publications
books
Sinha, A., Bernardes, E., Calderon, R., & Wuest, T. (2020). Digital Supply Networks: Transform Your Supply Chain and Gain Competitive Advantage with Disruptive Technology and Reimagined Processes. McGraw-Hill Education link (McGraw) link (Amazon) (audiobook)
Harik, R. & Wuest, T. (2019). Introduction to Advanced Manufacturing. SAE International. ISBN: 978-0-7680-9327-8 link
Wuest, T. (2015). Identifying product and process state drivers in manufacturing systems using supervised machine learning. New York, Heidelberg: Springer Verlag. DOI: 10.1007/978-3-319-17611-6 link SpringerLink (pre-print version)
edited books/volumes
Procedia CIRP, Vol 103 (Editors: Medini, K. & Wuest, T.): 9th CIRP Global Web Conference – Sustainable, resilient, and agile manufacturing and service operations : Lessons from COVID-19
refereed journal articles
Farahani*, M., El Kalach, F., Harper*, A., McChormick*, M., Harik, R., & Wuest+, T. (2024). Time-Series Forecasting in Smart Manufacturing Systems: An Experimental Evaluation of State-of-the-Art Machine Learning Algorithms. Robotics and Computer-Integrated Manufacturing (RCIM), xxx, xxxx DOI xxxx. (IMPACT FACTOR 2022: 10.1) (submitted/under review)
Parhi, S., Joshi, K., Wuest+, T., & Milind Akarte (2024). Modelling resilience dynamics for smart manufacturing systems: Quantification and Empirical analysis. International Journal of Computer Integrated Manufacturing (IJCIM), xxx, xxx DOI 10.1080/0951192X.2024.2438934. (IMPACT FACTOR 2023: 3.7) link
McChormick* & Wuest+, T. (2024). Real-Time Manufacturing Datasets: An Event Sourcing Approach. Robotics and Computer-Integrated Manufacturing (RCIM), xxx, xxx DOI xxx. (IMPACT FACTOR 2024: 9.1) (under review) preprint
Wuest+, T. (2024). Hybrid Analytics in Smart Manufacturing Systems – Addressing the Manufacturing Data Challenge. SSMS, 8(1), 110-118. DOI 10.1520/SSMS20230015 (IMPACT FACTOR 2023: 0.8) (open access) link
McChormick*, M., Shafae, M.., & Wuest+, T. (2024). Machine Tool Interoperability in Smart Manufacturing and Industry 4.0: A Case Study. tbd, xx, xx-xx. DOI xxx. (under review) (preprint link)
Schneider, D., Harper*, A., Hasan, R., Islam, F., Khan, P., Schneider, D., Schulz, J., Woerle, M., Zaeh, M., & Wuest, T. (2024). Unifying Sustainable Manufacturing Research: Integrating Academic, Industrial, and Regulatory Perspectives on Energy, Circularity, and Transparency and Risk. tbd, xx(xx), xx-xx. (under review)
Estrada, J., Rondero, C., Romero, D., Pinto, R., & Wuest, T. (2024). Suppliers 4.0 Digital Capabilities Development in Support of Digital Supply Chains: A Scoping Review. International Journal of Logistics Research and Applications, xx(xx), xx-xx. DOI 10.1080/13675567.2024.2391397. (IMPACT FACTOR 2023: 4.5) (accepted) link
Hasan, R., Khan, M., & Wuest+, T. (2024). Towards Industry 5.0: A Systematic Literature Review on Sustainable and Green Composite Materials Supply Chains. tbd, xx(xx), xx-xx. (under review)
El Kalach, F., Yousif, I., Wuest, T., Sheth, A., & Harik, R. (2024). Cognitive Manufacturing: Definition and Current Trends. Journal of Intelligent Manufacturing, xx(xx), xx-xx. DOI 10.1007/s10845-024-02429-9 (open access) link
Roy*, S., Ahmed, I., Saldanha, J., Medini, K., & Wuest+, T. (2024). Bottleneck Management through Strategic Sequencing in Smart Manufacturing Systems. SSMS, 8(1), 59-82. DOI 10.1520/SSMS20230036 (IMPACT FACTOR 2022: 1.0) link
Farahani*, M., McChormick*, M., Harik, R., & Wuest+, T. (2024). Time-Series Classification in Smart Manufacturing Systems: An Experimental Evaluation of State-of-the-Art Machine Learning Algorithms. Robotics and Computer-Integrated Manufacturing (RCIM), 91, 102839 DOI 10.1016/j.rcim.2024.102839. (IMPACT FACTOR 2022: 10.1) (link)
Gonzalez Santacruz, E., Romero, D., Noguez, J., & Wuest, T. (2024). An Integrated Quality 4.0 Framework for Quality Improvement Based on Six Sigma and Machine Learning Techniques Towards Zero-Defect Manufacturing. The TQM Journal, xx, xx-xx. DOI 10.1108/TQM-11-2023-0361. link
Mittal, S., Menon, K., Khan, M., Kärkkäinen, H., Wuest, T., & Uuskoski, M. (2024). Designing Outcome-based Contracts for Machine Manufacturers: A Review and Proposal for Conceptual Model. Journal of Business Models, xx, xx-xx. DOI xxx. (accepted / in-print)
Farahani*, M., Kalach, F., Harik, R., & Wuest+, T. (2024). High-resolution time-series classification in smart manufacturing systems. Manufacturing Letters, 41, 1170-1181. DOI 10.1016/j.mfglet.2024.09.143 (IMPACT FACTOR 2022: 3.9) (open-access) link
Kasilingam*, S., Yang, R., Singh, S.K., Farahani*, M., Rai, R., & Wuest+, T. (2024). Physics-Based and Data-Driven Hybrid Modeling in Manufacturing: A Review. Production & Manufacturing Research, 12(1), 2305358. DOI 10.1080/21693277.2024.2305358. (IMPACT FACTOR 2022: 4.2) (open-access) link
Dolly*, M., Nimbarte, A., & Wuest+, T. (2024). The Effects of Gamification for Manufacturing (GfM) on Workers and Production in Industrial Assembly. Robotics and Computer-Integrated Manufacturing (RCIM), 88, 102722. DOI 10.1016/j.rcim.2024.102722. (IMPACT FACTOR 2022: 10.1) (50 free copies) link
Billey*, A. & Wuest+, T. (2024). Energy Digital Twins in Smart Manufacturing Systems: A Case Study. Robotics and Computer-Integrated Manufacturing (RCIM), 88, 102729. DOI 10.1016/j.rcim.2024.102729. (IMPACT FACTOR 2022: 10.1) (50 free copies) link
Rahman*, M., Farahani*, M., & Wuest+, T. (2023). Multivariate Time-Series Classification of Critical Events from Industrial Drying Hopper Operations: A Deep Learning Approach. Journal of Manufacturing and Materials Processing, 7(5), 164. DOI 10.3390/jmmp7050164. (IMPACT FACTOR 2022: 3.2) (open-access) link
Wang, B., Zhou, H., Li, X., Yang, G., Zheng, P., Song, C., Yuan, Y., Wuest, T., Yang, H., & Wang, L. (2023). Human digital twin in the context of Industry 5.0. Robotics and Computer-Integrated Manufacturing, 85, 102626. DOI 10.1016/j.rcim.2023.102626. (IMPACT FACTOR 2022: 10.1) link
Farahani^*, M., McChormick^*, M., Gianinny*, R., Hudacheck*, F., Harik, R., Liu, Z., & Wuest+, T. (2023). Time-Series Pattern Recognition in Smart Manufacturing Systems: A Literature Review and Ontology. Journal of Manufacturing Systems, 69, 208-241. DOI 10.1016/j.jmsy.2023.05.025. (IMPACT FACTOR 2022: 12.1). (^ indicates shared first authors) - (open access) link
Rahman, M.H., Wuest, T., Shafae, M. (2023). Manufacturing Cybersecurity Threat Attributes and Countermeasures: Review, Meta- Taxonomy, and Use Cases of Cyberattack Taxonomies. Journal of Manufacturing Systems, 68, 196-208. DOI 10.1016/j.jmsy.2023.03.009. (IMPACT FACTOR 2022: 12.1) preprint // link
Peillon, S., Medini, K., & Wuest, T. (2023). Building win-win value networks for product-service systems’ delivery. International Journal of Manufacturing Technology and Management, 37(5-6), 619-637. DOI 10.1504/IJMTM.2023.10057888. - (open access) link
