & Sustainable Science & Technology

Distributed Manufacturing: A New Digital Framework for Sustainable Modular Construction

Chris Turner et al.

Summary: This research examines the concept of modular building construction sites as an applied example of redistributed manufacturing, aiming to reduce environmental impacts and proposing the use of embedded IoT sensing technology. It also discusses the potential use of concrete as a modular sensing structure to prolong the lifespan of structures.

SUSTAINABILITY (2021)

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Article Environmental Sciences

A societal transition of MSW management in Xiamen (China) toward a circular economy through integrated waste recycling and technological digitization

Tonni Agustiono Kurniawan et al.

Summary: Xiamen is currently facing challenges in municipal solid waste management, such as lack of a complete garbage sorting and recycling system, absence of waste segregation between organic and dry waste at source, and incomplete information about the generated waste. Solutions involve enhancing source separation, improving recycling systems, legislation, terminal disposal facilities, incorporating digitization, and establishing standards for recycled products. Learning from the effectiveness of Hong Kong's waste management system is crucial for Xiamen's future MSWM development.

ENVIRONMENTAL POLLUTION (2021)

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Review Business

Trust and reputation in family businesses: A systematic literature review of past achievements and future promises

Sanjay Chaudhary et al.

Summary: Family businesses' reputation and trust play a crucial role in their long-term financial success, but comprehensive research on this topic is still lacking. Analysis of 93 studies reveals the importance of trust and reputation in developing relationships with stakeholders and achieving goals.

JOURNAL OF BUSINESS RESEARCH (2021)

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Article Business

Towards a business analytics capability for the circular economy

Eivind Kristoffersen et al.

Summary: Digital technologies play a crucial role in accelerating firms' transition to a circular economy, but current focus is mainly on technical implementation with limited research on organizational resources and capabilities. This paper explores the development of business analytics resources for firms and how they can be orchestrated into a firm-wide capability through a proposed conceptual model. The model is based on thematic analysis of expert interviews and highlights the importance of a holistic approach to business analytics for a more efficient and effective digital-enabled circular economy.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2021)

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Article Engineering, Environmental

Evaluating economic opportunities for product recycling via the Sherwood principle and machine learning

Sidi Deng et al.

Summary: This study proposes an empirical model integrating machine learning and the Sherwood principle to assess the economic feasibility of product recycling, quantifying and visualizing the boundary between profitable and non-profitable end-of-life products for material recycling. It is envisioned that this method can be adopted in other circular economy domains for better decision-making.

RESOURCES CONSERVATION AND RECYCLING (2021)

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Article Green & Sustainable Science & Technology

Using Internet of Things and Distributed Ledger Technology for Digital Circular Economy Enablement: The Case of Electronic Equipment

Chiara Magrini et al.

Summary: This paper discusses how the application of Internet of Things (IoT) and Distributed Ledger Technology (Blockchain) can assist the Electrical and Electronic Equipment (EEE) sector in controlling products until end-of-life, promoting circular economy strategies, and supporting decision-making.

SUSTAINABILITY (2021)

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Article Green & Sustainable Science & Technology

Introducing an application of an industry 4.0 solution for circular supply chain management

Theofilos D. Mastos et al.

Summary: Companies have adopted sustainable practices in supply chain management to reduce negative impacts, with the development of circular economy models and solutions aided by Industry 4.0 technologies. The use of Industry 4.0 technologies in redesigning supply chains can lead to improved availability of personnel and fleet resources, as well as enhanced supply chain traceability and automation.

JOURNAL OF CLEANER PRODUCTION (2021)

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Article Green & Sustainable Science & Technology

Modelling and analysing the impact of Circular Economy; Internet of Things and ethical business practices in the VUCA world: Evidence from the food processing industry

D. Jinil Persis et al.

Summary: In today's volatile business ecosystem, companies are adopting emerging technologies such as Circular Economy and Internet of Things to promote Ethical Business Practices and sustainable operations in the market.

JOURNAL OF CLEANER PRODUCTION (2021)

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Article Environmental Sciences

Predictive modelling as a tool for effective municipal waste management policy at different territorial levels

Martin Rosecky et al.

Summary: The European municipal waste management policy, based on the circular economy paradigm, requires the closing of material and financial loops across all territorial levels, demanding an accurate prognosis of waste generation and understanding factors influencing waste management behavior. Linear regression models generally offer a good trade-off between accuracy and interpretability, while random forest is best for accuracy. Different territorial levels and waste fractions are influenced by various factors, suggesting the need for tailored policies at specific levels.

