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58

Shenle Pan (Ingénieur, Doctorate, Habilitation (H.D.R.))

Associate Professor of Sustainable Logistics and Supply Chain Management

 

RESEARCH ACTIVITIES

Research Interests

  • Interoperable and sustainable SCM and logistics: horizontal collaboration, logistics pooling, interconnection of logistics networks, Physical Internet, distributed and decentralised logistics, collaboration mechanisms.
  • Smart logistics: digitalization,  IoT/ICT in logistics, digital connectivity, real-time decentralised optimisation, data driven intelligence, multi-agent systems.

Impact Areas

  • Sustainable FMCG logistics: CO2 emissions reduction in freight transport, multimodal transport, freight routing, inventory control.
  • City logistics: innovative solutions for city logistics, crowdshipping for last mile delivery, data-driven real time optimisation for transport planning.
  • Revenue management: pricing decision, innovative trading mechanisms, new business models for logistics intermediaries.

Methodologies applied

  • Optimisation approaches: MIP, CPLEX, metaheuristic algorithms.
  • Simulation approaches: Discrete event simulation: multi-agent simulation (modelling on AnyLogic).
  • Applied collaborative game theory and mechanism design theory: Gain sharing, Shapley Value, auction theory.
  • Gamification 

 

POSITIONS

  • 2012-now:   Assistant/Associate Professor at CGS, MINES ParisTech
  • 2016/2017:  Short Visiting at IfM, University of Cambridge
  • 2014/2016:  Visiting Assistant Professor at IMSE, The University of Hong Kong
  • 2011:           Visiting Researcher at CIRRELT, University Laval

 

EDUCATION

  • Polytechnic University of Hauts-de-France, Habilitation (H.D.R.) in Management Sciences, 12/2017
  • MINES ParisTech, PhD in Management Sciences, 11/2007-12/2010
  • ARTS ET METIERS ParisTech, Engineer Degree and Master Degree in Industrial Engineering, 07/2005-07/2007 
  • South China University of Technology, Bachelor degree in Industrial and Control Engineering, 09/2000-09/2004

 

ACADEMIC HONORS AND AWARDS

2017     Physical Internet Pioneer Award, at the conference IPIC2017, Graz, Austria

2016     The Merit Paper Award, at the conference CIEDH2016 & IISEAsia2016, Hongkong

2016     Emerald Citations of Excellence Awards (Emerald Group Publishing)

2016     CO-PI of project “CRC – Collaborative Routing Center” awarded “Grand Prix Rois de la Supply Chain”, Paris, France

2015     The Best Student Paper Award, at the conference INCOM2015, Ottawa, Canada (co-authored with my former PhD student Yanyan Yang)

2013     Contributor of project “Physical Internet simulation” awarded international cooperation prize from PREDIT 4, Paris, France

2010     Chinese Government Award for Outstanding Self-Financed Students Abroad, France

2009     The Best Industrial Engineering Research Paper, at the conference IESM2009, Montreal, Canada

2009     The Most Valuable Research Contribution Paper (Student Competition), at the conference IESM2009, Montreal, Canada

 

SERVICE

 

Ph.D. SUPERVISIONS (since 2010)

Theses Defended

1. Rochdi Sarraj (co-supervisor with Prof. Ballot), defended on 07/06/2013

 2. Xiaozhou Xu (co-supervisor with Prof. Ballot), defended on 16/12/2013

 3. Yanyan Yang (co-supervisor with Prof. Ballot), defended on 09/12/2016

 4. Bin Qiao (co-supervisor with Prof. Ballot), defended on 18/12/2018

  • Thesis: Revenue Management for transport service providers in Physical Internet: freight carriers as case (Available from:https://hal.archives-ouvertes.fr/tel-02129336)
  • Achievement of student: Merit Paper Award at CIEDH2016 & IISEAsia2016, Hongkong

