Usage-based insurance cost determination system and method
A system and method for calculating and applying insurance costs. For vehicle insurance under one embodiment of the present invention, insurance costs are calculated on a per-mile basis in a nonlinear fashion, assigning different levels of risk based upon the distance driven by a customer. In one embodiment of the present invention, the first miles or kilometers driven by a customer are assigned a greater level of risk than later-driven miles or kilometers. The present invention provides an actuarial method that more closely conforms the cost of insurance for a particular vehicle to its annual mileage by creating a Rate Per Mile Factor (RMF), where the RMF is expressed as a function of annual mileage.
1. A transportation vehicle system comprising:
a transportation vehicle comprising an odometer, an engine, an electric battery, an onboard diagnostics (OBD) port, and an engine control unit, wherein the OBD port receives diagnostic codes of the engine control unit and the odometer;
an antenna configured to wirelessly transmit data from the transportation vehicle over a wireless network communicatively connecting the antenna in the transportation vehicle to an electronic server device;
an onboard vehicle data recorder communicatively coupled to a telematics interface of the transportation vehicle, wherein the telematics interface comprises the OBD port of the transportation vehicle,
wherein the onboard vehicle data recorder comprises circuitry, which is powered by the electric battery and which causes the onboard vehicle data recorder to:
collect, through the OBD port, the actual distance traveled by the transportation vehicle as measured by the odometer of the transportation vehicle;
record in computer memory of the onboard vehicle data recorder, the actual distance traveled; and
transmit, through the antenna, the actual distance traveled to the electronic server device; and
the electronic server device, comprising:
a processor; and
a memory unit operatively connected to the processor and including computer code that, when processed by the processor, causes the electronic server device to:
receive from the antenna in the transportation vehicle information concerning one of actual distance traveled and estimated distance traveled;
calculate, in a computational platform, a user premium based at least in part upon: the one of actual distance traveled and estimated distance traveled, and a variable rate per distance unit factor, the rate per distance unit factor decreasing over a first range as the one of actual distance traveled and estimated distance traveled increases;
wherein the user premium is calculated using a rate per distance unit equation for a rate per distance unit curve, wherein the rate per distance unit equation is determined by:
processing, by the processor, a received plurality of distance data and loss data;
correlating, by the processor, the distance data with the loss data, the correlation exhibiting a curve with non-linear distance-based relationship; and
applying, by the processor, a curve fitting technique to the correlated distance data and loss data to find an equation that closely matches the exhibited curve;
wherein the transportation vehicle system comprises a meter that increases in value as the transportation vehicle travels over the actual distance traveled as measured by the odometer of the transportation vehicle, but where the value of the meter increases at a first rate when the odometer of the vehicle is within the first range, and then increases at a second rate when the odometer of the vehicle is outside the first range.
2. The transportation vehicle system of claim 1 , wherein the variable rate per distance unit factor increases over a second range subsequent in distance to the first range as the one of actual distance traveled and estimated distance traveled increases.
3. The transportation vehicle system of claim 1 , wherein the user premium is further based upon at least one of:
an age of a user;
a gender of the user;
a marital status of the user;
a vehicle type;
a driving record of the user; and
a geographical location of the user's residence.
