SYSTEMS AND METHODS FOR ROUTE PLANNING

• US 20160075333A1
• Filed: 09/11/2014
• Published: 03/17/2016
• Est. Priority Date: 09/11/2014
• Status: Active Grant

• Current Assignee: Cummins Incorporated
• Original Assignee: Cummins Incorporated
• Inventors: Sujan, Vivek Anand, Lana, Carlos Alcides, Kolhouse, Steven J., Vajapeyazula, Phani, Yonushonis, Thomas M., Wills, J. Stephen
• Granted Patent: US 9,650,042 B2
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: B60W 10/02 including control of driveline clutches
• CPC Class Codes: B60W 10/04 including control of propulsion units
• CPC Class Codes: B60W 10/18 including control of braking systems
• CPC Class Codes: B60W 10/30 including control of auxiliary equipment, e.g. air-conditioning compressors or oil pumps
• CPC Class Codes: B60W 2050/0031 Mathematical model of the vehicle
• CPC Class Codes: B60W 2530/10 Weight
• CPC Class Codes: B60W 2555/20 Ambient conditions, e.g. wind or rain
• CPC Class Codes: B60W 2556/50 of positioning data, e.g. GPS [Global Positioning System] data
• CPC Class Codes: B60W 30/10 Path keeping cruise control for automatically following a preceding vehicle B60W30/165
• CPC Class Codes: B60W 40/02 related to ambient conditions
• CPC Class Codes: B60W 40/13 Load or weight
• CPC Class Codes: B60W 50/0097 Predicting future conditions
• CPC Class Codes: G01C 21/3469 Fuel consumption; Energy use; Emission aspects
• CPC Class Codes: G05D 1/0217 in accordance with energy consumption, time reduction or distance reduction criteria
• CPC Class Codes: G06Q 10/047 Optimisation of routes or paths, e.g. travelling salesman problem
• CPC Class Codes: G06Q 10/083 Shipping
• CPC Class Codes: G06Q 50/40 Business processes related to the transportation industry shipping G06Q10/083
• CPC Class Codes: G07C 5/085 using electronic data carriers
• CPC Class Codes: G08G 1/096827 where the route is computed onboard
• CPC Class Codes: G08G 1/096838 where the user preferences are taken into account or the user selects one route out of a plurality
• CPC Class Codes: G08G 1/202 : Dispatching vehicles on the basis of a location, e.g. taxi dispatching

Abstract

Systems and methods are disclosed for determining a recommended route reference for a vehicle based on simulations of a model of the vehicle including load information, route information, and a cost strategy, and providing commands to an output device based on the recommended route reference to provide an operator of the vehicle with feedback on the recommended route reference and/or to control the vehicle.

Claims

1. A method, comprising:

receiving, from a plurality of input devices in a vehicle system, route information for each of a plurality of possible routes, vehicle information of the vehicle system, and cargo load information for each of one or more cargo loads and a performance target;

determining, with a controller, a model of the vehicle system based on at least one of a powertrain, an air handling system, a fuel management system, and an exhaust aftertreatment system, the powertrain including an engine and a transmission;

running a simulation based on the model of the vehicle system, the route information, the vehicle information, the cargo load information, and the performance target; and

determining one or more route reference recommendations based on a result of the simulation.

2. The method of claim 1, wherein the result of the simulation includes at least one of a torque curve, a fuel economy, an emission performance of the exhaust aftertreatment system, and a vehicle wear.

3. The method of claim 1, wherein providing the one or more route reference recommendations includes providing at least one of an estimated trip time, one of the plurality of possible routes, a number of stops, a fuel amount at any position along the one of the plurality of possible routes, a speed of the vehicle system, and a gear of the vehicle system.

4. The method of claim 1, further comprising:

receiving, from the plurality of input devices, an environment condition,

wherein running the simulation is further based on the environment condition, and

wherein the environment condition includes at least one of a wind amount, a precipitation amount, a precipitation type, and a relative humidity.

5. The method of claim 4, wherein receiving the environment condition includes receiving at least one of a wind amount, a precipitation condition, an altitude, and a relative humidity.

6. The method of claim 1, further comprising:

updating the model in real-time at any position along one of the plurality of possible routes,

wherein running the simulation is further based on the updated model.

7. The method of claim 1, wherein the output device includes at least one of an on-board diagnostic connected device, an indicator lamp, a gauge, a printer, a memory device, a speaker, a display device, a brake actuator, a throttle actuator, a fuel injector, the engine, the transmission, and a final drive of the vehicle.