Billey*, A. & Wuest+, T. (2023). Energy Digital Twins in Smart Manufacturing Systems. Manufacturing Letters, 35, 1318-1325. DOI 10.1016/j.mfglet.2023.08.047 (IMPACT FACTOR 2022: 3.9) (shortlisted as a candidate for Student Research Presentation (SRP) competition at NAMRC 51) link
Era, I., Farahani*, M., Wuest, T., & Liu, Z. (2023). Machine Learning in Directed Energy Deposition (DED) Additive Manufacturing: A State-of-the-art Review. Manufacturing Letters, 35, 689-700. DOI 10.1016/j.mfglet.2023.08.079 (IMPACT FACTOR 2022: 3.9) (open access) link
Xia, K., Wuest, T., & Harik, R. (2023). Automated Manufacturability Analysis in Smart Manufacturing Systems: A signature mapping method for product-centered digital twins. Journal of Intelligent Manufacturing, 34, 3069-3090. DOI 10.1007/s10845-022-01991-4. (IMPACT FACTOR 2022: 8.3) link
Keepers*, M., Nesbit*, I., Romero, D., & Wuest+, T. (2022). Current State of Research and Outlook of Gamification for Manufacturing. Journal of Manufacturing Systems, 64(2022), 303-315. DOI 10.1016/j.jmsy.2022.07.001. (IMPACT FACTOR 2022: 12.1). (Honorable Mention in 2023 WVU Award for Outstanding Publication by an Undergraduate Researcher) link
Leng, J., Sha, W., Wang, B., Zheng, P., Zhuang, C., Liu, Q., Wuest, T., Mourtzis, D., & Wang, L. (2022). Industry 5.0: Prospect and retrospect. Journal of Manufacturing Systems, 65, 279-295. DOI 10.1016/j.jmsy.2022.09.017. (IMPACT FACTOR 2022: 12.1) link
Babic*, M., Billey*, A., Nager, M., & Wuest+, T. (2022). Status Quo of Smart Manufacturing Curricula offered by ABET accredited Industrial Engineering programs in the US. Manufacturing Letters, 33, 944-951. DOI 10.1016/j.mfglet.2022.07.115. (IMPACT FACTOR 2022: 3.9) link
Parhi, S., Joshi, K., Wuest+, T., & Akarte, M., (2022). Factors Affecting Industry 4.0 Adoption - A Hybrid SEM-ANN Approach. Computers & Industrial Engineering, 168, 108062. DOI 10.1016/j.cie.2022.108062. (IMPACT FACTOR 2022: 7.9) link
Medini, K., Rodriguez, R., & Wuest, T. (2022). A DMAIC framework to improve quality and sustainability in Additive Manufacturing – a case study. Sustainability, 14(1), 581. DOI 10.3390/su14010581. (IMPACT FACTOR 2021: 3.889) (open access) link
Lenz, J., MacDonald, E., Harik, R., & Wuest+, T. (2022). Self-sensing Smart Products in Smart Manufacturing Systems. Manufacturing Letters, 34, 25-28. DOI 10.1016/j.mfglet.2022.08.014. (IMPACT FACTOR 2022: 3.9) link
Khan*, M., Stoll, O., West, S., & Wuest+, T. (2024). Equipment Upgrade Service Provision in the context of Servitization: Drivers, Capabilities, and Resources. Production Planning & Control, 35(2), 187-205. DOI 10.1080/09537287.2022.2063199. (IMPACT FACTOR 2022: 8.3) link
Al-Shebeeb, O., Gopalakrishnan, B., Currie, K., Wuest, T., & Hamrick, T. (2023). Analysis of the Synergistic Integration of DFMT with CAPP and MP in Metal Parts Manufacturing based on Cost Analysis and Systematic Algorithm. International Journal of Manufacturing Research, 18(1), 75-99. DOI: 10.1504/IJMR.2023.10041623 link
Medini, K., Romero, D., & Wuest, T. (2021). Designing a multi-agent system to support multi-variant production ramp-up decisions. Smart and Sustainable Manufacturing Systems, 5(1), 129-147. DOI 10.1520/SSMS20200082 (IMPACT FACTOR 2022: 1.0) (open access) link
Romero, D., Wuest, T., Keepers*, M., Cavuoto, L., & Megahed, F. (2021). Smart Wearable and Collaborative Technologies for the Operator 4.0 in the Present and Post-COVID Digital Manufacturing Worlds. Smart and Sustainable Manufacturing Systems, 5(1), 149-166. DOI 10.1520/SSMS20200084 (IMPACT FACTOR 2022: 1.0) (open access) link
Gaiardelli, P.; Pezzotta, G.; Rondini, A.; Romero, D.; Jarrahi, F.; Bertoni, M.; Wiesner, S.; Wuest, T.; Larsson, T.; Zaki, M.; Jussen, P.; Boucher, X.; Ziaee Bigdeli, A.; Cavalieri, S. (2021). Product-Service Systems Evolution in the Era of Industry 4.0. Service Business, An International Journal,15, 177-207. DOI 10.1007/s11628-021-00438-9 (IMPACT FACTOR 2021: 5.236) (open access) link
Liebrecht*, C., Lang, M., Schaumann, S., Stricker, N., Wuest, T. & Lanza, G. (2021). Decision support for the implementation of Industry 4.0 methods - Toolbox, Assessment and Implementation Sequences for Industry 4.0. Journal of Manufacturing Systems, 58, 412-430. DOI 10.1016/j.jmsy.2020.12.008. (IMPACT FACTOR 2022: 12.1) link
Wuest+, T., Romero, D., Cavuoto, L., & Megahed, F. (2020). Empowering the Workforce in Post-COVID Smart Manufacturing Systems. Smart and Sustainable Manufacturing Systems, 4(3), 281-285. DOI 10.1520/SSMS20200043. (IMPACT FACTOR 2022: 1.0) (open-access) link
Kapp*, V., May, M., Lanza, G., & Wuest+, T. (2020). Pattern Recognition in Multivariate Time Series: Towards an Automated Event Detection Method for Smart Manufacturing Systems. Journal of Manufacturing and Materials Processing, 4(3), 88. DOI 10.3390/jmmp4030088. (IMPACT FACTOR 2022: 3.2) (open-access) Editor's Choice Article & Selected as journal's 'Title Story' highlighted on the main page) link
Lenz*, J., MacDonald, E., Harik, R., & Wuest+, T. (2020). Optimizing Smart Manufacturing Systems by extending the Smart Products Paradigm to the Beginning of Life. Journal of Manufacturing Systems, 57(2020), 274-286. DOI 10.1016/j.jmsy.2020.10.001 (IMPACT FACTOR 2022: 12.1) link
Lenz*, J., Swerdlow, S., Landers, A., Shaffer, R., Geller, A., Wuest+, T. (2020). Smart Services for Polymer Processing Auxiliary Equipment. Smart and Sustainable Manufacturing Systems, 4(1), 103-120. DOI 10.1520/SSMS20200032. (IMPACT FACTOR 2022: 1.0) (open-access) link
Mittal*, S., Khan*, M., Purohit, K., Menon*, K., Romero, D., Wuest+, T. (2020). A Smart Manufacturing Adoption Framework for SMEs. International Journal of Production Research, 58(5), 1555-1573. DOI 10.1080/00207543.2019.1661540 (IMPACT FACTOR 2020: 8.568) link
Bokrantz, J., Skoogh, A., Berlin, C., Wuest, T. & Stahre, J. (2019). Smart Maintenance: an empirically grounded conceptualization. International Journal of Production Economics, 223(2020), 107534. DOI 10.1016/j.jipe.2019.107534 (IMPACT FACTOR 2020: 7.885) (open-access) link
Bokrantz, J., Skoogh, A., Berlin, C., Wuest, T. & Stahre, J. (2019). Smart Maintenance: a research agenda for industrial maintenance management. International Journal of Production Economics, 224(2020), 107547. DOI 10.1016/j.ijpe.2019.107547 (IMPACT FACTOR 2020: 7.885) (open-access) link
Khan*, M., West, S. & Wuest+, T. (2020). Midlife upgrade of capital equipment: A servitization-enabled, value-adding alternative to traditional equipment replacement strategies. CIRP Journal of Manufacturing Science and Technology, 29(2020), 232-244. DOI 10.1016/j.cirpj.2019.09.001 (IMPACT FACTOR 2020: 3.602) link
Liu, Ang, Tao, I., Tan, K., Chen, D., Lu, S.-Y., Wuest, T., Zhang, Z. & Tao, F. (2019). Biologically Inspired Design of Context-aware and Network-aware Smart Products. Engineering, 5(4), 637-645. DOI 10.1016/j.eng.2019.06.005 (IMPACT FACTOR 2020: 7.553) (open-access) link
Smith, N., Nimbarte, A., Gopalakrishnan, B. & Wuest, T. (2019). Real-time Energy Visualization System for Light Commercial Businesses. Sustainable Energy Technologies and Assessments, 34(2019), 68-76. DOI 10.1016/j.seta.2019.04.005. (IMPACT FACTOR 2020: 5.353) link
