milk procurement route optimisation using gis in a farmers’ dairy organisation
DESCRIPTION
Milk procurement route optimisation using GIS in a farmers’ dairy organisation. Subir Mitra Sr. Manager NDDB, Anand [email protected]. Darsh Worah Dy. Manager NDDB, Anand [email protected]. Mena Paghadar Dy. Manager NDDB, Anand [email protected]. - PowerPoint PPT PresentationTRANSCRIPT
Milk procurement route optimisation using GIS in a farmers’ dairy organisation
Darsh WorahDy. ManagerNDDB, [email protected]
Subir MitraSr. ManagerNDDB, [email protected]
Mena PaghadarDy. ManagerNDDB, [email protected]
Milk procurement system in a typical farmers’ dairy organisationMilk procurement system in a typical farmers’ dairy organisation
Milk procurement route optimisation using GIS in a farmers' dairy organisation
FarmersMilk in vessels Dairy Co-op
Society (DCS)Milk in cans
through vehicles
Dairy plant Chilling Centre
Through trucks
Milk procurement route optimisation using GIS in a farmers' dairy organisation
• A typical milk union in Maharashtra
•138 pick up points
•Milk collected in two shifts
•Routing is manually planned
•Farthest point first
Present case study
Milk procurement route optimisation using GIS in a farmers' dairy organisation
•Tata 407 = 44 cans
•Mahindra max = 40 cans
•Minidor = 20 cans
•Rickshaw = 8 cans
* each can of 40 lit capacity.
Vehicle types and their carrying capacity
•All vehicles - Start from Dairy plant - Come back to Dairy plant
• Dairy co-operative Society – Source points
• Dairy Plant – Sink point
•Volumes change : Summer and Winter
•Medium sized union – 800 source points, 4-6 Chilling centers/Dairy plants
Milk procurement route optimisation using GIS in a farmers' dairy organisation
Milk procurement transportation from villages
Milk procurement route optimisation using GIS in a farmers' dairy organisation
• Efficient transport system
• Minimise transportation cost
• Validating current routes
• Scope of improvement
• Quicker planning
Our objective…
Milk procurement route optimisation using GIS in a farmers' dairy organisation
•Time
•Vehicle Capacity
•Time windows
•Transportation rate
Business constraints
Data Used:•GPS locations of DCS•Road Network
Analysis:Vehicle Routing problem using ArcGIS Network Analyst
Optimised Routes:11 Routes covering 138 DCS
Milk procurement route optimisation using GIS in a farmers' dairy organisation
Methodology
Milk procurement route optimisation using GIS in a farmers' dairy organisation
Pick up points – DCS
Dairy plant
Vehicle type, Capacity, Max Order count, Max travelling Distance
Milk procurement route optimisation using GIS in a farmers' dairy organisation
Dairy plant and DCS locations
Milk procurement route optimisation using GIS in a farmers' dairy organisation
Existing Routes
Milk procurement route optimisation using GIS in a farmers' dairy organisation
Optimised Routes
Milk procurement route optimisation using GIS in a farmers' dairy organisation
Optimised and Existing routes
Milk procurement route optimisation using GIS in a farmers' dairy organisation
Existing route details
Route Name
Vehical type Trip distance (km) Trip cost
1 TATA 407 119 657
2 MAX 207 91 521
3 TATA 407 108 596
4 TATA 407 156 874
5 TATA 407 114 645
6 TATA 407 141 835
7 TATA 407 143 847
8 RIKSHAW 24 112
9 Max Mah 102 574
10 TATA 407 114 612
11 TATA 207 100 588
12 Max Mah 173 862
13 MINI DOR 60 358
TOTAL 1445 8080
Route Name
Vehical type Trip distance (km) Trip Cost
1 Max Mah 145 722
2 Max Mah 130 732
3 Max 207 130 744
4 Tata 407 83 458
5 Tata 407 117 646
6 Tata 407 101 566
7 Tata 407 62 351
8 Tata 407 146 864
9 Tata 407 148 876
10 Tata 407 149 800
11 Tata 407 139 817
Total 1351 7576
Milk procurement route optimisation using GIS in a farmers' dairy organisation
Optimised route details
Milk procurement route optimisation using GIS in a farmers' dairy organisation
EXISTING ROUTES:
No of Routes : 13
Total length : 1445 km / Shift
Cost of transportation : 0.75 Rs/lit
Annual transportation cost : 59 lakh
OPTIMISED ROUTES:
No of Routes : 11
Total length: 1350 km/shift
Cost of transportation: 0.70 Rs/lit
Annual transportation cost : 55.3 lakh
Annual savings of Rs. 3.7 lakh
6 % savings on annual basis
Results
• GIS Technology for Farmers’ organisation
• Initial hand holding and training required
• Better road network – Better optimisation
Milk procurement route optimisation using GIS in a farmers' dairy organisation
Conclusion
Milk procurement route optimisation using GIS in a farmers' dairy organisation