In Progress

5. Mariam Lafkihi (co-supervisor with Prof. Ballot, since November 2016) 

  • Topic: Collaboration rules and mechanisms design for Physical Internet (to be confirmed)

6. Hao Jiang (co-supervisor with Prof. Ballot, since October 2017) 

  • Topic: Application of the Physical Internet paradigm to city logistics for sustainability

7. Yu Liu (co-supervisor with Prof. Ballot, since November 2019) 

  • Topic: Smart cities for sustainable city logistics

 

RESEARCH PROJECTS AND CONTRACTS (2010-2017, as PI or co-PI)

Project/Contract title                           Year       Scheme         Budget

Chair Physical Internet                                          2016/20       Chair                 €800k

Clusters 2.0                                                            2017/20       H2020               €6.5M

Enhancing logistics flexibility in e-commerce      2016/17       PSL-Cambridge  €6K

CRC Open Network                                              2017/19       PIA                    €3.5M

PI-Co-modality                                                     2016/19       ANR                   €466K

PI-Nuts                                                                  2014/18       ANR                   €200K

CRC Service                                                         2013/14       ADEME             €175K

VegeSupply                                                           2013/15       ADEME             €3M

MODULUSHCA                                                  2013/15       FP7                    €2.5M

CO3                                                                       2011/14       FP7                     €2M

OTC-KAYPAL                                                      2011/14       FUI                     €2.2M

Physical Internet Simulation                                 2010/12       PREDIT              €200K

  

