Scientific publications from CIRCit
Journal and conference articles
2021
Towards a business analytics capability for the circular economy
Eivind Kristoffersen, Mikalef, P., Blomsma, F., Li, J. (2021). Towards a business analytics capability for the circular economy. Technological Forecasting and Social Change. Original version: https://doi.org/10.1016/j.techfore.2021.120957 (Open Access) 
The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance
Eivind Kristoffersen, Mikalef, P., Blomsma, F., Li, J. (2021). The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance. International Journal of Production Economics. Original version: https://doi.org/10.1016/j.ijpe.2021.108205 (Open Access)
Sensor Failure Identification in Industrial Big Data
Li, Z., Dahling, C.G., Li, J., Xu, X. (2021) Sensor Failure Identification in Industrial Big Data. Proceedings of the 7th International Conference on Condition Monitoring of Machinery in Non-Stationary Operations. Original version: Download here
An expert system for circular economy business modelling: advising manufacturing companies in decoupling value creation from resource consumption
Pieroni, M. P. P., McAloone, T. C., Borgianni, Y., Maccioni, L., & Pigosso, D. C. A. (2021). An expert system for circular economy business modelling: advising manufacturing companies in decoupling value creation from resource consumption. Sustainable Production and Consumption. Original version: https://doi.org/10.1016/j.spc.2021.01.023
2020
Circular business models: A review
Geissdoerfer, M., Pieroni, M. P. P., Pigosso, D. C. A. & Soufani, K. (2020). Circular business models: A review. Journal of Cleaner Production, [123741]. Original version: https://doi.org/10.1016/j.jclepro.2020.123741
To what extent do circular economy indicators capture sustainability?
Kravchenko, M., McAloone, T. C., & Pigosso, D. C. A. (2020). To what extent do circular economy indicators capture sustainability?. Procedia CIRP, 90, 31-36. Original version: https://doi.org/10.1016/j.procir.2020.02.118
A Trade-Off Navigation Framework as a Decision Support for Conflicting Sustainability Indicators within Circular Economy Implementation in the Manufacturing Industry
Kravchenko, M., Pigosso, D.C.A., McAloone, T.C. (2020). A Trade-Off Navigation Framework as a Decision Support for Conflicting Sustainability Indicators within Circular Economy Implementation in the Manufacturing Industry. Sustainability. Original version: https://doi.org/10.3390/su13010314 (Open access)
Circularity Evaluation of Alternative Concepts During Early Product Design and Development
Kamp Albæk, J., Shahbazi, S., McAloone, T.C., Pigosso, D.C.A. (2020). Circularity Evaluation of Alternative Concepts During Early Product Design and Development. Sustainability. Original version: https://doi.org/10.3390/su12229353 (Open access)
Circular Economy business model innovation: sectorial patterns within manufacturing companies
Pieroni, M. P. P., McAloone, T. C., & Pigosso, D. C. A. (2020). Circular Economy business model innovation: sectorial patterns within manufacturing companies. Journal of Cleaner Production, [124921]. Original version: https://doi.org/10.1016/j.jclepro.2020.124921
The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies
Kristoffersen, E., Blomsma, F., Mikalef, P., Li, J. (2020). The smart circular economy : A digital-enabled circular strategies framework for manufacturing companies. Journal of Business Research 120, 241-261. Original version: https://doi.org/10.1016/j.jbusres.2020.07.044 (Open access)
Developing a Tool to Support Decisions in Sustainability-related Trade-off Situations: Understanding Needs and Criteria
Kravchenko, M., Pigosso, D., & McAloone, T. (2020). DEVELOPING A TOOL TO SUPPORT DECISIONS IN SUSTAINABILITY-RELATED TRADE-OFF SITUATIONS: UNDERSTANDING NEEDS AND CRITERIA. Proceedings of the Design Society: DESIGN Conference, 1, 265-274. Original version: https://doi.org/10.1017/dsd.2020.137 (Open access)
Defining the Requirements for a Tool to Support Circular Economy Business Model Innovation within Manufacturing Companies
Pieroni, M.P.P., McAloone, T.C. and Pigosso, D.C.A. (2020), “Defining the Requirements for a Tool to Support Circular Economy Business Model Innovation within Manufacturing Companies,” in Proceedings of the Design Society: DESIGN Conference, Cambridge University Press, Vol. 1, pp. 2119-2128. Original version: https://doi.org/10.1017/dsd.2020.28 (Open access)CORRECTION: An incorrect title for the aforementioned article was published. Though the title of the manuscript reads as “Business Model Innovation for Circular Economy: Integrating Litterature and Practice into a Process Model”, the correct title and reference is: “Defining the Requirements for a Tool to Support Circular Economy Business Model Innovation within Manufacturing Companies”.