JOURNAL OF ENVIRONMENTAL MANAGEMENT (2021)

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Article Green & Sustainable Science & Technology

Circular Digital Built Environment: An Emerging Framework

Sultan cetin et al.

Summary: This study focuses on exploring the potential and ways of digital technologies to enable a circular economy in the built environment. By developing a framework, conducting expert workshops, reviewing literature and finally mapping digital technologies, it identifies ten enabling technologies for circular economy in the built environment. This provides a starting point for innovative research at the intersection of circular economy, digital technology and the built environment, inspiring sustainable practices in the sector.

SUSTAINABILITY (2021)

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Article Computer Science, Interdisciplinary Applications

Drivers of implementing Big Data Analytics in food supply chains for transition to a circular economy and sustainable operations management

Yigit Kazancoglu et al.

Summary: This study evaluates Big Data Analytics (BDA) drivers in the context of food supply chains (FSC) for transition to a Circular Economy (CE) and Sustainable Operations Management (SOM), using an interpretive structural modelling (ISM) methodology to indicate relationships between identified drivers to stimulate transition to CE and SOM. The findings show certain drivers are independent factors, some are dependent factors, and others are linkage factors, with Governmental Incentive being the most fundamental driver to achieve BDA applications in FSC transition to CE and SOM. Operations Efficiency, Collaborations between SC partners and Organizational Commitment are key BDA drivers in FSC for transition to CE and SOM.

JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT (2021)

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Article Green & Sustainable Science & Technology

Artificial Intelligence in the Sorting of Municipal Waste as an Enabler of the Circular Economy

Henning Wilts et al.

Summary: The research project aimed at testing and evaluating the automation of municipal waste sorting plants by using a robot with artificial intelligence to increase the recycling rates and material purity, reduce rejected flows, and improve working conditions.

RESOURCES-BASEL (2021)

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Article Business

Big data-enabled large-scale group decision making for circular economy: An emerging market context

Sachin Modgil et al.

Summary: This study proposes a framework for big data-enabled circular economy with stakeholders as key decision makers based on five case studies from emerging markets. By utilizing big data and large-scale group decision making, linear economy problems are addressed to achieve circularity. Implementing a four-step design, the study aims to enable the 10R's of the circular economy through emerging technologies like big data and mobile applications.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2021)

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Article Business

Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities

Surajit Bag et al.

Summary: The study uses data from automotive and allied manufacturing companies in South Africa to clarify how firms configure resources and workforce skills to drive technological enablement, improve sustainable manufacturing practices, and develop circular economy capabilities, based on institutional theory and resource-based view theory.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2021)

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Article Business

The social acceptance of nuclear fusion for decision making towards carbon free circular economy: Evidence from Czech Republic

Inna Cabelkova et al.

Summary: The commercialization of new energy technologies in Europe is closely tied to social awareness and acceptance. Under the goals of circular economy and carbon-free economy, big data technology has the potential to drive societal adoption of these concepts. Research on social acceptance of nuclear fusion shows that information plays a positive role in shaping public support.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2021)

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Review Business

Industry 4.0 and the circular economy: A literature review and recommendations for future research

Usama Awan et al.

Summary: Research on Industry 4.0 and the circular economy has grown since 2014, with a focus on how the Internet of Things (IoT) can impact and benefit these sectors. Understanding stakeholders' interests and expectations in integrating IoT into circular economy management is key for successful implementation. This study highlights the importance of identifying IoT tools and best practices for addressing challenges in the circular economy within Industry 4.0.

BUSINESS STRATEGY AND THE ENVIRONMENT (2021)

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Article Business

A large multi-group decision-making technique for prioritizing the big data-driven circular economy practices in the automobile component manufacturing industry

Sachin S. Kamble et al.

Summary: The present study utilized a large group decision-making technique to identify and rank the best big data-driven circular economy practices in the auto-component industry. The findings indicated that practices more inclined towards enhancing internal supply chain integration were preferred and highly ranked by decisionmakers in the industry.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2021)

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Article Engineering, Environmental

The adoption of internet of things in a circular supply chain framework for the recovery of WEEE: the case of lithium-ion electric vehicle battery packs

Celia Garrido-Hidalgo et al.

WASTE MANAGEMENT (2020)

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Article Chemistry, Physical

Intelligent Resource Use to Deliver Waste Valorisation and Process Resilience in Manufacturing Environments Moving towards sustainable process manufacturing

Oliver J. Fisher et al.