Journal articles20 documents

  • Bin Qiao, Shenle Pan, Eric Ballot. Revenue Optimization for Less-than-truckload Carriers in the Physical Internet: dynamic pricing and request selection. Computers and Industrial Engineering, Elsevier, 2020, 139, ⟨10.1016/j.cie.2018.12.010⟩. ⟨hal-01949543⟩
  • Cheng Qian, Yingfeng Zhang, Chen Jiang, Shenle Pan, Yiming Rong. A real-time data-driven collaborative mechanism in fixed-position assembly systems for smart manufacturing. Robotics and Computer-Integrated Manufacturing, Elsevier, 2020, 61, pp.101841. ⟨10.1016/j.rcim.2019.101841⟩. ⟨hal-02190419⟩
  • Mariam Lafkihi, Shenle Pan, Eric Ballot. Freight transportation service procurement: A literature review and future research opportunities in omnichannel E-commerce. Transportation Research Part E: Logistics and Transportation Review, Elsevier, 2019, 125, pp.348-365. ⟨10.1016/j.tre.2019.03.021⟩. ⟨hal-02086154⟩
  • Bin Qiao, Shenle Pan, Eric Ballot. Dynamic pricing model for less-than-truckload carriers in the Physical Internet. Journal of Intelligent Manufacturing, Springer Verlag (Germany), 2019, 30 (7), pp.2631-2643. ⟨10.1007/s10845-016-1289-8⟩. ⟨hal-01414135⟩
  • Shenle Pan. Opportunities of Product-Service System in Physical Internet. Procedia CIRP, ELSEVIER, 2019, 83, ⟨10.1016/j.procir.2019.03.107⟩. ⟨hal-02155622⟩
  • Shenle Pan, Ray Zhong, Ting Qu. Smart product-service systems in interoperable logistics: Design and implementation prospects. Advanced Engineering Informatics, Elsevier, 2019, 42, pp.100996. ⟨10.1016/j.aei.2019.100996⟩. ⟨hal-02316272⟩
  • Mariam Lafkihi, Shenle Pan, Eric Ballot. Rule-based incentive mechanism design for a decentralised collaborative transport network. International Journal of Production Research, Taylor & Francis, In press, pp.1-17. ⟨10.1080/00207543.2019.1693658⟩. ⟨hal-02378284⟩
  • Shenle Pan, Damien Trentesaux, Eric Ballot, George Q. Huang. Horizontal collaborative transport: survey of solutions and practical implementation issues. International Journal of Production Research, Taylor & Francis, In press, ⟨10.1080/00207543.2019.1574040⟩. ⟨hal-02008934⟩
  • Shenle Pan, Eric Ballot, George Huang, Benoit Montreuil. Physical Internet and Interconnected Logistics Services: Research and Applications. International Journal of Production Research, Taylor & Francis, 2017, 55 (9), pp.2603-2609. ⟨10.1080/00207543.2017.1302620⟩. ⟨hal-01482909⟩
  • Chao Chen, Shenle Pan, Zhu Wang, Ray Y. Zhong. Using taxis to collect citywide E-commerce reverse flows: a crowdsourcing solution. International Journal of Production Research, Taylor & Francis, 2017, 55 (7), pp.1833-1844. ⟨10.1080/00207543.2016.1173258⟩. ⟨hal-01300487⟩
  • Shenle Pan, Vaggelis Giannikas, Yufei Han, Etta Grover-Silva, Bin Qiao. Using Customer-related Data to Enhance E-grocery Home Delivery. Industrial Management and Data Systems, Emerald, 2017, 117 (9), pp.1917-1933. ⟨10.1108/IMDS-10-2016-0432⟩. ⟨hal-01482901⟩
  • Yanyan Yang, Shenle Pan, Eric Ballot. Innovative vendor-managed inventory strategy exploiting interconnected logistics services in the Physical Internet. International Journal of Production Research, 2016, 55 (9), pp.2685-2702. ⟨10.1080/00207543.2016.1275871⟩. ⟨hal-01467042⟩
  • Yanyan Yang, Shenle Pan, Eric Ballot. Mitigating supply chain disruptions through interconnected logistics services in the Physical Internet. International Journal of Production Research, Taylor & Francis, 2016. ⟨hal-01389874⟩
  • Yves Sallez, Shenle Pan, Benoit Montreuil, Thierry Berger, Eric Ballot. On the activeness of intelligent Physical Internet containers. Computers in Industry, Elsevier, 2016, 81, pp.96-104. ⟨10.1016/j.compind.2015.12.006⟩. ⟨hal-01491403⟩
  • Shenle Pan, Michele Nigrelli, Eric Ballot, Rochdi Sarraj, Yanyan Yang. Perspectives of inventory control models in the Physical Internet: A simulation study. Computers and Industrial Engineering, Elsevier, 2015, 84, pp.122-132. ⟨10.1016/j.cie.2014.11.027⟩. ⟨hal-01112144⟩
  • Shenle Pan, Eric Ballot, Frédéric Fontane, Driss Hakimi. Environmental and economic issues arising from the pooling of SMEs' supply chains: case study of the food industry in Western France. Flexible Services and Manufacturing Journal, Springer, 2014, 92-118 (26 (1-2)), pp.92-118. ⟨10.1007/s10696-012-9162-3⟩. ⟨hal-00733668⟩
  • Rochdi Sarraj, Eric Ballot, Shenle Pan, Driss Hakimi, Benoit Montreuil. Interconnected logistic networks and protocols: simulation-based efficiency assessment. International Journal of Production Research, Taylor & Francis, 2014, 52 (11), pp.3185-3208. ⟨10.1080/00207543.2013.865853⟩. ⟨hal-01112138⟩
  • Shenle Pan, Eric Ballot, Frédéric Fontane. The reduction of greenhouse gas emissions from freight transport by pooling supply chains. International Journal of Production Economics, Elsevier, 2013, 143 (1), pp.86-94. ⟨10.1016/j.ijpe.2010.10.023⟩. ⟨hal-00733678⟩
  • Rochdi Sarraj, Eric Ballot, Shenle Pan, Benoit Montreuil. Analogies between Internet network and ‎logistics service networks: challenges ‎involved in the interconnection. Journal of Intelligent Manufacturing, Springer Verlag (Germany), 2012, ⟨10.1007/s10845-012-0697-7⟩. ⟨hal-00733525⟩
  • Shenle Pan, Eric Ballot, Frédéric Fontane. Enjeux environnemental et économique de la mutualisation logistique pour les PME : le cas de l'alimentaire dans l'Ouest de la France. Revue française de gestion industrielle, Association française de gestion industrielle, 2011, 20 (3), pp.79-100. ⟨hal-00733670⟩