From theory to practice: systematising and testing business model archetypes for circular economy
Pieroni, M. P. P., McAloone, T. C., & Pigosso, D. C. A. (2020). From theory to practice: systematising and testing business model archetypes for circular economy. Resources, Conservation and Recycling, 162, 105029. Original version: https://doi.org/10.1016/j.resconrec.2020.105029
Design Guidelines to Develop Circular Products: Action Research on Nordic Industry
Shahbazi, S., Jönbrink, A.K. (2020) Design Guidelines to Develop Circular Products: Action Research on Nordic Industry. Sustainability. Original version: https://doi.org/10.3390/su12093679 (Open access)
A Procedure to Support Systematic Selection of Leading Indicators for Sustainability Performance Measurement of Circular Economy Initiatives
Kravchenko, M., Pigosso, D. C. A., & McAloone, T. C. .A. (2020) Procedure to Support Systematic Selection of Leading Indicators for Sustainability Performance Measurement of Circular Economy Initiatives. Sustainability. Original version: https://doi.org/10.1016/j.jclepro.2019.118318 (Open access)
Knowledge Discovery and Anomaly Identification for Low Correlation Industry Data
Li Z., Li J. (2020) Knowledge Discovery and Anomaly Identification for Low Correlation Industry Data. In: Wang Y., Martinsen K., Yu T., Wang K. (eds) Advanced Manufacturing and Automation IX. IWAMA 2019. Lecture Notes in Electrical Engineering, vol 634. Springer, Singapore. Original version: https://doi.org/10.1007/978-981-15-2341-0_24 (Open access)
Smart Maintenance in Asset Management – Application with Deep Learning.
Rødseth H., Eleftheriadis R.J., Li Z., Li J. (2020) Smart Maintenance in Asset Management – Application with Deep Learning. In: Wang Y., Martinsen K., Yu T., Wang K. (eds) Advanced Manufacturing and Automation IX. IWAMA 2019. Lecture Notes in Electrical Engineering, vol 634. Springer, Singapore. Original version: https://doi.org/10.1007/978-981-15-2341-0_76 (Open access)
2019
Stay in the loop: the role of indicators in supporting decisions for circular economy strategies aiming at extending products life
Kravchenko M., McAloone, T. C., & Pigosso, D. C. A. (2019).Stay in the loop: the role of indicators in supporting decisions for circular economy strategies aiming at extending products life. In Proceedings of the 19th European Roundtable for Sustainable Consumption and Production: Circular Europe for Sustainability: Design, Production and Consumption (Vol. I, pp. 406-422). Institute for Sustainability Science and Technology. Original version: Click here
Towards the Ex-ante Sustainability Screening of Circular Economy Initiatives in Manufacturing Companies: Consolidation of Leading Sustainability-related Performance Indicators
Kravchenko, M., Pigosso, D. C. A., & McAloone, T. C. (2019). Towards the ex-ante sustainability screening of circular economy initiatives in manufacturing companies: Consolidation of leading sustainability-related performance indicators. Journal of Cleaner Production. Original version: https://doi.org/10.1016/j.jclepro.2019.118318 Pre-print version: Click here
Developing a Circular Strategies Framework for Manufacturing Companies to Support Circular Economy-oriented Innovation
Blomsma, F., Pieroni, M., Kravchenko, M., Pigosso, D., Hildenbrand, J., Kristinsdottir, A. R., Kristoffersen, E., Shahbazi, S., Nielsen, K. D., Jönbrink, A-K., Li, J., Wiik, C., McAloone, T. C. (2019). Developing a circular strategies framework for manufacturing companies to support circular economy-oriented innovation. Journal of Cleaner Production, [118271]. Original version: https://doi.org/10.1016/j.jclepro.2019.118271 Pre-print version: Click here