Menon*, K., Kärkkäinen, H. & Wuest, T. (2020). Industrial Internet Platform provider and end-user perceptions of platform openness impacts. Industry and Innovation, 27(4), 363-389. DOI 10.1080/13662716.2019.1673150. (IMPACT FACTOR 2020: 3.424) link
Mittal*, S., Khan*, M., Romero, D. & Wuest+, T. (2018). A Critical Review of Smart Manufacturing & Industry 4.0 Maturity Models: Implications for Small and Medium-sized Enterprises (SMEs). Journal of Manufacturing Systems, 49(2018), 194-214. DOI 10.1016/j.jmsy.2018.10.005. (IMPACT FACTOR 2022: 12.1) link (Among top 3 Most Cited papers in JMSY)
Khan*, M., Mittal*, S., West, S. & Wuest+, T. (2018). Review on upgradability - a product lifetime extension strategy in the context of Product Service Systems. Journal of Cleaner Production, 204(2018), 1154-1168. DOI 10.1016/j.jclepro.2018.08.329 (IMPACT FACTOR 2020: 9.297) link
Jones, A., Romero, D. & Wuest, T. (2018). Modeling Agents as Joint Cognitive Systems in Smart Manufacturing Systems. Manufacturing Letters, 17(August), 6-8. DOI 10.1016/j.mfglet.2018.06.002. (IMPACT FACTOR 2022: 3.9) link
Lenz*, J., Wuest+, T. & Westkaemper, E. (2018). Holistic Approach to Machine Tool Data Analytics. Journal of Manufacturing Systems, 48(2018), 180-191. DOI 10.1016/j.jmsy.2018.03.003. (IMPACT FACTOR 2022: 12.1) link
Wei, W., Liang, H., Wuest, T. & Liu, A. (2018). A new module partition method based on the criterion and noise functions of robust design. International Journal of Advanced Manufacturing Technology, 94(9-12), 3275-3285. DOI 10.1007/s00170-016-9797-4 (IMPACT FACTOR 2019: 2.633) link
Huang, Q., Bauer, C., Stolin, A., Wuest, T., Melroy, S., Majewski, S., Brefczynski-Lewis, J. & Kundu, B. (2018). Dynamic FDG brain PET imaging using Helmet_PET: Model corrected blood input function to compute FDG uptake rate during an ambulatory upright task. Journal of Nuclear Medicine, 59(supplement 1), 427. (IMPACT FACTOR 2017: 7.439) link
Wuest+, T., Schmidt*, T., Wei, W. & Romero, D. (2018). Towards (pro-)active intelligent products. International Journal of Product Lifecycle Management, 11(2), 154-189. DOI 10.1504/IJPLM.2018.092829. link
Kalverkamp, M., Pehlken, A. & Wuest, T. (2017). Cascade Use and the Management of Product Lifecycles. Sustainability, 9(9), 1540. DOI 10.3390/su9091540. (IMPACT FACTOR 2019: 2.576) link (open-access) Selected as Cover Story (Issue 9 Vol 9) out of 176 papers link
Menon*, K., Kärkkäinen, H., Wuest, T. & Gupta, J. (2019). Industrial Internet Platforms: A PLM Perspective. Part B: Journal of Engineering Manufacture, 233(5), 1390-1401, 1-20. DOI 10.1177/0954405418760651. (IMPACT FACTOR 2020: 2.610) link
Mittal*, S., Kahn*, M., Romero, D. & Wuest+, T. (2019). Smart Manufacturing: Characteristics, Technologies and Enabling Factors. Part B: Journal of Engineering Manufacture, 233(5), 1342-1361. DOI 10.1177/0954405417736547. (IMPACT FACTOR 2020: 2.610) link (open-access)
Melroy*, S., Bauer, C., McHugh*, M., Carden*, G., Stolin, A., Majewski, S., Brefczynski-Lewis, J. & Wuest+, T. (2017). Development and Design of Next-Generation Head-Mounted Ambulatory Microdose Positron-Emission Tomography (AM-PET) System. Sensors, 17(5), 1164. DOI 10.3390/s17051164. (IMPACT FACTOR 2016: 2.677) link (open-access)
Thoben, K.-D., Wiesner, S. & Wuest, T. (2017). “Industrie 4.0” and Smart Manufacturing – A Review of Research Issues and Application Examples. International Journal of Automation Technology, 11(1), 4-19. DOI 10.20965/ijat.2017.p0004 link (open-access) (2017 IJAT Best Review Paper Award)
Wellsandt, S., Nabati, E., Wuest, T., Hribernik, K. & Thoben, K.-D. (2016). A survey of product lifecycle models: Towards complex products and service offers. International Journal of Product Lifecycle Management, 9(4), 353-390. DOI 10.1504/IJPLM.2016.080985 link
Wuest+, T., Irgens, C., & Thoben, K.-D. (2016). Changing states of multi-stage process chain. Journal of Engineering, Article ID 8569694, 11 pages. DOI 10.1155/2016/8569694 (IMPACT FACTOR 2022: 2.7) link (open-access)
Wuest+, T. & Ngassa Nana, U. M. (2016). State based representation of a product's middle of life. International Journal of Product Lifecycle Management, 9(2), 108-138. DOI 10.1504/IJPLM.2016.10000599 link
Georgise, F., Wuest, T. & Thoben, K.-D. (2017). SCOR Model Application in Developing Countries: Challenges and Requirements. Production Planning and Control, 28(1), 17-32. DOI 10.1080/09537287.2016.1230790 (IMPACT FACTOR 2022: 8.3) link
Wuest+, T., Weimer, D., Irgens, C. & Thoben, K.-D. (2016). Machine Learning in Manufacturing: Advantages, Challenges and Applications. Production & Manufacturing Research, 4(1), 23-45. DOI 10.1080/21693277.2016.1192517. (IMPACT FACTOR 2022: 4.2) link (open-access) (Journal’s most cited & read paper across all issues)
Lehmhus, D., Wuest+, T., Wellsandt, S., Bosse, S., Kaihara, T., Thoben, K.-D. & Busse, M. (2015). Cloud-based Automated Design and Additive Manufacturing: A Usage Data-enabled Paradigm Shift. Sensors, 15(12), 32079-32122. DOI 10.3390/s151229905 (IMPACT FACTOR 2015: 2.437) link (open-access)
Wei, W., Liu, A., Lu, S. C.-Y. & Wuest, T. (2015). A Multi-Principle Module Identification Method for Product Platform Design. Journal of Zhejiang University SCIENCE A, 16(1), 1-10. DOI 10.1631/jzus.A1400263 (IMPACT FACTOR 2015: 0.941) link
Wuest+, T., Hribernik, K. & Thoben, K.-D. (2015). Accessing servitisation potential of PLM data by applying the product avatar concept. Production Planning and Control, 26(14-15), 1198-1218. DOI 10.1080/09537287.2015.1033494 (IMPACT FACTOR 2022: 8.3) link (pre-print version)
Zuñiga, R., Wuest, T. & Thoben, K.-D. (2015). Comparing Mining and Manufacturing Supply Chain Processes: Challenges and Requirements. Production Planning and Control, 26(2), 81-96. DOI: 10.1080/09537287.2013.855335 (IMPACT FACTOR 2022: 8.3) link (post-print version)
Wuest+, T., Irgens, C. & Thoben, K.-D. (2014). An approach to quality monitoring in manufacturing using supervised machine learning on product state data. Journal of Intelligent Manufacturing, 25(5), 1167-1180. DOI 10.1007/s10845-013-0761-y (IMPACT FACTOR 2022: 8.3) link (post-print version)
Wuest+, T., Tinscher, R., Porzel, R. & Thoben, K.-D. (2014). Experimental research data quality in materials science. International Journal of Advanced Information Technology, 6(4), 1-16. DOI 10.5121/ijait.2014.4601 link (open-access)
Wuest+, T., Dittmer, P., Veigt, M. & Thoben, K.-D. (2013). Ressourceneffiziente Fertigungssteuerung - Qualitätsbasierte Auftragszuordnung durch Produktzustandsbetrachtung [Resource efficient manufacturing control]. wt-online, 103(2), 100-103. link (post-print version)
Wuest+, T., Klein, D., Seifert, M. & Thoben, K.-D. (2012). Method to Describe Interdependencies of State Characteristics Related to Distortion. Materials Science & Engineering Technology, 43(1-2), 186-191. DOI 10.1002/mawe.201100908 (IMPACT FACTOR 2011: 0.56) link (pre-print version)