JOHNSON MATTHEY TECHNOLOGY REVIEW (2020)

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Article Green & Sustainable Science & Technology

Industry 4.0 based sustainable circular economy approach for smart waste management system to achieve sustainable development goals: A case study of Indonesia

Yun Arifatul Fatimah et al.

JOURNAL OF CLEANER PRODUCTION (2020)

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Article Green & Sustainable Science & Technology

Tokenizing coopetition in a blockchain for a transition to circular economy

Rumy Narayan et al.

JOURNAL OF CLEANER PRODUCTION (2020)

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Article Environmental Sciences

Stakeholders, innovative business models for the circular economy and sustainable performance of firms in an emerging economy facing institutional voids

Charbel Jose Chiappetta Jabbour et al.

JOURNAL OF ENVIRONMENTAL MANAGEMENT (2020)

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Article Energy & Fuels

Methods to Optimize Carbon Footprint of Buildings in Regenerative Architectural Design with the Use of Machine Learning, Convolutional Neural Network, and Parametric Design

Mateusz Ploszaj-Mazurek et al.

ENERGIES (2020)

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Review Computer Science, Information Systems

Big data analytics in healthcare: a systematic literature review

Sayantan Khanra et al.

ENTERPRISE INFORMATION SYSTEMS (2020)

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Article Environmental Sciences

Circular bio-economy via energy transition supported by Fuzzy Cognitive Map modeling towards sustainable low-carbon environment

Konstantinos Kokkinos et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2020)

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Article Engineering, Electrical & Electronic

Pairing a Circular Economy and the 5G-Enabled Internet of Things: Creating a Class of ?Looping Smart Assets?

Andreas Miaoudakis et al.

IEEE VEHICULAR TECHNOLOGY MAGAZINE (2020)

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Review Green & Sustainable Science & Technology

Information and Communication Technology Solutions for the Circular Economy

Konstantinos Demestichas et al.

SUSTAINABILITY (2020)

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Article Green & Sustainable Science & Technology

Circular Economy Business Models with a Focus on Servitization

Junghee Han et al.

SUSTAINABILITY (2020)

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Article Engineering, Environmental

Blockchain for the future of sustainable supply chain management in Industry 4.0

Behzad Esmaeilian et al.

RESOURCES CONSERVATION AND RECYCLING (2020)

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Article Green & Sustainable Science & Technology

The Impact of 4IR Digital Technologies and Circular Thinking on the United Nations Sustainable Development Goals

Mohamed Sameer Hoosain et al.

SUSTAINABILITY (2020)

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Proceedings Paper Agriculture, Multidisciplinary

Environmental Aspects of the Housing Renovation Program in Moscow under Sharing and Circular Economy Conditions

Anna Schmeleva et al.

ECOLOGICAL AND BIOLOGICAL WELL-BEING OF FLORA AND FAUNA (EBWFF-2020) (2020)

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Article Green & Sustainable Science & Technology

Towards Circular Economy in the Household Appliance Industry: An Overview of Cases

Gianmarco Bressanelli et al.

RESOURCES-BASEL (2020)

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Proceedings Paper Green & Sustainable Science & Technology

New promises AI brings into circular economy accelerated product design: a review on supporting literature

Malahat Ghoreishi et al.

2019 7TH INTERNATIONAL CONFERENCE ON ENVIRONMENT POLLUTION AND PREVENTION (ICEPP 2019) (2020)

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Article Business

The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies

Eivind Kristoffersen et al.

JOURNAL OF BUSINESS RESEARCH (2020)

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Article Automation & Control Systems

Potential Impacts of the European Union's Circular Economy Policy on Japanese Manufacturers

Yasushi Umeda et al.

INTERNATIONAL JOURNAL OF AUTOMATION TECHNOLOGY (2020)

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Article Green & Sustainable Science & Technology

Data-driven sustainable intelligent manufacturing based on demand response for energy-intensive industries

Shuaiyin Ma et al.

JOURNAL OF CLEANER PRODUCTION (2020)

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Review Business

Consumers' resistance to digital innovations: A systematic review and framework development

Shalini Talwar et al.

AUSTRALASIAN MARKETING JOURNAL (2020)

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Article Engineering, Environmental

Opportunities and challenges in IoT-enabled circular business model implementation - A case study

Emilia Ingemarsdotter et al.

RESOURCES CONSERVATION AND RECYCLING (2020)

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Proceedings Paper Engineering, Multidisciplinary

Key Enablers for Deploying Artificial Intelligence for Circular Economy Embracing Sustainable Product Design: Three Case Studies

Malahat Ghoreishi et al.