Exploring the Relationship Between Data Science and Circular Economy: An Enhanced CRISP-DM Process Model
Kristoffersen, E., Aremu, O. O., Blomsma, F., Mikalef, P., & Li, J. (2019). Exploring the Relationship Between Data Science and Circular Economy: An Enhanced {CRISP-DM} Process Model. In I. O. Pappas, P. Mikalef, Y. K. Dwivedi, L. Jaccheri, J. Krogstie, & M. Mäntymäki (Eds.), Digital Transformation for a Sustainable Society in the 21st Century – 18th {IFIP} {WG} 6.11 Conference on e-Business, e-Services, and e-Society, {I3E} 2019, Trondheim, Norway, September 18-20, 2019, Proceedings(Vol. 11701, pp. 177–189). Springer. Original version: https://doi.org/10.1007/978-3-030-29374-1_15 (Open access)
Business Model Innovation for Circular Economy: Integrating Literature and Practice Into a Conceptual Process Model.
de Pádua Pieroni, M., McAloone, T., & Pigosso, D. (2019). Business model innovation for circular economy: integrating literature and practice into a conceptual process model. In S. Wartzack, & B. Schleich (Eds.), Proceedings of the Design Society: 22nd International Conference on Engineering Design (ICED19) (pp. 2517-2526). Design Society. Proceedings of the International Conference on Engineering Design, No. DS94 Original version: https://doi.org/10.1017/dsi.2019.258 (Open access)
A Theoretical Foundation for Developing a Prescriptive Method for the Co-Design of Circular Economy Value Chains.
Blomsma, F., Pigosso, D., & McAloone, T. (2019). A Theoretical Foundation for Developing a Prescriptive Method for the Co-Design of Circular Economy Value Chains. Proceedings of the Design Society: 22nd International Conference on Engineering Design (ICED19),1(1), (pp. 3141-3150) . Design Society. Original version: https://doi.org/10.1017/dsi.2019.321
Configuring New Business Models for Circular Economy: From Patterns and Design Options to Action.
Pieroni, M. P. P., McAloone, T. C., & Pigosso, D. C. A. (2019). Configuring new business models for circular economy: from patterns and design options to action. In F. Lüdeke-Freund, & T. Froese (Eds.), Proceedings of the 4th International Conference on New Business Models: New Business Models for Sustainable Entrepreneurship, Innovation, and Transformation (pp. 74-89). Europe Business School . Original version: Click here (Open access)
Configuring New Business Models for Circular Economy through Product–Service Systems
Pieroni, M. P. P., McAloone, T. C., & Pigosso, D. C. A. (2019). Configuring New Business Models for Circular Economy through Product–Service Systems. Sustainability, 11(13), [3727]. Original version: https://doi.org/10.3390/su11133727 (Open access)
Business Model Innovation for Circular Economy and Sustainability: A Review of Approaches
Pieroni, M. P., McAloone, T., & Pigosso, D. A. C. (2019). Business model innovation for circular economy and sustainability: A review of approaches. Journal of Cleaner Production, 215, 198-216 . https://doi.org/10.1016/j.jclepro.2019.01.036 Original version: https://doi.org/10.1017/dsi.2019.258
A Deep Learning Approach for Anomaly Detection Based on SAE and LSTM in Mechanical Equipment
Li, Z., Li, J., Wang, Y., & Wang, K. (2019). A deep learning approach for anomaly detection based on SAE and LSTM in mechanical equipment. The International Journal of Advanced Manufacturing Technology, 103(1), 499–510. Original version: https://doi.org/10.1007/s00170-019-03557-w (Open access)