Wuest+, T. & Thoben, K.-D. (2012). Exploitation of Material Property Potentials to Reduce Rare Raw Material Waste - A Product State Based Concept for Manufacturing Process Improvement. Journal of Mining World Express (MWE), 1(1), 13-20. link (open-access)
Thoben, K.-D., Klein, D., Wuest, T. & Zoch, H.-W. (2012). Knowledge and Planning System for Distortion Engineering. Materials Science & Engineering Technology, 43(1-2), 192-198. DOI 10.1002/mawe.201100909 (IMPACT FACTOR 2011: 0.56) link (pre-print version)
Thoben, K.-D., Klein, D., Seifert, M. & Wuest, T. (2012). Approaches to describe distortion along process chains. Materials Science & Engineering Technology, 43(1-2), 178-185. DOI 10.1002/mawe.201100907 (IMPACT FACTOR 2011: 0.56) link (pre-print version)
Wuest+, T., Klein, D., Seifert, M. & Thoben, K.-D. (2011). Der Werkstückzustand im Informationsmanagement [Product state based information management]. PRODUCTIVITY Management, 2(2011), 26-28. link
book chapters
Wuest+, T., Romero, D., Khan, M., & Mittal, S. (2022). The Triple Bottom Line of Smart Manufacturing Technologies: An Economic, Environmental, and Social Perspective, pp. 311-332. In: Kurz, H., Schütz, M., Strohmaier, R., & Zilian, S. (eds) (2022). Handbook of Smart Technologies: An Economic and Social Perspective. Routledge, London. link
Kasilingam, S, & Wuest+, T. (2022). Developments of Technological Systems. In: Amit, R. et al. (eds.) (2022). Advances in Digital Manufacturing Systems: Technologies, Models, and Adoption. Springer. ISBN 981197070X, 9789811970702; DOI: 10.1007/978-981-19-7071-9_3 link
Romero, D., Von Cieminski, G., Wuest, T., Gaiardelli, P., Moon, I., Pezzotta, G., Wiesner, S., Macchi, M., Baalsrud Hauge, J., Roda, I., Powell, D., Netland, T., Kulvatunyou, S., Szirbik, N., Roser, C., Alfnes, E., & Rudberg, M. (2021). Advances in Production Management Systems: Issues, Trends, and Vision Towards 2030. In: Goedicke M., Neuhold E., Rannenberg K. (eds) Advancing Research in Information and Communication Technology. IFIP Advances in Information and Communication Technology, vol 600. Springer, Cham. DOI: 10.1007/978-3-030-81701-5_8 link
Wuest+, T. (2019). Data analytics enabled Smart Manufacturing Businesses Model Transformation - A Product-Service Systems Perspective, pp. 29-31. In: Fathi, M., Khakifirooz, M. & Pardalos, P. (eds.). (2019). Optimization in Large Scale Problems. Springer Cham. DOI: 10.1007/978-3-030-28565-4_6. link
Wuest+, T., Hribernik, K. & Thoben, K.-D. (2017). New Markets/Opportunities through Availability of Product Life Cycle Data: Technology and Applications, pp. 613-628. In: Bosse, S., Lehmhus, D., Lang, W. & Busse, M. (eds.) (2017). Material-integrated intelligent Systems. Wiley. DOI: 10.1002/9783527679249.ch25 link
refereed conference papers
Khan, P., Abbas, K., & Wuest+, T. (2024). Evaluating the Use of Blockchain-Enabled Federated Learning for Smart Manufacturing: A Bibliometric Review. APMS 2024. IFIP Advances in Information and Communication Technology (AICT), vol 732, p. 1-15. Springer, Cham. DOI 10.1007/978-3-031-71637-9_19. link
Harper*, A. & Wuest+, T. (2024). An Explorative Study of AI Applications in Composite Material Extrusion Additive Manufacturing. APMS 2024. IFIP Advances in Information and Communication Technology (AICT), vol 731, p. 233–247. Springer, Cham. DOI 10.1007/978-3-031-71633-1_17. link
Despeisse, M., Acerbi, F., Arioli, V., Childe, S., Colombo, B., Evans, S., González Chávez, C., Jones, S., Nujen, B., Pezzotta, G., Powell, D., Toller Melén, C., Yang, M., Wuest, T., & Romero, D. (2024). Updating the Research Agenda for Eco-Efficient and Circular Industrial Systems. APMS 2024 (accepted w/ minor revisions)
Ricárdez-Estrada, J., Garay-Rondero, C., Romero, D., Wuest, T., & Pinto, R. (2024). Identifying Digital Supply Chain Capabilities. Procedia Computer Science, 232, 1182-1191. DOI 10.1016/j.procs.2024.01.116. (open access) link
McCormick*, M. & Wuest+, T. (2023). Challenges for Smart Manufacturing and Industry 4.0 Research in Academia: A Case Study. APMS 2023. IFIP Advances in Information and Communication Technology (AICT), vol 690, p. 418-432. Springer, Cham. DOI 10.1007/978-3-031-43666-6_29. link
Khan*, P., Bareche, I., & Wuest, T. (2023). Towards Industry 5.0: Empowering SMEs with Blockchain-based Supplier Collaboration Network. APMS 2023. IFIP Advances in Information and Communication Technology (AICT), vol 689, p. 730-744. Springer, Cham. DOI 10.1007/978-3-031-43662-8_52. link
Khadija L., Khaled M., Wuest, T., & Jarrar, Q. (2023). Business process reengineering in agile manufacturing – a mixed method research. APMS 2023. IFIP Advances in Information and Communication Technology (AICT), vol 689, p. 326-338. Springer, Cham. DOI 10.1007/978-3-031-43662-8_24. link
Gönnheimer, P., Ströbel, R., Dörflinger, R., Mattes, M., Alexander, P., Wuest, T., & Fleischer, J. (2023). Generalizability of an Identification Approach for Machine Control Signals in Brownfield Production Environments. Procedia CIRP, 120, 649-654. DOI 10.1016/j.procir.2023.09.053 (open access) link
Lenz, J., Lucke, D., & Wuest+, T. (2023). Description Model of Smart Connected Devices in Smart Manufacturing Systems. Procedia Computer Science, 217, 1086-1094. DOI 10.1016/j.procs.2022.12.307. (open access) link
Keepers*, M., Nesbit*, I., & Wuest+, T. (2022). The Classification of Game Elements for Manufacturing. APMS 2022. IFIP Advances in Information and Communication Technology (AICT), vol 664, p. 453-460. Springer, Cham. DOI 10.1007/978-3-031-16411-8_52. link
Hasan*, R., & Wuest+, T. (2022). A Review of Sustainable Composites Supply Chains. APMS 2022. IFIP Advances in Information and Communication Technology (AICT), vol 663, p. 448-455. Springer, Cham. DOI 10.1007/978-3-031-16407-1_53 link
Wang, H., Peng, T., Brintrup, A., Wuest, T., & Tang, R. (2022). Dynamic scheduling with online predicted order remaining completion time considering production uncertainty: A simulation study. APMS 2022. IFIP Advances in Information and Communication Technology (AICT), vol 664, p. 425-433. Springer, Cham. DOI 10.1007/978-3-031-16411-8_49. link
Despeisse, M., Acerbi, Wuest, T., Romero, D. (2022). Thematic Research Framework for Eco-efficient and Circular Industrial Systems. APMS 2022. IFIP Advances in Information and Communication Technology (AICT), vol 664, p. 379-389. Springer, Cham. DOI 10.1007/978-3-031-16411-8_44. link
Radke, A., Wuest, T., & Romero, D. (2022). Business Processes Digitalization as a Resolution Direction for Digital Operations Challenges in Digital Supply Networks. 3rd Conference on Production Systems and Logistics (CSPL 2022). Vancouver, Canada, May 17-20, 2022. DOI 10.15488/12117. link
Uski, V., Kukkamalla, P., Kärkkäinen, H., Menon, K., Mittal, S., Khan, M., & Wuest, T. (2022). Review of PPX business models: Adaptability and feasibility of PPX models in the equipment manufacturing industry. PLM 2021. IFIP Advances in Information and Communication Technology (AICT), vol 639, 358-372. DOI: 10.1007/978-3-030-94335-6_26 link
