Progressive Logistics System

Transcript

1. Progressive Logistics System Hyungsul Kim
2. Ph. D. in Computer Science, UIUC (Data Mining) Co-founder and CTO of Mesh Korea (5-year old startup) Hyungsul Kim
3. Mesh Korea Solution Provider for Trucking & Long Line Haul:
 VROONG TMS Solution Dominant Last-mile Logistics Platform Provider:
 VROONG Delivery Service
4. VROONG
 Delivery Service
5. Combining its core technology & physical infrastructure,
 Mesh Korea currently serves +100 clients from various retail sectors
6. 39 2016 All Rights Reserved by Mesh Korea Co., Ltd. DELIVERY SCENES ON MAJOR F&B BRANCHES
8. 32 2016 All Rights Reserved by Mesh Korea Co., Ltd. VROONG bag v.3.0 VROONG bag v. 4.0 Patent
9. 33 2016 All Rights Reserved by Mesh Korea Co., Ltd. Vest with Many Pockets for Receipts / Labels Specialized Raincoat Helmet with Bluetooth Mic.
10. 34 2016 All Rights Reserved by Mesh Korea Co., Ltd. educational sessions, driver’s are enforced to driver more safely Safety Campaign
11. Evolution of Commerce
12. Logistics
 Core Value User’s Perspective
13. Online 
 Grocery Sales To Surge
15. Delivering parcels efficiently requires experience and know-how • Efficient Routes • District Locations • Entrance Locations • Drop-off Locations • Parking Spots • Hidden Roads "New employees are able to deliver only half of what veterans can” Yamato President Yutaka Nagao
17. Deliveries are assigned by experienced managers • Delivery zones are segmented and assigned to drivers • Based on the delivery zones, daily deliveries are distributed to drivers with some changes
18. Problems of Reliance on Experienced Workers in Logistics • Experienced Labor Shortage • Sub-optimal plans due to too complicated optimization tasks • Hard to accumulate knowledge and insights within an organization • Unclear decision-making process, causing integrity problems
19. Conventional Transportation Management System Master Data
 Managing Planning Executing &
 Monitoring Reporting
20. Progressive Transportation Management System Master Data
 Managing Planning Executing &
 Monitoring Reporting & Learning • Delivery Patterns • Routes Taken by Drivers • Parking Spots • Client Delivery Histories • …
21. Meta Heuristics Parallel Algorithms for High Performance Computing 7300/(
    5.4
    ,FZ
    'FBUVSF
     5IF
    HPBM
    PG
    7FIJDMF
    3PVUJOH
    1SPCMFN
    731
    JT
    UP
    OE
    PQUJNBM
    ESJWFS
    BTTJHONFOUT BOE
    SPVUFT
    GPS
    NBLJOH
    EFMJWFSJFT
    PO
    UJNF
    XJUIJO
    HJWFO
    UJNF
    XJOEPX 6OMJLF
    PUIFS
    5.4
    7300/(
    5.4
    SVOT
    
