IDEAS home Printed from https://ideas.repec.org/a/spr/infosf/v17y2015i2d10.1007_s10796-012-9374-9.html
   My bibliography  Save this article

Value-centric design of the internet-of-things solution for food supply chain: Value creation, sensor portfolio and information fusion

Author

Listed:
  • Zhibo Pang

    (Royal Institute of Technology (KTH)
    ABB AB)

  • Qiang Chen

    (Royal Institute of Technology (KTH))

  • Weili Han

    (Fudan University)

  • Lirong Zheng

    (Royal Institute of Technology (KTH)
    Fudan University)

Abstract

The revolution of Internet-of-Things (IoT) is reshaping the modern food supply chains with promising business prospects. To be successful in practice, the IoT solutions should create “income-centric” values beyond the conventional “traceability-centric” values. To accomplish what we promised to users, sensor portfolios and information fusion must correspond to the new requirements introduced by this income-centric value creation. In this paper, we propose a value-centric business-technology joint design framework. Based on it the income-centric added-values including shelf life prediction, sales premium, precision agriculture, and reduction of assurance cost are identified and assessed. Then corresponding sensor portfolios are developed and implemented. Three-tier information fusion architecture is proposed as well as examples about acceleration data processing, self-learning shelf life prediction and real-time supply chain re-planning. The feasibilities of the proposed design framework and solution have been confirmed by the field trials and an implemented prototype system.