Kasilingam*, S., Keepers*, M., & Wuest+, T. (2021). A Bibliometric Analysis of Physics-Based and Data-Driven Hybrid Modeling. Procedia CIRP, 103, 49-54. DOI: 10.1016/j.procir.2021.10.007. (open access) link
Babic*, M., Farahani*, M., & Wuest+, T. (2021). Image Based Quality Inspection in Smart Manufacturing Systems: A Literature Review. Procedia CIRP, 103, 262-267. DOI: 10.1016/j.procir.2021.10.042. (open access) link
Medini, K., Wuest, T., Jelodari, E., Romero, D., & Laforest, V. (2021). A Desicion Support System to Operationalize Custom-Centric Sustainability. Procedia CIRP, 103, 122-127. DOI: 10.1016/j.procir.2021.10.019. (open access) link
Keepers*, M., Denno, P., & Wuest+, T. (2021). Proposing a Gamified Solution for SMEs’ Use of Messaging Technology in Smart Manufacturing. APMS 2021. IFIP Advances in Information and Communication Technology (AICT), vol 631, p. 22-30. Springer, Cham. DOI: 10.1007/978-3-030-85902-2_3 link
Radke, A., Wuest, T., & Romero, D. (2021). Developing Digital Supply Network’s Visibility Towards Transparency and Predictability. APMS 2021. IFIP Advances in Information and Communication Technology (AICT), vol 631, p. 13-21. Springer, Cham. DOI: 10.1007/978-3-030-85902-2_2 link
Rousseau, M., Medini, K., Romero, D., & Wuest, T. (2021). Configurators as a means to Leverage Customer-Centric Sustainable Systems – Evidence from the 3D Printing Domain. Procedia CIRP, 96, 103-108. DOI: 10.1016/j.procir.2021.01.060. (open access) link
Gross*, J. & Wuest+, T. (2020). Smart Products in Smart Manufacturing Systems: An Opportunity to Utilize AR?. APMS 2020. IFIP Advances in Information and Communication Technology (AICT), vol 591, p. 487-494. Springer, Cham. DOI 10.1007/978-3-030-57993-7_55. link
Keepers*, M., Romero, D., Baalsrud-Hauge, J., & Wuest+, T. (2020). Gamification of Operational Tasks in Manufacturing - A Literature Review. APMS 2020. IFIP Advances in Information and Communication Technology (AICT), vol 591, p. 107-114. Springer, Cham. DOI 10.1007/978-3-030-57993-7_13. link
Romero, D., Gaiardelli, P., Wuest, T., Powell, D, & Thuerer, M. (2020). New Forms of Gemba Walks and their Digital Tools in the Digital Lean Manufacturing World. APMS 2020. IFIP Advances in Information and Communication Technology (AICT), vol 592, p. 432-440. Springer, Cham. DOI 10.1007/978-3-030-57997-5_50. link
Medini, K., Wuest, T., Romero, D., & Laforest, V. (2020). Integrating Sustainability Considerations into Product Variety and Portfolio Management. Procedia CIRP, 93(2020), 605-609. DOI 10.1016/j.procir.2020.04.147. (open access) link
Lenz, J., Pelosi, V., Taisch, M., MacDonald, E. & Wuest+, T. (2020). Data-driven context awareness of smart products in discrete manufacturing systems. Procedia Manufacturing, 52, 38-43. DOI 10.1016/j.promfg.2020.11.008 (open access) link (SysInt 2020 Commended Paper Award)
Zambetti, M., Khan, M., Pinto, R. & Wuest+, T. (2020). Enabling servitization by retrofitting legacy equipment for Industry 4.0 applications: benefits and barriers for OEMs. Procedia Manufacturing, 48(2020), 1047-1053. DOI 10.1016/j.promfg.2020.05.144. (open access) link
Liu, Z., Wang, X., Wuest, T. & Zhang, H.-C. (2020). Modeling and Experimental Analysis of Energy Attenuation and Partitioning during Laser Based Direct Energy Deposition. Procedia Manufacturing, 48(2020), 656-662. DOI 10.1016/j.promfg.2020.05.094. (open access) link
Romero, D., Wuest, T., Harik, R. & Thoben, K.-D. (2020). Towards a Cyber-Physical PLM Environment: The Role of Digital Product Models, Intelligent Products, Digital Twins, Product Avatars and Digital Shadows. IFAC-PapersOnLine, 53(2), 10911-10916. DOI 10.1016/j.ifacol.2020.12.2829. (open access) link
Diettrich, M., Schleich, B., Clausmeyer, T., Damgrave, R., Erkoyuncu, J., Haefner, B., Lange, J., Plakhotnik, D., Scheidel, W., & Wuest, T. (2019). Shifting value stream patterns along the product lifecycle with digital twins. Procedia CIRP, 86, 3-11. DOI: 10.1016/j.procir.2020.01.049 (CIRPe Highlighted Paper) (open access) link
Medini, K., Anderson, A., Wuest, T., Christensen, B., Wiesner, S., Romero, D., Liu, A., & Tao, F. (2019). Highlights in Customer-driven Operations Management Research. Procedia CIRP, 86, 12-19. DOI: 10.1016/j.procir.2020.01.026 (CIRPe Highlighted Paper) (open access) link
Keepers, M. & Wuest+, T. (2019). Smart Trucking - Status of Digital Transformation of the Trucking Industry: A Bibliometric Analysis. Procedia CIRP, 86, 26-30. DOI: 10.1016/j.procir.2020.01.003 (open access) link
Keepers, M., Romero, D., & Wuest+, T. (2019). The APMS conference in the 21st century: A bibliometric study. In: Ameri F., Stecke K., von Cieminski G., Kiritsis D. (eds) Advances in Production Management Systems. Towards Smart Production Management Systems. APMS 2019. IFIP Advances in Information and Communication Technology (AICT), vol 567, p. 1-13. Springer, Cham. DOI 10.1007/978-3-030-29996-5_1. link (APMS 2019 Featured Paper Award)
Romero, D., Gaiardelli, P., Powell, D., Wuest, T., & Thürer, M. (2019).Total Quality Management and Quality Circles in an Emerging Digital Lean Manufacturing World. In: Ameri F., Stecke K., von Cieminski G., Kiritsis D. (eds) Advances in Production Management Systems. Towards Smart Production Management Systems. APMS 2019. IFIP Advances in Information and Communication Technology (AICT), vol 566, p. 3-11. Springer, Cham. DOI 10.1007/978-3-030-30000-5_1. link
Romero, D., Gaiardelli, P., Thürer, M., Powell, D., & Wuest, T. (2019). Cyber-Physical Waste Reduction/Elimination Strategies in an Emerging Digital Lean Manufacturing World. In: Ameri F., Stecke K., von Cieminski G., Kiritsis D. (eds) Advances in Production Management Systems. Towards Smart Production Management Systems. APMS 2019. IFIP Advances in Information and Communication Technology (AICT), vol 566, p. 37-45. Springer, Cham. DOI 10.1007/978-3-030-30000-5_5. link
Menon, K., Kärkkäinen, H., Mittal, S. & Wuest, T. (2019). Impact of IIoT based technologies on characteristic features and related options of nonownership business models. C. Fortin et al. (Eds.): PLM 2019, IFIP AICT 565, pp. 302–312. DOI: 10.1007/978-3-030-42250-9_29 link
Moghaddam, M., Jones, A., & Wuest, T. (2020). Design of marketplaces for smart manufacturing services. Procedia Manufacturing, 39, 194-201. DOI: 10.1016/j.promfg.2020.01.312 (open access) link
Cognet, B., Pernot, J-P, Rivest, L., Danjou, C., Wuest, T., Kärkkäinen, H., & Lafleur, M. (2019). Towards a novel comparison framework of digital maturity assessment models. C. Fortin et al. (Eds.): PLM 2019, IFIP AICT 565, pp. 58–71, DOI: 10.1007/978-3-030-42250-9_6 link
Romero, D., Gaiardelli, P., Powell, D., Wuest, T., & Thuerer, M. (2019). Rethinking Jidoka Systems under Automation & Learning Perspectives in an Emerging Digital Lean Manufacturing World. IFAC-PapersOnline, 52(13), 899-903. DOI 10.1016/j.ifacol.2019.11.309. link