    NFUBIFVSJTUJDT
    BMHPSJUINT
    JO
    QBSBMMFM UP
    RVJDLMZ
    QSPEVDF
    PQUJNBM
    SFTVMU Advantages of VROONG ENGINE's meta-heuristics algorithm #FDBVTF
    QSPEVDJOH
    PQUJNBM
    TPMVUJPO
    UP
    731
    JT
    WFSZ
    EJDVMU
    UIF
    HPBM
    JT
    UP
    OE
    UIF
    CFTU
    TPMVUJPO XJUIJO
    UIF
    HJWFO
    BNPVOU
    PG
    UJNF
    7300/(
    &/(*/&T
    DPNCJOFE
    VUJMJ[BUJPO
    PG
    "-/4
    BMHPSJUIN  1301&3 3&46-5  1301&3 3&46-5  1301&3 3&46-5  015*."- 10*/5 1BSBMMFM
    "MHPSJUIN SIMULATED ANNEALING Technique involving heating and controlled cooling of a material to increase the size of its crystals and reduce their defects GENETIC ALGORITHM Inspired by the process of natural selection that belongs to the larger class of evolutionary algorithms TABU SEARCH Tabu Search is its use of adaptive memory, which creates a more flexible search behavior ADAPTIVE LARGE NEIGHBORHOOD SEARCH Proposed exploiting the ruin-and-recreate principle, The various destruction and reconstruction operators take advantage of the hierarchical nature of the problem VROONG TMS Meta-Heuristic Algorithm
22. In logistics operation, routing constraints keep changing due to many factors
 including new business requirements and delivery environments
32. Addressing a new requirement instantly
33. Plug-and-Play Constraints Plug-in Delivery Constraints VROONG ENGINE provides more than 50 delivery constraints of which any combinations can easily be applied to address the real environment accurately.
34. Pattern Mining Process
35. Delivery Patterns Delivery Pattern %FMJWFSZ
    ESJWFST
    EJTSFHBSE
    UIF
    SFDPNNFOEFE SPVUFT
    GSPN
    5.4
    CFDBVTF
    JU
    EPFT
    OPU
    SFFDU DFSUBJO
    BTQFDUT
    PG
    UIF
    SPBE
    UIBU
    POMZ
    ESJWFST DBO
    LOPX
    OP
    XBJUJOH
    OP
    6UVSO
    FUD  "T
    B
    SFTVMU
    UIF
    PWFSBMM
    SFMJBCJMJUZ
    PG
    UIF
    5.4
    ESPQT Drawbacks of other TMS 7300/(
    &/(*/&
    ESBXT
    B
    QBUUFSO
    GSPN
    OPU
    FBTJMZ SFDPHOJ[BCMF
    DIBSBDUFSJTUJDT
    PG
    UIF
    EFMJWFSZ
    SPVUFT ESJWFST
    QSFGFSFODF
    FYQFSJFODF
    FUD BOE
    VTFT
    UIF
    FYUSBDUFE
    JOGPSNBUJPO
    UP
    QSPWJEF USVTUXPSUIZ
    SPVUFT
    UIBU
    NJOJNJ[FT
    UIF
    JOFDJFODZ UISPVHIPVU
    UIF
    XIPMF
    EFMJWFSZ
    QSPDFTT Advantage of VROONG ENGINE 0UIFS
    5.4 7300/(
    5.4 6TJOH
    NBQ
    BOE
    USBD
    POMZ
    GPS
    UIF
    QSPCMFN
    NBSHJOBMJ[FT
    UIF
    EZOBNJD
    OBUVSF
    PG
    UIF
    SFBM
    FOWJSPONFOU 5P
    NJUJHBUF
    TVDI
    MJNJUBUJPO
    7300/(
    &/(*/&
    JEFOUJFT
    QBUUFSOT
    GSPN
    UIF
    EFMJWFSJFT
    NBEF
    CZ
    UIF
    ESJWFST BOE
    BQQMZ
    UIFN
    BMPOH
    XJUI
    UIF
    SFBMUJNF
    SPBE
    JOGPSNBUJPO
    UP
    DPNQVUF
    UIF
    SPVUFT
    UIBU
    SFFDU
    UIF
    SFBM
    FOWJSPONFOU
36. Standardizing Addresses in Malaysia Input Address 41, USJ18/1C, 47630 Subang Jaya, Selangor Subang Jaya - Usj 18, Subang Jaya, Selangor Standardized Address 41, Jalan USJ 18/1c, Usj 18, 47630 Subang Jaya, Selangor, Malaysia Geocoded Address 41 Jalan USJ 18/1C, USJ 18, 47630 Subang Jaya, Selangor, Malaysia Input Address 4 jln cengal 2, taman impian ehsan,43300 seri kembangan, selangor Taman Impian Ehsan, Seri Kembanga n, Selangor Standardized Address 4 Jalan Cengal 2, Taman Impian Ehsan, 43300 Seri Kembangan, Selangor, Malaysia Geocoded Address 4 Jalan Cengal 2, Kawasan Perniagaan Desa Ria, 43300 Balakong, Selangor, Malaysia Removed Duplicates Remove Abbreviation Different street names with the same coordinates Removed Duplicates
37. A step toward unmanned logistics