4. The transportation vehicle system of claim 1 , wherein the electronic server device is a distance server computer.
5. The transportation vehicle system of claim 1 , wherein the electronic server device is a remote server computer.
6. A transportation vehicle system comprising:
a transportation vehicle comprising an odometer, an engine, an electric battery, an onboard diagnostics (OBD) port, and an engine control unit, wherein the OBD port receives diagnostic codes of the engine control unit and the odometer;
an antenna configured to wirelessly transmit data from the transportation vehicle over a wireless network communicatively connecting the antenna in the transportation vehicle to an electronic server device;
an onboard vehicle data recorder communicatively coupled to a telematics interface of the transportation vehicle, wherein the telematics interface comprises the OBD port of the transportation vehicle,
wherein the onboard vehicle data recorder comprises circuitry, which is powered by the electric battery and which causes the onboard vehicle data recorder to:
collect, through the OBD port, the actual distance traveled by the transportation vehicle as measured by the odometer of the transportation vehicle;
record in computer memory of the onboard vehicle data recorder, the actual distance traveled; and
transmit, through the antenna, the actual distance traveled to the electronic server device; and
the electronic server device, comprising:
a processor; and
a memory unit operatively connected to the processor and including computer code that, when processed by the processor, causes the electronic server device to:
process information received from the antenna in the transportation vehicle concerning one of actual distance traveled and estimated distance traveled; and
calculate, in a computational platform, a customer premium based at least in part upon: the one of actual distance traveled and estimated distance traveled, and a variable rate per distance unit factor, the rate per distance unit factor decreasing over a first range as the one of actual distance traveled and estimated distance traveled increases;
wherein the rate per distance unit factor is calculated based upon the formulae:
exp( c *( L−x )) if x<L;
exp( d *( x−U )) if x>U;
1 if L<=x<=U;
wherein x is the one of actual distance traveled and estimated distance traveled; wherein L represents a lower bound for a distance range where the rate per distance unit factor possesses its lowest value; wherein U represents an upper bound for the distance range where the rate per distance unit factor possesses its lowest value, and wherein c and d are parameters set by an entity; and
wherein the transportation vehicle system comprises a meter that increases in value as the transportation vehicle travels over the actual distance traveled as measured by the odometer of the transportation vehicle, but where the value of the meter increases at a first rate when the odometer of the vehicle is within the first range, and then increases at a second rate when the odometer of the vehicle is outside the first range.
7. The transportation vehicle system of claim 6 , wherein the variable rate per distance unit factor increases over a second range subsequent in distance to the first range as the one of actual distance traveled and estimated distance traveled increases.
8. The transportation vehicle system of claim 6 , wherein the electronic server device is a distance server computer.
9. The transportation vehicle system of claim 6 , wherein the electronic server device is a remote server computer.
10. A transportation vehicle system comprising:
a transportation vehicle comprising an odometer, an engine, an electric battery, an onboard diagnostics (OBD) port, and an engine control unit, wherein the OBD port receives diagnostic codes of the engine control unit and the odometer;
an antenna configured to wirelessly transmit data from the transportation vehicle over a wireless network communicatively connecting the antenna in the transportation vehicle to an electronic server device;
an onboard vehicle data recorder communicatively coupled to a telematics interface of the transportation vehicle, wherein the telematics interface comprises the OBD port of the transportation vehicle,
wherein the onboard vehicle data recorder comprises circuitry, which is powered by the electric battery and which causes the onboard vehicle data recorder to:
collect in real-time, through the OBD port, the actual distance traveled by the transportation vehicle as measured by the odometer of the transportation vehicle;
record in computer memory of the onboard vehicle data recorder, the actual distance traveled; and
transmit, through the antenna, the actual distance traveled to the electronic server device; and
the electronic server device, comprising:
a processor; and
a memory unit operatively connected to the processor and including computer code that, when processed by the processor, causes the electronic server device to:
receive from the antenna of the transportation vehicle information concerning one of actual distance traveled and estimated distance traveled; and
calculate, a user premium based at least in part upon:
the one of actual distance traveled and estimated distance traveled, and
a variable rate per distance unit factor, the rate per distance unit factor decreasing over a first range as the one of actual distance traveled and estimated distance traveled increases;
wherein the rate per distance unit factor is calculated based upon the formulae:
1+ c *( L−x )^ p if x<L;
1+ d *( x−U )^ p if x>U;
1 if L<= − x<=U;
wherein x is one of actual distance traveled and estimated distance traveled; wherein L represents a lower bound for a distance range where the rate per distance unit factor possesses its lowest value; wherein U represents an upper bound for the distance range where the rate per distance unit factor possesses its lowest value, and wherein c, d and p are parameters set by an entity; and
wherein the transportation vehicle system comprises a meter that increases in value as the transportation vehicle travels over the actual distance traveled as measured by the odometer of the transportation vehicle, but where the value of the meter increases at a first rate when the odometer of the vehicle is within the first range, and then increases at a second rate when the odometer of the vehicle is outside the first range.
11. The transportation vehicle system of claim 10 , wherein the variable rate per distance unit factor increases over a second range subsequent in distance to the first range as the one of actual distance traveled and estimated distance traveled increases.
12. The transportation vehicle system of claim 10 , wherein the user premium is further based upon at least one of:
an age of a user;
a gender of the user;
a marital status of the user;
a vehicle type;
a driving record of the user; and
a geographical location of the user's residence.
13. The electronic device of claim 10 , wherein the user premium is calculated using a rate per distance unit equation for a rate per distance unit curve.
14. The transportation vehicle system of claim 10 , wherein the electronic server device is a distance server computer.
15. The transportation vehicle system of claim 10 , wherein the electronic server device is a remote server computer.