Mittal, S., Khan, M., Romero, D. & Wuest+, T. (2019). Building Blocks for Adopting Smart Manufacturing. Procedia Manufacturing, 34(2019), 978-985. DOI: 10.1016/j/promfg.2019.06.098. link
Romero, D., Jones, A. & Wuest, T. (2018). A New Architecture for Controlling Smart Manufacturing Systems. 9th Int'l Conference on Intelligent Systems (IEEE) 2018, Madeira Island, Portugal, September 25th-27th, 2018. link
Khan, M. & Wuest+, T. (2019). Upgradable PSS: Implications for Business Model Components. Procedia CIRP, 80, 768-773 DOI: 10.1016/j.procir.2019.01.091. link
Khan M.A., Kalverkamp M., Wuest+ T. (2019) Cascade Utilization During the End-of-Life of Product Service Systems: Synergies and Challenges. In: Pehlken A., Kalverkamp M., Wittstock R. (eds) Cascade Use in Technologies 2018. Springer Vieweg, Berlin, Heidelberg, p 1-7. DOI 10.1007/978-3-662-57886-5_1 link
Khan, M. & Wuest+, T. (2018). Mapping of PSS Research: A Bibliometric Analysis. Int'l Conference on Industrial Engineering and Operations Management.Washington DC, USA, September 27th-29th, 2018 Awarded with IEOM 2018 - 2nd Place for Graduate Student Paper Competition. link
Khan, M. & Wuest+, T. (2018). Towards a methodology to design upgradable product service systems. Procedia CIRP, 78, 400-405. DOI: 10.1016/j.procir.2018.08.326. link
Sakib, N. & Wuest+, T. (2018). Challenges and Opportunities of Condition-based Predictive Maintenance: A Review. Procedia CIRP, 78, 267-272. DOI: 10.1016/j.procir.2018.08.318. link
Vössing, M., Siegel, J., Feldmann, N., Wuest, T. & Benz, C. (2018). Employee-Centric Service Innovation: A Viable Proxy for Customer-Intimacy for Product-Focused Enterprises. In: Satzger G., Patrício L., Zaki M., Kühl N., Hottum P. (eds): Exploring Service Science. IESS 2018. Lecture Notes in Business Information Processing, 331. Springer, Cham. DOI 10.1007/978-3-030-00713-3_7 link
Mittal, S., Romero, D. & Wuest+, T. (2018).Towards a Smart Manufacturing Maturity Model for SMEs (SM3E). Advances in Production Management Systems (APMS) 2018, August 26-30, 2018, Seoul, South Korea. IFIP AICT 536. DOI 10.1007/978-3-319-99707-0_20 link
Romero, D., Gaiardelli, P., Powell, D., Wuest, T. & Thürer, M. (2018). Digital Lean Cyber-Physical Production Systems: The Emergence of Digital Lean Manufacturing and The Significance of Digital Waste. Advances in Production Management Systems (APMS) 2018, August 26-30, 2018, Seoul, South Korea. IFIP AICT 536. DOI 10.1007/978-3-319-99704-9_2 link
Romero, D., Mattsson, S., Fast-Berglund, Å., Wuest, T., Gorecky, D. & Stahre, J. (2018). Digitalizing Occupational Health, Safety and Productivity for the Operator 4.0. Advances in Production Management Systems (APMS) 2018, August 26-30, 2018, Seoul, South Korea. IFIP AICT 536. DOI 10.1007/978-3-319-99707-0_59 link
Choi, S., Wuest, T. & Kulvatunyou, S. (2018). Towards a Platform for Smart Manufacturing Improvement Planning. Advances in Production Management Systems (APMS) 2018, August 26-30, 2018, Seoul, South Korea. IFIP AICT 536. DOI 10.1007/978-3-319-99707-0_47 link
Mittal, S., Romero, D., & Wuest, T. (2018). Towards a Smart Manufacturing Toolkit for SMEs. IFIP Advances in Information and Communication Technology, vol 540, pp. 476-487. Springer, Cham. DOI 10.1007/978-3-030-01614-2_44 link
Kalverkamp, M., Phelken, A., Wuest, T. & Young, S. (2018). Sustainability of Cascading Product Lifecycles: The need for adaptive management to end-of-life supply chains. IFIP Advances in Information and Communication Technology, vol 540, pp. 159-168. Springer, Cham. DOI 10.1007/978-3-030-01614-2_15 link (Nominated for Marco Garetti Best Paper Award)
Menon, K., Kärkkäinen, H., Wuest, T. & Seppälä, T. (2018). Is Openness really free? A critical analysis of switching costs for Industrial Internet Platforms. IFIP Advances in Information and Communication Technology, vol 540, pp. 215-226. Springer, Cham. DOI 10.1007/978-3-030-01614-2_20 link
West, S. & Wuest, T. (2018). Anatomy of stakeholders within complex product service systems. Spring Servitization Conference (SSC) 2018 - Driving Competitiveness through Servitization. Copenhagen Business School, May 14-16, 2018. Copenhagen, Denmark.
Smith, N. & Wuest+, T. (2017). Identifying Key Aspects of Success for PSS. APMS 2017, September 3-7., 2017, Hamburg, Germany. IFIP AICT 513. DOI 10.1007/978-3-319-66923-6_27 link
Romero, D., Wuest, T., Stahre, J. & Gorecky, D. (2017). Social Factory Architecture: Social Networking Services and Production Scenarios through the Social Internet of Things, Services and People for Operator 4.0. APMS 2017, September 3-7., 2017, Hamburg, Germany. IFIP AICT 513. DOI 10.1007/978-3-319-66923-6_31 link
Menon, K., Kaerkkaenen, H. & Wuest, T. (2017). Role of openness in industrial internet platform providers’ strategy. PLM 2017, July 9-12., 2017, Seville, Spain. Rios, J. et al. (Eds.): PLM 2017, IFIP AICT 517, 92–105. doi: 10.1007/978-3-319-72905-3_9. link
West, S. & Wuest, T. (2017). A Strategy for Midlife Upgrades to Provide Value for Both the Equipment Operator and the Supplier. Spring Servitization Conference (SSC 2017), 15-17 May 2017, Luzerne, Switzerland. link
Melroy, S., McHugh, M., Carden, G., Brefczynski-Lewis, J. & Wuest+, T. (2016). Engineering design for mobile brain imaging helmet – AM-PET. The 3rd International Electronic Conference on Sensors and Applications (ECSA 2016), 15–30 November 2016; Sciforum Electronic Conference Series, Vol. 3, 2016. DOI 10.3390/ecsa-3-E004 link (open-access)
Wei, W., Wuest, T., Ji, J. & Tao, F. (2017). Product Family Flexible Design Method based on Dynamic Requirements Uncertainty Analysis. Procedia CIRP, 60(2017), 332-337. DOI 10.1016/j.procir.2017.01.037 link (open-access)
Romero, D., Stahre, J., Wuest, T., Noran, O., Bernus, P., Fast-Berglund, A., & Gorecky, D. (2016). Towards an Operator 4.0 Typology: A Human-Centric Perspective on the Fourth Industrial Revolution Technologies. 46th International 172 Conference on Computers & Industrial Engineering (Red Hook, NY: Curran Associates, Inc., 2016), pp. 608–618. link (Best Faculty Paper Award)
Wuest, T. & Wellsandt, S. (2016). Design and Development of Product Service Systems (PSS) - Impact on Product Lifecycle Perspective. Procedia Technology, 26, 152-161. DOI 10.1016/j.protcy.2016.08.021 link (open-access)
Mittal, S., Khan, M. & Wuest+, T. (2016). Smart Manufacturing: Characteristics and Technologies. PLM 2016, July 11-13., 2016, Columbia, SC, USA. Harik, R. et al. (Eds.): PLM 2016, IFIP AICT 492, 539–548. doi: 10.1007/978-3-319-54660-5_48 link
Khan, M., Rozati, G. & Wuest+, T. (2016). Sensor Triggered Replacement of Spare Parts: Customer Service Process Innovation. APMS 2016, September 3.-7., 2016, Iguassa Falls, Brazil. Naeaes, I., et al. (Eds.): APMS 2016, IFIP AICT 488, 343-350. doi: 10.1007/978-3-319-51133-7_41 link
Wuest+, T., Mak-Dadanski, J., Kaczmarek, B. & Thoben, K.-D. (2015). Challenges of heavy load logistics in global maritime supply chains. Umeda, S. et al. (Eds.). APMS 2015, Part II, IFIP AICT 460, 175-182. doi: 10.1007/978-3-319-22759-7_20. link (post-print)