13TH INTERNATIONAL ENGINEERING RESEARCH CONFERENCE (13TH EURECA 2019) (2020)

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Article Geography

Digitally enabled diverse economies: exploring socially inclusive access to the circular economy in the city

Malgorzata Lekan et al.

URBAN GEOGRAPHY (2020)

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Article Engineering, Manufacturing

Decision support model for economical material carbon recovery and reduction by connecting supplier and disassembly part selections

Hayate Irie et al.

JOURNAL OF ADVANCED MECHANICAL DESIGN SYSTEMS AND MANUFACTURING (2020)

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Article Chemistry, Analytical

SmartTags: IoT Product Passport for Circular Economy Based on Printed Sensors and Unique Item-Level Identifiers

Nenad Gligoric et al.

SENSORS (2019)

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Review Green & Sustainable Science & Technology

Business model innovation for circular economy and sustainability: A review of approaches

Marina P. P. Pieroni et al.

JOURNAL OF CLEANER PRODUCTION (2019)

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Editorial Material Business

Business Model Innovation An Interview with Alex Osterwalder

Jim Euchner et al.

RESEARCH-TECHNOLOGY MANAGEMENT (2019)

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Article Computer Science, Interdisciplinary Applications

Production data analysis system using novel process capability indices-based circular economy

Kuo-Ping Lin et al.

INDUSTRIAL MANAGEMENT & DATA SYSTEMS (2019)

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Article Green & Sustainable Science & Technology

Simulation to Enable a Data-Driven Circular Economy

Fiona Charnley et al.

SUSTAINABILITY (2019)

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Article Green & Sustainable Science & Technology

Sustainable Production in a Circular Economy: A Business Model for Re-Distributed Manufacturing

Chris Turner et al.

SUSTAINABILITY (2019)

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Review Green & Sustainable Science & Technology

A review of emerging industry 4.0 technologies in remanufacturing

Mairi Kerin et al.

JOURNAL OF CLEANER PRODUCTION (2019)

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Article Green & Sustainable Science & Technology

Circular Strategies Enabled by the Internet of Things-A Framework and Analysis of Current Practice

Emilia Ingemarsdotter et al.

SUSTAINABILITY (2019)

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Article Green & Sustainable Science & Technology

Overcoming the Main Barriers of Circular Economy Implementation through a New Visualization Tool for Circular Business Models

Augusto Bianchini et al.

SUSTAINABILITY (2019)

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Review Behavioral Sciences

Determinants of organic food consumption. A systematic literature review on motives and barriers

Shiksha Kushwah et al.

APPETITE (2019)

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Article Green & Sustainable Science & Technology

Barriers to smart waste management for a circular economy in China

Abraham Zhang et al.

JOURNAL OF CLEANER PRODUCTION (2019)

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Editorial Material Green & Sustainable Science & Technology

Reviewing Literature on Digitalization, Business Model Innovation, and Sustainable Industry: Past Achievements and Future Promises

Vinit Parida et al.

SUSTAINABILITY (2019)

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Article Engineering, Industrial

Exploring Industry 4.0 technologies to enable circular economy practices in a manufacturing context A business model proposal

Daniel Luiz Mattos Nascimento et al.

JOURNAL OF MANUFACTURING TECHNOLOGY MANAGEMENT (2019)

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Article Business

Orchestrating industrial ecosystem in circular economy: A two-stage transformation model for large manufacturing companies

Vinit Parida et al.

JOURNAL OF BUSINESS RESEARCH (2019)

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Article Business

Circular Business Model Transformation: A Roadmap for Incumbent Firms

Johan Frishammar et al.

CALIFORNIA MANAGEMENT REVIEW (2019)

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Article Business

Unlocking the circular economy through new business models based on large-scale data: An integrative framework and research agenda

Charbel Jose Chiappetta Jabbour et al.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2019)

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Article Business

Circular economy and big data analytics: A stakeholder perspective

Shivam Gupta et al.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE (2019)

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Article Information Science & Library Science

Connecting circular economy and industry 4.0

Shubhangini Rajput et al.

INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT (2019)

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Proceedings Paper Engineering, Industrial

Product Service System-based Municipal Solid Waste circular management platform in Campania Region (Italy): a preliminary analysis

Marco Casazza et al.

11TH CIRP CONFERENCE ON INDUSTRIAL PRODUCT-SERVICE SYSTEMS (2019)

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Proceedings Paper Green & Sustainable Science & Technology

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