Suggested Citation

  • Zhibo Pang & Qiang Chen & Weili Han & Lirong Zheng, 2015. "Value-centric design of the internet-of-things solution for food supply chain: Value creation, sensor portfolio and information fusion," Information Systems Frontiers, Springer, vol. 17(2), pages 289-319, April.
    • Handle: RePEc:spr:infosf:v:17:y:2015:i:2:d:10.1007_s10796-012-9374-9
    DOI: 10.1007/s10796-012-9374-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10796-012-9374-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10796-012-9374-9?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Young Chan Choe & Joowon Park & Miri Chung & Junghoon Moon, 2009. "Effect of the food traceability system for building trust: Price premium and buying behavior," Information Systems Frontiers, Springer, vol. 11(2), pages 167-179, April.
    2. Li, Ling, 2011. "Assessing the relational benefits of logistics services perceived by manufacturers in supply chain," International Journal of Production Economics, Elsevier, vol. 132(1), pages 58-67, July.
    3. Tijskens, L. M. M. & Polderdijk, J. J., 1996. "A generic model for keeping quality of vegetable produce during storage and distribution," Agricultural Systems, Elsevier, vol. 51(4), pages 431-452, August.
    4. Alvarez-Gil, M Jose & Berrone, Pascual & Husillos, F. Javier & Lado, Nora, 2007. "Reverse logistics, stakeholders' influence, organizational slack, and managers' posture," Journal of Business Research, Elsevier, vol. 60(5), pages 463-473, May.
    5. Myriam Le Goff-Pronost & Claude Sicotte, 2010. "The added value of thorough Economic Evaluation of Telemedicine Networks," Post-Print halshs-00486269, HAL.
    6. Myriam Le Goff-Pronost & Claude Sicotte, 2010. "The added value of thorough economic evaluation of telemedicine networks," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(1), pages 45-55, February.
    7. Tomás Sánchez López & Damith Chinthana Ranasinghe & Bela Patkai & Duncan McFarlane, 2011. "Taxonomy, technology and applications of smart objects," Information Systems Frontiers, Springer, vol. 13(2), pages 281-300, April.
    8. Quan Z. Sheng & Sherali Zeadally & Zongwei Luo & Jen-Yao Chung & Zakaria Maamar, 2010. "Ubiquitous RFID: Where are we?," Information Systems Frontiers, Springer, vol. 12(5), pages 485-490, November.
    9. Rebecca Angeles, 2010. "Moderated Multiple Regression of Absorptive Capacity Attributes and Deployment Outcomes: The Importance of RFID IT Infrastructure Integration and Supply Chain Process Integration," International Journal of Information Systems and Supply Chain Management (IJISSCM), IGI Global, vol. 3(2), pages 25-51, April.
    10. Rong, Aiying & Akkerman, Renzo & Grunow, Martin, 2011. "An optimization approach for managing fresh food quality throughout the supply chain," International Journal of Production Economics, Elsevier, vol. 131(1), pages 421-429, May.
    11. Ling Li, 2007. "Supply Chain Management: Concepts, Techniques and Practices:Enhancing Value Through Collaboration," World Scientific Books, World Scientific Publishing Co. Pte. Ltd., number 6273, February.
    12. Rong Liu & Akhil Kumar, 2011. "Leveraging information sharing to configure supply chains," Information Systems Frontiers, Springer, vol. 13(1), pages 139-151, March.
    13. Sarac, Aysegul & Absi, Nabil & Dauzère-Pérès, Stéphane, 2010. "A literature review on the impact of RFID technologies on supply chain management," International Journal of Production Economics, Elsevier, vol. 128(1), pages 77-95, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xiongnan Jin & Sejin Chun & Jooik Jung & Kyong-Ho Lee, 0. "A fast and scalable approach for IoT service selection based on a physical service model," Information Systems Frontiers, Springer, vol. 0, pages 1-16.
    2. Taheri, Fatemeh & D'Haese, Marijke & Fiems, Dieter & Azadi, Hossein, 2022. "The intentions of agricultural professionals towards diffusing wireless sensor networks: Application of technology acceptance model in Southwest Iran," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    3. James Gillespie & Tamíris Pacheco da Costa & Xavier Cama-Moncunill & Trevor Cadden & Joan Condell & Tom Cowderoy & Elaine Ramsey & Fionnuala Murphy & Marco Kull & Robert Gallagher & Ramakrishnan Raman, 2023. "Real-Time Anomaly Detection in Cold Chain Transportation Using IoT Technology," Sustainability, MDPI, vol. 15(3), pages 1-24, January.
    4. Tamíris Pacheco da Costa & James Gillespie & Katarzyna Pelc & Abi Adefisan & Michael Adefisan & Ramakrishnan Ramanathan & Fionnuala Murphy, 2022. "Life Cycle Assessment Tool for Food Supply Chain Environmental Evaluation," Sustainability, MDPI, vol. 15(1), pages 1-24, December.