Conference papers32 documents

  • Hao Jiang, Shenle Pan, Eric Ballot. Continuous approximation modeling of urban logistics networks and impacts. 30th EUROPEAN CONFERENCE ON OPERATIONAL RESEARCH, Jun 2019, Dublin, Ireland. ⟨hal-02383832⟩
  • Shenle Pan. Opportunities of Product-Service System in Physical Internet. 11th CIRP Conference on Industrial Product-Service Systems, May 2019, Zhuhai and Hongkong, China. ⟨hal-02383828⟩
  • Bin Qiao, Shenle Pan, Eric Ballot. Dynamic bundling and pricing for LTL transport requests in Physical Internet. 30th EUROPEAN CONFERENCE ON OPERATIONAL RESEARCH, Jun 2019, Dublin, Ireland. ⟨hal-02081045⟩
  • Bin Qiao, Shenle Pan, Eric Ballot. Dynamic Pricing for Carriers in Physical Internet with Peak Demand Forecasting. 9th IFAC Conference MIM 2019, Aug 2019, Berlin, Germany. ⟨hal-02064744⟩
  • Hao Jiang, Eric Ballot, Shenle Pan. Modeling and analysis of alternative distribution and Physical Internet schemes in urban area. 6TH International Physical Internet Conference, Jul 2019, London, United Kingdom. ⟨hal-02172073⟩
  • Mariam Lafkihi, Eric Ballot, Shenle Pan. Comparison of Centralization and Decentralization of Physical Internet Through Gamification. IPIC 2019: 6th International Physical Internet Conference, Oct 2019, London, United Kingdom. ⟨hal-02321476⟩
  • Mariam Lafkihi, Shenle Pan, Eric Ballot. Freight transportation mechanisms in the Physical Internet. IPIC 2018 – 5th International Physical Internet Conference, Jun 2018, Groningen, Netherlands. ⟨hal-01983418⟩
  • Farzad Niakan, Shenle Pan, Eric Ballot. Allocation of shipping routes in an open network based on bi-objective optimization. IPIC2018 - 5th International Physical Internet Conference, Jun 2018, Groningen, Netherlands. ⟨hal-01983426⟩
  • Bin Qiao, Shenle Pan, Eric Ballot. OPTIMIZATION OF LESS-THAN-TRUCKLOAD REQUEST PRICING AND SELECTION FOR CARRIER IN PHYSICAL INTERNET. the 47th International Conference on Computers & Industrial Engineering (CIE47), Oct 2017, Lisbon, Portugal. pp.11 - 13. ⟨hal-01557747⟩
  • Yanyan Yang, Shenle Pan, Eric Ballot. Freight Transportation Resilience Enabled by Physical Internet . The 20th World Congress of the International Federation of Automatic Control, International Federation of Automatic Control, IFAC, Jul 2017, Toulouse, France. ⟨hal-01489983⟩
  • Bin Qiao, Shenle Pan, Eric Ballot. Less-than-truckload Dynamic Pricing Model in Physical Internet. 3rd International Physical Internet Conference (IPIC 2016), Jun 2016, Atlanta, United States. ⟨hal-01369226⟩
  • Bin Qiao, Shenle Pan, Eric Ballot. Less-than-truckload Dynamic Pricing Model in Physical Internet. The 5th Institute of Industrial Engineers Asian Conference, Jul 2016, Hongkong, China. ⟨hal-01326416⟩
  • Shenle Pan, Han Yufei, Bin Qiao, Etta Grover-Silva, Vaggelis Giannikas. Mining Customer-related Data to Enhance Home Delivery in E-commerce: an experimental study. 6th International Conference on Information Systems, Logistics and Supply Chain (ILS2016), Jun 2016, Bordeaux, France. ⟨hal-01320962⟩
  • Yanyan Yang, Shenle Pan, Eric Ballot. Performance evaluation of interconnected logistics networks confronted to hub disruptions. IPIC 2016 - 3rd International Physical Internet Conference, Georgia Tech, USA, Jun 2016, Atalanta, United States. ⟨hal-01320641⟩
  • Shenle Pan, Damien Trentesaux, Yves Sallez. Specifying Self-organising Logistics System: openness, intelligence, and decentralised control. SOHOMA’16 Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing, Oct 2016, Lisbon, Portugal. ⟨hal-01389875⟩
  • Shenle Pan, Chao Chen, Ray Y. Zhong. A crowdsourcing solution to collect e-commerce reverse flows in metropolitan areas. INCOM2015, May 2015, Ottawa, Canada. ⟨hal-01148227⟩
  • Chao Chen, Shenle Pan. Using the Crowd of Taxis to Last Mile Delivery in E-commerce: a Methodological Research. SOHOMA'15, Nov 2015, Cambridge, United Kingdom. ⟨hal-01226813⟩