Wuest+, T., Wellsandt, S. & Thoben, K.-D. (2016). Information Quality in PLM: A production process perspective. 12th International Conference on Product Lifecycle Management (PLM). 19.-21. October 2015, Doha, Qatar. A. Bouras et al. (Eds.): PLM 2015, IFIP AICT 467, 826–834. doi: 10.1007/978-3-319-33111-9_75 link
Wellsandt, S., Wuest, T., Hribernik, K. & Thoben, K.-D. (2015). Information Quality in PLM: A Product Design Perspective. Umeda, S. et al. (Eds.). APMS 2015, Part I, IFIP AICT 459, 515-523. doi: 10.1007/978-3-319-22756-6_63. link
Wei, W., Liu, A., Wuest, T., & Lu, S. C.-Y. (2015). Product Requirement Modeling and Optimization Method based on Product Configuration Design. Procedia CIRP, 36, 1-5. doi: 10.1016/j.procir.2015.01.020. link (open-access)
Wuest+, T., Liu, A., Wei, W., Lu, S. C.-Y. & Thoben, K.-D. (2015). Utilization of Manufacturing State Drivers to Support Design. Procedia CIRP, 36, 72-77. doi: 10.1016/j.procir.2015.01.081. link (open-access)
Wuest+, T., Hribernik, K. & Thoben, K.-D. (2014). Capturing, Managing and Sharing Product Information Along the Lifecycle for Design Improvement. 10th International Workshop on Integrated Design Engineering (IDE WORKSHOP), 10.-12. September 2014, Gommern, Germany. link (post-print version)
Wuest+, T., Mak-Dadanski, J. & Thoben, K.-D. (2014). Data quality in materials science: A Quality Management Manual approach. Grabot, B. et al. (Eds.): APMS 2014, Part I, IFIP AICT 438, Heidelberg Berlin: Springer, 42-49. doi: 10.1007/978-3-662-44739-0_6. link (post-print version)
Wuest+, T., Knoke, B. & Thoben, K.-D. (2014). Applying graph theory and the product state concept in manufacturing. Procedia Technology 15(2014), 349-358. doi: 10.1016/j.protcy.2014.09.089. link (open-access)
Liu, A., Wuest, T. & Lu, S C.-Y. (2014). Application of Prospect Theory on Car Sharing Product Service System. Procedia CIRP, 16, 350-355. doi: 10.1016/j.procir.2014.02.022. link (open-access)
Wuest+, T., Liu, A., Lu, S. C.-Y. & Thoben, K.-D. (2014). Application of the stage gate model in production supporting quality management. Procedia CIRP, 17, 32-37. doi: 10.1016/j.procir.2014.01.071. link (open-access)
Wuest+, T., Werthmann, D. & Thoben, K.-D. (2013). Towards an approach to identify the optimal instant of time for information capturing in supply chains. Prabhu, V., Taisch, M. & Kiritsis, D. (Eds.): APMS 2013, Part I, IFIP AICT 414, Heidelberg Berlin: Springer, 3-12. doi: 10.1007/978-3-642-41266-0_1. link (post-print version)
Knoke, B., Wuest, T., Hribernik, K. & Thoben, K.-D. (2013). Intelligent Product States - Exploring the Synergy of Intelligent Products and State Characteristics in Collaborative Manufacturing. The Third International Conference on Advanced Collaborative Networks, Systems and Applications - COLLA 2013, July 21 - 26, 2013, Nice, France, 88-93. link (open-access)
Knoke, B., Wuest, T., & Thoben, K. D. (2013). Characteristics of Knowledge and Barriers towards Innovation and Improvement in Collaborative Manufacturing Process Chains. In Franch, X. & Soffer, P. (Eds.): CAiSE 2013 Workshops, LNBIP, Heidelberg Berlin: Springer, 264-273. doi: 10.1007/978-3-642-38490-5_25. link (open-access)
Hribernik, K., Wuest, T. & Thoben, K.-D. (2013). A Product Avatar for Leisure Boats Owners: Concept, Development and Findings. In: Bernard, A., Rivest, L. & Dutta, D. (eds.): PLM 2013, IFIP AICT 409, Heidelberg Berlin, Springer, 560-569. doi: 10.1007/978-3-642-41501-2_56. link (post-print version)
Knoke, B., Wuest, T. & Thoben, K.-D. (2013) Fragmented knowledge in collaborative manufacturing process chains. IEEE Collaboration Technologies and Systems (CTS), 451-456, 20-24 May 2013, doi: 10.1109/CTS.2013.6567268. link (open-access)
Hribernik, K., Wuest, T. & Thoben, K.-D. (2013). Towards Product Avatars Representing Middle-of-Life Information for Improving Design, Development and Manufacturing Processes. In: Kovacs, G.L. & Kochan, D. (Eds.): NEW PROLAMAT 2013, IFIP AICT 411, Heidelberg Berlin: Springer, 85-96. doi: 10.1007/978-3-642-41329-2_10. link (post-print version)
Wuest+, T., Hribernik, K. & Thoben, K.-D. (2013). Digital Representation of Intelligent Products: Product Avatar 2.0. In: Abramovici, M. & Stark, R. (Eds.): Smart products Engineering, LNPE, Heidelberg Berlin: Springer, 675-684. Doi: 10.1007/978-3-642-30817-8_66. link (post-print version)
Wellsandt, S., Wuest, T. & Durugbo, C., Thoben, K.-D. (2013). The Internet of Experiences –Towards an Experience-Centred Innovation Approach. In: Emmanouilidis, C., Taisch, M., & Kiritsis, D. (Eds.): APMS 2012, Part I, IFIP AICT 397, Heidelberg Berlin: Springer, 669-676. doi: 10.1007/978-3-642-40352-1_84. link (post-print version)
Knoke, B., Wuest, T. & Thoben, K.-D. (2013). Understanding Product State Relations within Manufacturing Processes. In: Emmanouilidis, C., Taisch, M., & Kiritsis, D. (Eds.): APMS 2012, Part I, IFIP AICT 397, Heidelberg Berlin: Springer, 437-444. doi: 10.1007/978-3-642-40352-1_55. link (post-print version)
Wuest+, T., Irgens, C. & Thoben, K.-D. (2013). Analysis of Manufacturing Process Sequences, using Machine Learning on Intermediate Product States (as Process Proxy Data). In: Emmanouilidis, C., Taisch, M., & Kiritsis, D. (Eds.): APMS 2012, Part II, IFIP AICT 398, Heidelberg Berlin: Springer, 1-8. doi: 10.1007/978-3-642-40361-3_1. link (post-print version)
Wuest+, T., Thoben, K.-D. (2012). Information Management for Manufacturing SMEs. In: Frick, J. & Laugen, B. (Eds.): APMS 2011, IFIP AICT 384, Heidelberg Berlin: Springer, 481-488. doi: 10.1007/978-3-642-33980-6_53. link (post-print version)
Wuest+, T., Hribernik, K. & Thoben, K.-D. (2012). Can a Product Have a Facebook? A New Perspective on Product Avatars in Product Lifecycle Management. In: Rivest, L., Bouraz, A. & Louhichi, B. (eds.): PLM 2012, IFIP AICT 388, Heidelberg Berlin: Springer, 400-410. doi: 10.1007/978-3-642-35758-9_36. link (post-print version)
Irgens, C., Wuest, T. & Thoben, K.-D. (2012). Product state based view and machine learning: A suitable approach to increase quality? IFAC Proceedings Volumes, 45(6), 1733-1738. doi: 10.3182/20120523-3-RO-2023.00083 link (post-print version)
Ermert, V., Horsch, A., Klein, D., Kohlmann, R., Mahlig, R., Rentrop, B. & Wuest, T. (2011). Quality Improvement in Heat Treatment Based on Necessary Information Exchange. In: Proc. of the 26th ASM Heat Treating Society Conference 2011, 31.October - 02. November, Cincinnati, USA, 131-137. link
Wuest+, T. (2011). Tool to identify relevant product state characteristics for improved information management along distributed production process chains. In: Frick, J. (Eds.) (2011). Value Networks: Innovation, Technologies and Management. Proceedings of the APMS 2011 International Conference of Advances in Production Management Systems – Doctoral Workshop, 24. September, 2011, Stavanger, Norway, 11-24 (ISBN 978-82-7644-461-2).