    5. Kamble, Sachin S. & Gunasekaran, Angappa & Parekh, Harsh & Joshi, Sudhanshu, 2019. "Modeling the internet of things adoption barriers in food retail supply chains," Journal of Retailing and Consumer Services, Elsevier, vol. 48(C), pages 154-168.
    6. Islam, Nazrul & Marinakis, Yorgos & Majadillas, Mary Anne & Fink, Matthias & Walsh, Steven T., 2020. "Here there be dragons, a pre-roadmap construct for IoT service infrastructure," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    7. Mona Haji & Laoucine Kerbache & Mahaboob Muhammad & Tareq Al-Ansari, 2020. "Roles of Technology in Improving Perishable Food Supply Chains," Logistics, MDPI, vol. 4(4), pages 1-24, December.
    8. Ahmed Zainul Abideen & Veera Pandiyan Kaliani Sundram & Jaafar Pyeman & Abdul Kadir Othman & Shahryar Sorooshian, 2021. "Digital Twin Integrated Reinforced Learning in Supply Chain and Logistics," Logistics, MDPI, vol. 5(4), pages 1-22, November.
    9. Bodo E. Steiner, 2017. "A phenomenon-driven approach to the study of value creation and organizational design issues in agri-business value chains," Economia agro-alimentare, FrancoAngeli Editore, vol. 19(1), pages 89-118.
    10. Fan Zhang & Wenyu Zhang & Xiwen Luo & Zhigang Zhang & Yueteng Lu & Ben Wang, 2022. "Developing an IoT-Enabled Cloud Management Platform for Agricultural Machinery Equipped with Automatic Navigation Systems," Agriculture, MDPI, vol. 12(2), pages 1-19, February.
    11. Simonetto, Marco & Sgarbossa, Fabio & Battini, Daria & Govindan, Kannan, 2022. "Closed loop supply chains 4.0: From risks to benefits through advanced technologies. A literature review and research agenda," International Journal of Production Economics, Elsevier, vol. 253(C).
    12. Xiongnan Jin & Sejin Chun & Jooik Jung & Kyong-Ho Lee, 2017. "A fast and scalable approach for IoT service selection based on a physical service model," Information Systems Frontiers, Springer, vol. 19(6), pages 1357-1372, December.
    13. Luai Jraisat & Mohannad Jreissat & Arvind Upadhyay & Farhana Sajjad & Krishna Chandra Balodi, 2022. "Paradox of strategic partnerships for sustainable value chains: Perspectives of not‐for‐profit actors," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 3491-3508, November.
    14. Pan Wang & Ricardo Valerdi & Shangming Zhou & Ling Li, 2015. "Introduction: Advances in IoT research and applications," Information Systems Frontiers, Springer, vol. 17(2), pages 239-241, April.
    15. Montecchi, Matteo & Plangger, Kirk & West, Douglas C., 2021. "Supply chain transparency: A bibliometric review and research agenda," International Journal of Production Economics, Elsevier, vol. 238(C).
    16. Lagorio, Alexandra & Pinto, Roberto, 2021. "Food and grocery retail logistics issues: A systematic literature review," Research in Transportation Economics, Elsevier, vol. 87(C).
    17. Christoph Stoiber & Stefan Schönig, 2024. "Leveraging the industrial internet of things for business process improvement: a metamodel and patterns," Information Systems and e-Business Management, Springer, vol. 22(2), pages 285-313, June.
    18. Rehman, Muhammad Habib ur & Chang, Victor & Batool, Aisha & Wah, Teh Ying, 2016. "Big data reduction framework for value creation in sustainable enterprises," International Journal of Information Management, Elsevier, vol. 36(6), pages 917-928.
    19. Ahmed Zainul Abideen & Jaafar Pyeman & Veera Pandiyan Kaliani Sundram & Ming-Lang Tseng & Shahryar Sorooshian, 2021. "Leveraging Capabilities of Technology into a Circular Supply Chain to Build Circular Business Models: A State-of-the-Art Systematic Review," Sustainability, MDPI, vol. 13(16), pages 1-26, August.
    20. Kubata, K. & Šimek, P., 2016. "Identification of Business Informatics Specifics in Agricultural Enterprises," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 8(3), pages 1-8, September.
    21. Alraja, Mansour, 2022. "Frontline healthcare providers’ behavioural intention to Internet of Things (IoT)-enabled healthcare applications: A gender-based, cross-generational study," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    22. Dianhui Mao & Zhihao Hao & Fan Wang & Haisheng Li, 2018. "Innovative Blockchain-Based Approach for Sustainable and Credible Environment in Food Trade: A Case Study in Shandong Province, China," Sustainability, MDPI, vol. 10(9), pages 1-17, September.
    23. Ahmed Zainul Abideen & Veera Pandiyan Kaliani Sundram & Jaafar Pyeman & Abdul Kadir Othman & Shahryar Sorooshian, 2021. "Food Supply Chain Transformation through Technology and Future Research Directions—A Systematic Review," Logistics, MDPI, vol. 5(4), pages 1-24, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chulhwan Chris Bang, 2015. "Information systems frontiers: Keyword analysis and classification," Information Systems Frontiers, Springer, vol. 17(1), pages 217-237, February.