  • Yanyan Yang, Shenle Pan, Eric Ballot. A model to take advantage of Physical Internet for vendor inventory management. 2015 IFAC Symposium on Information Control in Manufacturing (INCOM 2015), May 2015, Ottawa, Canada. ⟨hal-01128761⟩
  • Yanyan Yang, Shenle Pan, Eric Ballot. An inventory control model with interconnected logistic services for vendor inventory management. Second International Conference of Physical Internet , CGS, MINES ParisTech, France, Jul 2015, PARIS, France. ⟨hal-01217344⟩
  • Shenle Pan, Xiaozhou Xu, Eric Ballot. Auction-based transport services allocation in Physical Inter-net: a simulation framework. 5th International Conference on Information Systems, Logistics and Supply Chain CONNECTING WORLDS ILS 2014, Aug 2014, Breda, Netherlands. ⟨hal-01113274⟩
  • Shenle Pan, Eric Ballot. Open tracing container repositioning simulation optimization: a case study of FMCG supply chain. 4th Service Orientation in Holonic and Multi-Agent Manufacturing Control (SOHOMA14), Nov 2014, Nancy, France. ⟨hal-01113273⟩
  • Xiaozhou Xu, Shenle Pan, Eric Ballot. A sharing mechanism for superadditive and non-superadditive logistics cooperation. International Conference on Industrial Engineering and System Management, Oct 2013, Rabat, Morocco. ⟨halshs-00876006⟩
  • Shenle Pan, Michele Nigrelli, Eric Ballot, Rochdi Sarraj. PERFORMANCE ASSESSMENT OF DISTRIBUTED INVENTORY IN PHYSICAL INTERNET. 43rd International Conference on Computers and Industrial Engineering (CIE43), Oct 2013, Hong Kong SAR China. pp.1-15. ⟨hal-00876280⟩
  • Xiaozhou Xu, Shenle Pan, Eric Ballot. Game theoretic contribution to horizontal cooperation in logistics. 4th international conference on information systems, logistics and supply chain - ILS 2012, Aug 2012, Quebec, Canada. 10 p. ⟨hal-00733499⟩
  • Rochdi Sarraj, Eric Ballot, Shenle Pan. Potential of routing protocols for freight in open logistics networks: the case of FMCG in France. 4th International Conference on Information Systems, Logistics and Supply Chain - ILS 2012, Aug 2012, Québec, Canada. ⟨hal-00733528⟩
  • Xiaozhou Xu, Shenle Pan, Eric Ballot. Allocation of Transportation Cost & CO2 Emission in Pooled Supply Chains Using Cooperative Game Theory. INCOM 2012, May 2012, Bucharest, Romania. ⟨hal-00733491⟩
  • Shenle Pan, Eric Ballot, Rochdi Sarraj. Towards application of containers routing protocols in open and interconnected logistics networks. INFORMS International Beijing 2012, Jun 2012, China. ⟨hal-00733690⟩
  • Driss Hakimi, Benoit Montreuil, Rochdi Sarraj, Shenle Pan, Eric Ballot. Simulating Physical Internet Enabled Distribution Webs. ‎4th International Conference on Information Systems, Logistics and Supply Chain ‎- ILS 2012, Aug 2012, Québec, Canada. ⟨hal-00733667⟩
  • Driss Hakimi, Benoit Montreuil, Rochdi Sarraj, Eric Ballot, Shenle Pan. Simulating a physical internet enabled mobility web: the case of mass distribution in France. 9th International Conference on Modeling, Optimization & SIMulation - MOSIM'12, Jun 2012, Bordeaux, France. 10 p. ⟨hal-00728584⟩
  • Rochdi Sarraj, Eric Ballot, Shenle Pan. Analogies entre réseau Internet et réseaux de prestations logistiques. Congrès International de Génie Industriel - CIGI 2011, Oct 2011, Canada. ⟨hal-00733529⟩
  • Shenle Pan, Eric Ballot, Frédéric Fontane. Environmental and economic challenges regarding the pooling of the supply chains of small businesses : a look at the food industry in Western France. International Conference on Information Systems, Logistics and Supply Chain (ILS 2010), Apr 2010, Morocco. pp.9. ⟨hal-00733689⟩
  • Shenle Pan, Eric Ballot, Frédéric Fontane. The reduction of greenhouse gas emissions from freight transport by merging supply chains. International Conference on Industrial Engineering and Systems Management (IESM2009), May 2009, Canada. pp.6. ⟨hal-00733688⟩