8. The method of claim 1, further comprising:

providing the one or more route reference recommendations to an output device.

9. The method of claim 1, further comprising:

performing at least one of the one or more route reference recommendations with the controller.

10. The method of claim 1, wherein the performance target includes at least one of a cost minimization strategy, a fuel efficiency maximization strategy, a system wear minimization strategy, and an income maximization strategy.

11. A method, comprising:

interpreting, with a controller in a vehicle, one or more cargo load references and one or more performance targets from a user input device;

interpreting a plurality of available routes from a mapping input device, each of the available routes including route information;

generating a model of the vehicle, the vehicle including a powertrain, an intake system, an exhaust system, and an exhaust aftertreatment system, the powertrain including an engine and a transmission;

simulating the model of the vehicle based on the available routes and route information, the cargo load references, and the performance targets; and

determining a route reference recommendation based on a result of simulating the model,

wherein generating the model of the vehicle is based on at least one of the powertrain, the intake system, the exhaust system, and the exhaust aftertreatment system.

12. The method of claim 11, wherein the cargo load references include at least one of a load weight, a load pickup time, a load pickup location, a load drop-off time, and a load drop-off location.

13. The method of claim 12, wherein the cargo load references further include at least one of a temperature setting, a hazardous material cost, an insurance cost, and a permitting cost.

14. The method of claim 11, further comprising interpreting a current operating condition of the vehicle, wherein simulating the model is further based on the current operating condition of the vehicle.

15. The method of claim 14, wherein interpreting the current operating condition of the vehicle includes interpreting at least one of a wheel speed, a fuel amount, a brake position, a torque curve, an air-to-fuel ratio, an engine condition, an environment condition, and a longitudinal velocity of the vehicle.

16. The method of claim 11, further comprising:

determining whether the vehicle is in automated mode; and

providing a vehicle speed control command based on the route reference recommendation, when the vehicle is determined to be in automated mode, to a vehicle speed control device for controlling the vehicle.

17. The method of claim 16, wherein controlling the vehicle includes controlling at least one of a brake actuator position, a throttle actuator position, a fuel injector, an engine torque, a transmission gear ratio, and a final drive selection.

18. The method of claim 11, further comprising:

displaying the route reference recommendation on a feedback device.

19. The method of claim 11, further comprising:

performing the route reference recommendation with the controller.

20. The method of claim 11, wherein the performance targets include at least one of a cost minimization strategy, a fuel efficiency maximization strategy, a system wear minimization strategy, and an income maximization strategy.

21. A system, comprising:

a vehicle including a powertrain and an exhaust aftertreatment system, wherein the powertrain includes an engine and a transmission; and

an electronic controller in operative communication with a plurality of inputs operable to provide signals indicating conditions of at least a portion of the vehicle, wherein the electronic controller includes;

a vehicle modeling module structured to determine a model of the vehicle;

a cost analysis module structured to determine a cost index function based on a cost strategy; and

a route reference determination module structured to determine a recommended route reference based on the vehicle model, the cost index function, a plurality of possible routes, and at least one of a torque curve, a fuel condition, an emission condition, a vehicle wear condition, a vehicle condition, a load condition, a route condition, an environment condition, a cost, and a constraint condition.

22. The system of claim 21, wherein the fuel condition includes a fuel amount, a fuel cost, a fuel tank capacity, a number of fueling stops, and a distance between each of the fueling stops.

23. The system of claim 21, wherein the emission condition includes at least one of an emission output, an emission performance level, and a regeneration frequency of one or more components of the aftertreatment system.

24. The system of claim 21, wherein the vehicle condition includes at least one of a rolling resistance, an air resistance, a gearing of the powertrain, a friction of the powertrain, a wear value of the powertrain, a maximum torque output, a temperature reading, a pressure amount, an air-to-fuel ratio, and an actuator position.

25. The system of claim 21, wherein the load condition includes at least one of a load weight, a load pickup time, a load pickup location, a load drop-off time, a load drop-off location, a temperature setting, a hazardous material cost, an insurance cost, and a permitting cost for a plurality of loads.

26. The system of claim 21, wherein the route condition includes at least one of a route surface grade, a route surface type, a maximum speed limit, a minimum speed limit, a maximum route trip time, a traffic condition, and an elevation.

27. The system of claim 21, wherein the environment condition includes at least one of a wind amount, a precipitation amount, a precipitation type, and a relative humidity.