Implications of Developing a Tool for Sustainability Screening of Circular Economy Initiatives
Kravchenko, M., McAloone, T. C., & Pigosso, D. C. A. (2019). Implications of developing a tool for sustainability screening of circular economy initiatives. Procedia CIRP, 80, 625-630. Original version: https://doi.org/10.1016/j.procir.2019.01.044 (Open access)
2018
HDPS-BPSO Based Predictive Maintenance Scheduling for Backlash Error Compensation in a Machining Center
Li, Z., Wang, Y., Wang, K. S., Li, J. Y. (2018). HDPS-BPSO Based Predictive Maintenance Scheduling for Backlash error Compensation in a Machining Center. Part of the Lecture Notes in Electrical Engineering 2019; Volum 484. s. 71-77. NTNU – Norges Teknisk-Naturvitenskapelige Universitet. Original version: https://doi.org/10.1007/978-981-13-2375-1_11 (Open access)
From Waste Management to Stock and Flow Management: Implementing Closing the Loop Strategies in The Nordic Countries.
Hildenbrand, J. (2018). From Waste Management to Stock and Flow Management: Implementing Closing the Loop Strategies in The Nordic Countries. Presented at the 7th International Symposium and Environmental, CARE Innovation. November 26 – 29, 2018 Vienna, Austria. Original version: Click here (Open access)
Product Circularity Indicator using Cumulative Energy Demand
Westerlund, N., Shahbazi, S., Kristinsdottir, A., Hildenbrand, J. (2018). Product circularity indicator using cumulative energy demand. Presented at The Going Green – CARE INNOVATION 2018 conference which took place in Vienna from November 26-29 2018. (Part of CIRCit). Original version: Click here
Enabling Circular Strategies with Different Types of Product/Service-Systems.
de Pádua Pieroni, M., Blomsma, F., McAloone, T. C., & Pigosso, D. C. A. (2018). Enabling circular strategies with different types of product/service-systems. Procedia CIRP, 73, 179-184. Original version: https://doi.org/10.1016/j.procir.2018.03.327 (Open access)
Exploring the Synergistic Relationships of Circular Business Model Development and Product Design.
Pieroni, M., Pigosso, D., & McAloone, T. (2018). Exploring the Synergistic Relationships of Circular Business Model Development and Product Design. In D. Marjanović , M. Štorga , S. Škec , N. Bojčetić , & N. Pavković (Eds.), Proceedings of the DESIGN 2018 15th International Design Conference (pp. 347-358). Design Society. Original version: https://doi.org/10.21278/idc.2018.0202 (Open access)
Sustainable Qualifying Criteria for Designing Circular Business Models.
de Pádua Pieroni, M., Pigosso, D. C. A., & McAloone, T. C. (2018). Sustainable Qualifying Criteria for Designing Circular Business Models. Procedia CIRP, 69, 799-804. Original version: https://doi.org/10.1016/j.procir.2017.11.014 (Open access)
Design for green lean building module production – Case study
Kurdve, M., Hildenbrand, J., & Jönsson, C. (2018). Design for green lean building module production – Case study. Procedia Manufacturing, 25, 594–601. Original version: https://doi.org/https://doi.org/10.1016/j.promfg.2018.06.096 (Open access)
Exploring Circular Strategy Combinations – towards Understanding the Role of PSS
Blomsma, F., Kjær, L. L., Pigosso, D. C. A., McAloone, T. C., & Lloyd, S. (2018). Exploring Circular Strategy Combinations – towards Understanding the Role of PSS. Procedia CIRP, 69, 752-757. Original version: https://doi.org/10.1016/j.procir.2017.11.129 (Open access)