Wuest+, T., Klein D., Seifert, M. & Thoben, K.-D. (2011). Challenges for grown engineering SMEs with a diverse product portfolio on information management and product tracking and tracing. In: Frick, J. (Eds.) (2011). Value Networks: Innovation, Technologies and Management. Proceedings of the APMS 2011 International Conference of Advances in Production Management Systems, 26.-28. September 2011, Stavanger, Norway (ISBN 978-82-7644-461-2).
Wuest+, T., Sitek, P., Seifert, M. & Thoben, K.-D. (2011). Organisational and Technical Interdependencies in Collaborative Production. Proceedings 17th International Conference on Concurrent Engineering, 20.-22. June 2011, Aachen, Germany, 343-349. link
Wuest+, T., Klein, D. & Thoben, K.-D. (2011). State of steel products in industrial production processes. Procedia Engineering, 10(2011), 2220-2225. link (post-print version)
Ermert, V., Horsch, A., Klein, D., Kohlmann, R., Mahlig, R., Rentrop, B. & Wuest, T. (2011). Necessary Information for Successful Heat Treatment. Proceedings of the European Conference on Heat Treatment 2011 & 3rd Int. Conference on "Heat Treatment and Surface Engineering of Tools and Dies" 23.-25. March, 2011, Wels, Austria, 12-19. link
Eschenbächer, J; Wuest, T. & Thoben, K.-D. (2010). Extended Products Supporting Ambient Assisted Working Approaches in Production Environments. In: Hoffmann, P.; Wewetzer, D.; Eschenbächer, J.; Herzog, O.; Thoben, K.D. (2010). Change 2009 – Ambient Assisted Working Accessible and assistive ICT in Enterprise Environments. Emden, Germany, 10.-11. September, 2009, 54-74.
Seifert, M. & Wuest+, T. (2009). Guide to a Strategic Procurement Planning Approach on Regulated Commodity Markets. In: Camarinha-Matos, L.M. et al. (eds.): PRO-VE 2009, IFIP AICT 307, Heidelberg Berlin: Springer, 369-378. Doi: 10.1007/978-3-642-04568-4_39. link (post-print version)
conference proceedings (no review/only abstract review)
Ermert, V., Horsch, A., Klein, D., Kohlmann, R., Mahlig, R., Rentrop, B. & Wuest, T. (2011). Notwendiger Informationsaustausch für eine erfolgreiche Wärmebehandlung. In: 67. Kolloquium für Wärmebehandlung, Werkstofftechnik, Fertigungs- und Verfahrenstechnik, 12. -14. October 2011, Wiesbaden, Germany.
Wuest+, T., Klein, D., Kleiza, K. & Thoben, K-D. (2010). Wissens- und Datenmanagement des SFB 570 „Distortion Engineering". In: Symposium "Wissenschaftliche Portale und Informationsnetzwerke", Hellmers, J., Wriedt T. & Thomaschewski, J. (eds.), 2. March, 2010, Bremen, Germany, 27-35. link
industry journals, magazines, white papers, reports, & misc.
Wuest+, T. & Morford, M. (2024). It’s Time to Revisit the ‘Arsenal of Democracy.’ Including Smaller Manufacturers Is Key. IndustryWeek, February 21st, 2024. link
Romero, D., Taisch, M., Acerbi, F., Khan, M., Andersen, A.-L., Arioli, V., Bressanelli, G., Chari, A., Frank, A., Gonzalez, C., Hankammer, S., Lenz, J., May, G., Medini, K., Mendes, G., Mueller, J., Naeem, R., Rakic, S., Sala, R., Stoll, O., Wang, H., & Wuest, T. (2022). World Manufacturing Report 2023 – New Business Models for the Manufacturing of the Future. World Manufacturing Foundation. link
Nimbarte, A., Ahmed, I., & Wuest, T. (2023). Program helps businesses find ‘clean, green’ solutions. ISE Magazine, 55(9), 10. link
Taisch, M., Casidsid, M., Acerbi, F., Gonzalez, C., May, G., Padelli, V., Sardesai, S., & Wuest, T. (2022). World Manufacturing Report 2022 - Redesigning Supply Chains in the new Era of Manufacturing. World Manufacturing Foundation. link
Taisch, M., Casidsid, M., Acerbi, F., May, G., Padelli, V., Spaltini, M., & Wuest, T. (2021). World Manufacturing Report 2021 - Digitally Enabled Circular Economy. World Manufacturing Foundation. link
Wuest+, T. (2021). A Manufacturing ‘Google’ Could Be a Breakthrough for Reshoring. IndustryWeek, February 3rd, 2021. link
Taisch, M., Casidsid, M., May, G., Morin, T., Padelli, V., Pinzone, M., & Wuest, T. (2020). THE 2020 WORLD MANUFACTURING REPORT - MANUFACTURING IN THE AGE OF ARTIFICIAL INTELLIGENCE. World Manufacturing Foundation. link
Wuest+, T. (2020). To program robots is human, to problem-solve is divine. Smart Manufacturing magazine, 5(6), 48. link link(magazine) (open access)
Wuest+, T., Kusiak, A., Dai, T., & Tayur, S. (2020). Impact of COVID-19: The Case for AI-Inspired Digital Transformation. INFORMS ORMS Today, 47(3). DOI: 10.1287/orms.2020.03.16 link (open access) (ORMS today Featured Article)
Bernardes, E., Sinha, A., Calderon, R., & Wuest+, T. (2020). Digital Supply Networks transform the Future. ISE Magazine, 52(5), 28-33. link (open access)
Taisch, M., Casidsid, M., Despaeisse, M., Luglietti, R., May, G., Morin, T., Pinzone, M., & Wuest, T. (2019). World Manufacturing Forum 2019 Report - Skills for the Future of Manufacturing. World Manufacturing Forum. link
Kavanaugh, J. & Cosper, D. (2019). Industry of Things World USA 2019 MANAGEMENT JOURNAL. Infosys Knowledge Institute. (Contributor)) link
Wuest+, T. (2019). Smart manufacturing builds opportunities for ISEs. ISE Magazine, 51(4), 40-44. link (open access)
Wuest+, T. (2019). Smart Manufacturing - Opportunities for Industrial & Systems Engineers. IISE Manufacturing & Design Research Spotlight. link
Ivezic, N., Kulvatunyou, B., Wehrle, K., Brundage, M., Lu, Y., Noller, D., Kumara, S., Wuest, T., Kiritsis, D., Wallace, E., Onkham, W., Jones, A. (2019). NIST Advanced Manufacturing Series 100-21 - 2018 NIST / OAGi Workshop: Enabling Composable Service-Oriented Manufacturing Systems. Doi: 10.6028/NIST.AMS.100-21 link (open-access)
Taisch, M., Arena, D., Gorobtcova, P., Kiritsis, D., Luglietti, R., May, G., Morin, T. & Wuest, T. (2018). World Manufacturing Forum 2018 Report. World Manufacturing Forum. link
Ivezic, N., Kulvatunyou, B., Brandl, D., Machi, M., Lu, Y., Noller, D., Davis, J., Wuest, T., Kiritsis, D. & Witherell, P. (2018). NIST Advanced Manufacturing Series 100-15 - 2017 NIST / OAGi Workshop: Drilling down on Smart Manufacturing – Enabling Composable Service-Oriented Manufacturing Systems. Doi: 10.6028/NIST.AMS.100-15 link (open-access)
Wuest+, T., Schmid, P., Lego, B. & Bowen, E. (2018). Overview of Smart Manufacturing in West Virginia. WVU Bureau of Business & Economic Research, Morgantown, WV, USA. link
Ivezic, N., Kulvatunyou, B., Brandl, D., Cho, H., Lu, Y., Noller, D., Davis, J., Wuest, T., Ameri, F. & Bernstein, W. (2017). NIST Advanced Manufacturing Series 100-8 - 2016 NIST / OAGi Workshop: Drilling down on Smart Manufacturing – Enabling Composable Apps. Doi: 10.6028/NIST.AMS.100-8 link (open-access)
Davis, J. (2017). Cybersecurity for Manufacturers: Securing the Digitized and Connected Factory. MForesight. September 2017. link (Contributor)