28. The system of claim 21, wherein the constraint condition includes at least one of a start time, an end time, a maximum travel duration, a maximum number of fuel stops, a minimum fuel amount, a minimum number of rest periods, a maximum number of rest periods, a minimum rest duration, and a maximum rest duration for each of the rest periods.

29. The system of claim 21, wherein the cost strategy includes at least one of minimizing a fuel cost, minimizing a total cost, minimizing an emission output cost, minimizing a vehicle wear cost, minimizing a consumer cost, minimizing a ton-mile cost, minimizing a vehicle maintenance cost, and minimizing a cargo cost.

30. The system of claim 21, wherein the recommended route reference is further based on at least one of one or more top speed limitations, one or more drop-off orders, one or more gear selection schemes, one or more cost incidents, and a sensitivity analysis.

31. The system of claim 21, wherein the output control module is further structured to determine at least one of a vehicle speed command to control a speed of the vehicle and a vehicle gear command to control a gear selection of the vehicle in response to the recommended route reference and a current operating condition of the vehicle.

32. The system of claim 31, wherein the current operating condition of the vehicle includes at least one of a current wheel speed, a current fuel amount, a current actuator position, a current torque output, a current air-to-fuel ratio, an engine condition, and a current longitudinal velocity of the vehicle.

33. The system of claim 32, wherein the engine condition includes at least one of an ambient air pressure, an ambient air temperature, a throttle position of the engine, and a torque output of the engine.

34. The system of claim 21, wherein the electronic controller further includes:

an output control module structured to provide a route reference to an output device based on the recommended route reference.

35. The system of claim 21, wherein the electronic controller further includes:

an output control module structured to control the vehicle in accordance with the recommended route reference.

36. A system, comprising:

a vehicle including a powertrain, an air handling system, a fuel management system, and an exhaust aftertreatment system, wherein the powertrain includes an engine and a transmission; and

an electronic controller in operative communication with a plurality of inputs operable to provide signals indicating conditions of at least a portion of the vehicle, wherein the electronic controller includes;

a vehicle modeling module structured to determine a model of the vehicle based on at least one of the powertrain, the air handling system, the fuel management system, the exhaust aftertreatment system, and a vehicle condition;

a cost analysis module structured to determine a cost index function based on the model of the vehicle and a cost strategy;

a simulation module structured to run one or more simulations based on the vehicle model, the cost index function, at least one of a vehicle performance information, a load information, a constraint, and available route information of one or more available routes; and

a route reference determination module structured to determine one or more route reference recommendations based on the simulations.

37. The system of claim 36, wherein the available route information includes at least one of route surface grade, a route surface type, a traffic condition, a maximum speed limit, a minimum speed limit, and an elevation.

38. The system of claim 36, wherein the vehicle condition includes at least one of a rolling resistance, an air resistance, a powertrain gearing, a powertrain friction, a powertrain wear value, a maximum torque output, a temperature reading, a pressure amount, an air-to-fuel ratio, and an actuator position.

39. The system of claim 36, wherein the load information includes at least one of a load weight, a load pickup reference, a load drop-off reference, and a load requirement, and wherein each of the load pickup reference and the load drop-off reference include a time and a location.

40. The system of claim 39, wherein the load requirement includes at least one of a temperature setting, a hazardous material cost, an insurance cost, and a permitting cost.

41. The system of claim 36, wherein the constraint includes at least one of a start time, an end time, a maximum travel duration, a maximum number of fuel stops, a minimum fuel amount, a minimum number of rest periods, a maximum number of rest periods, a minimum rest duration, and a maximum rest duration for each of the rest periods.

42. The system of claim 36, wherein the cost strategy comprises a cost minimization strategy that includes at least one of a minimized fuel cost, a minimized total cost, an minimized emission output cost, a minimized vehicle wear cost, a minimized consumer cost, a minimized ton-mile cost, a minimized vehicle maintenance cost, and a minimized cargo cost.

43. The system of claim 36, wherein the electronic controller further includes an output control module structured to provide a command to an output device based on the one or more route reference recommendations and wherein the output device includes at least one of a memory device, a sensory feedback device, and a vehicle speed control device.

44. The system of claim 43, wherein the sensory feedback device includes at least one of a human machine interface, an on-board diagnostic connected device, an indicator lamp, a gauge, a printer, a speaker, and a display device.

45. The system of claim 43, wherein the vehicle speed control device includes at least one of a brake actuator, a throttle actuator, a fuel injector, the engine, the transmission, and a final drive of the vehicle.

46. The system of claim 36, wherein the electronic controller further includes an output control module structured to control the vehicle in accordance with at least one of the one or more route reference recommendations.