    2. Mona Haji & Laoucine Kerbache & Mahaboob Muhammad & Tareq Al-Ansari, 2020. "Roles of Technology in Improving Perishable Food Supply Chains," Logistics, MDPI, vol. 4(4), pages 1-24, December.
    3. Nilgun Fescioglu-Unver & Sung Hee Choi & Dongmok Sheen & Soundar Kumara, 2015. "RFID in production and service systems: Technology, applications and issues," Information Systems Frontiers, Springer, vol. 17(6), pages 1369-1380, December.
    4. Yu, Min & Nagurney, Anna, 2013. "Competitive food supply chain networks with application to fresh produce," European Journal of Operational Research, Elsevier, vol. 224(2), pages 273-282.
    5. Ganguly, Subhamoy & Robb, David J., 2022. "An analytical model to characterize consumption and wastage of fresh fruit and vegetables in households," European Journal of Operational Research, Elsevier, vol. 300(1), pages 151-163.
    6. Wen, Xiao-Wei & Marlin, Janita & Wen, Zhi-Jian & Yang, Zhao-Hui, 2020. "Reviewing studies of radio frequency identification applications in supply chain for food safety," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 23(5), February.
    7. Besik, Deniz & Nagurney, Anna, 2017. "Quality in competitive fresh produce supply chains with application to farmers' markets," Socio-Economic Planning Sciences, Elsevier, vol. 60(C), pages 62-76.
    8. Valentas Gruzauskas & Aurelija Burinskiene & Andrius Krisciunas, 2023. "Application of Information-Sharing for Resilient and Sustainable Food Delivery in Last-Mile Logistics," Mathematics, MDPI, vol. 11(2), pages 1-21, January.
    9. Ahumada, Omar & Villalobos, J. Rene, 2011. "Operational model for planning the harvest and distribution of perishable agricultural products," International Journal of Production Economics, Elsevier, vol. 133(2), pages 677-687, October.
    10. Gaukler, Gary M. & Zuidwijk, Rob A. & Ketzenberg, Michael E., 2023. "The value of time and temperature history information for the distribution of perishables," European Journal of Operational Research, Elsevier, vol. 310(2), pages 627-639.
    11. V. R. Ghezavati & S. Hooshyar & R. Tavakkoli-Moghaddam, 2017. "A Benders’ decomposition algorithm for optimizing distribution of perishable products considering postharvest biological behavior in agri-food supply chain: a case study of tomato," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 25(1), pages 29-54, March.
    12. Marcel Papert & Alexander Pflaum, 2017. "Development of an Ecosystem Model for the Realization of Internet of Things (IoT) Services in Supply Chain Management," Electronic Markets, Springer;IIM University of St. Gallen, vol. 27(2), pages 175-189, May.
    13. Magdalena Leithner & Christian Fikar, 2022. "A simulation model to investigate impacts of facilitating quality data within organic fresh food supply chains," Annals of Operations Research, Springer, vol. 314(2), pages 529-550, July.
    14. Besik, Deniz & Nagurney, Anna & Dutta, Pritha, 2023. "An integrated multitiered supply chain network model of competing agricultural firms and processing firms: The case of fresh produce and quality," European Journal of Operational Research, Elsevier, vol. 307(1), pages 364-381.
    15. Yi-Kuei Lin & Cheng-Fu Huang & Yi-Chieh Liao, 2019. "Reliability of a stochastic intermodal logistics network under spoilage and time considerations," Annals of Operations Research, Springer, vol. 277(1), pages 95-118, June.
    16. Voelkel, Michael A. & Sachs, Anna-Lena & Thonemann, Ulrich W., 2020. "An aggregation-based approximate dynamic programming approach for the periodic review model with random yield," European Journal of Operational Research, Elsevier, vol. 281(2), pages 286-298.
    17. Goisser, Simon & Mempel, Heike & Bitsch, Vera, 2020. "Food-Scanners as a Radical Innovation in German Fresh Produce Supply Chains," International Journal on Food System Dynamics, International Center for Management, Communication, and Research, vol. 11(02), April.
    18. Rahman, Shams & Subramanian, Nachiappan, 2012. "Factors for implementing end-of-life computer recycling operations in reverse supply chains," International Journal of Production Economics, Elsevier, vol. 140(1), pages 239-248.
    19. Zhou, Wei & Piramuthu, Selwyn, 2012. "Manufacturing with item-level RFID information: From macro to micro quality control," International Journal of Production Economics, Elsevier, vol. 135(2), pages 929-938.
    20. Ketzenberg, M.E. & Bloemhof-Ruwaard, J.M., 2009. "The Value of RFID Technology Enabled Information to Manage Perishables," ERIM Report Series Research in Management ERS-2009-020-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:infosf:v:17:y:2015:i:2:d:10.1007_s10796-012-9374-9. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.