Book sections3 documents

  • Shenle Pan, Damien Trentesaux, Yves Sallez. Specifying Self-organising Logistics System: Openness, Intelligence, and Decentralised Control. Springer. Service Orientation in Holonic and Multi-Agent Manufacturing, 694, 2017, Studies in Computational Intelligence, ⟨10.1007/978-3-319-51100-9_9⟩. ⟨hal-01491412⟩
  • Chao Chen, Shenle Pan. Using the Crowd of Taxis to Last Mile Delivery in E-Commerce: a methodological research. Service Orientation in Holonic and Multi-Agent Manufacturing, 2016, ⟨10.1007/978-3-319-30337-6_6⟩. ⟨hal-01480533⟩
  • Shenle Pan, Eric Ballot. Open Tracing Container Repositioning Simulation Optimization: A Case Study of FMCG Supply Chain. Springer. Service Orientation in Holonic and Multi-agent Manufacturing, 594, pp.281-291, 2015, Studies in Computational Intelligence, ⟨10.1007/978-3-319-15159-5_26⟩. ⟨hal-01491410⟩

Directions of work or proceedings1 document

  • Mariam Lafkihi, Shenle Pan, Eric Ballot. The Price of Anarchy for Centralising or Decentralising Freight Transport Organisation Through Serious Gaming. Manufacturing Modelling, Management and Control - 9th MIM 2019™, 2019. ⟨hal-02078872⟩

Theses1 document

  • Shenle Pan. Contribution à la définition et à l'évaluation de la mutualisation de chaînes logistiques pour réduire les émissions de CO2 du transport : application au cas de la grande distribution. Gestion et management. École Nationale Supérieure des Mines de Paris, 2010. Français. ⟨NNT : 2010ENMP0051⟩. ⟨pastel-00566265⟩

Habilitation à diriger des recherches1 document

  • Shenle Pan. Horizontal Collaboration for Sustainable Transport and Logistics. Business administration. Université de Valenciennes et du Hainaut-Cambrésis, 2017. ⟨tel-01665920⟩