The present invention relates to a technology for planning transportation of goods from a supply source to a supply destination, which allows the use of transportation modes each with a different transportation time.
Accompanied with globalization with respect to manufacturing and sales locations, the time required for transporting goods between locations has been becoming longer. Especially when supplying products and components to the point of demand, the item and number of the goods to be supplied have to be determined based on estimation with respect to the future demand corresponding to the transportation time. The longer the transportation time is increased, the more difficult the accurate determination becomes, and accordingly, the stock is built up. The high-speed transportation mode such as air freight has been introduced to reduce the transportation time. Generally, however, the cost for the air freight is higher than the sea freight. Therefore the use of the air freight for all the cases is not rational, and the transportation mode is selected depending on the size of the goods to be transported, unit value of the transportation cost, and the adequate transportation time in view of life cycle of the product for respective items. For example, in most of the cases, air freight is used for transporting the electronic device such as the semiconductor component and HDD (Hard Disk Drive) with a short life-cycle and relatively small size. Meanwhile, sea freight is generally used for transporting large-sized goods such as white stuff and elevators.
When using the sea freight, if the additional urgent transportation is required in response to the increased demand just before the transportation resulting from substantially unstable change in the demand of the supply destination, air freight is likely to be used. The use of the air freight in an emergency generally makes the transportation cost higher than the case on the reservation basis. Excessively frequent use of urgent transportation results in the cost increase.
As described above, selection of the transportation mode, and determination of the proportion of the use of the high-speed transportation mode to the low-speed transportation mode may be essential tasks to be achieved. For this, the technology for supporting selection of adequate transportation mode in view of the time and cost for each transportation case has been proposed. For example, Patent Documents 1, 2 and 3 introduce the system which allows efficient selection of the efficient one from transportation modes presented by plural carriers.
The demand to reduce the logistics cost for transporting not only the large-sized goods via sea freight but also the electronic device generally transported via air freight has been increased owing to severe price competition. The use of the sea freight may be the reasonable solution to reduce the cost. Additionally, the sea fright may be efficiently used for improving fuel consumption rate and reducing CO2 emission.
In view of the aforementioned situation, the technology as disclosed in Patent Documents 1, 2 and 3 allows the user to select the transportation mode from the supply source to the supply destination in each case, but fails to allow the user to determine the plan for using both the high-speed and low-speed transportation modes over a prospective period. In order to determine the plan for using plural transportation modes, each transportation amount established by the respective transportation modes has to be appropriately determined in consideration of not only the cost and time for transportation but also the capacity to comply with the demand of the supply destination and the in-transportation stock.
The present invention provides a transportation planning system and a method for the same for efficiently using both high-speed and low-speed transportation modes in the planning of the transportation from a supply source to a supply destination based on the future demand information from the supply destination.
The present invention also provides a transportation planning system and a method for the same for efficiently using both high-speed and low-speed transportation modes in consideration of the transportation cost and the in-transportation stock.
A transportation planning system and a method for the same are structured as described below.
A storage device is provided for storing a demand amount prediction value and a stock plan amount of goods in a supply destination, and a transportation time of the goods from a supply source to the supply destination in accordance with each of plural transportation modes with different transportation times. One of the plural transportation modes is set to a first transportation mode, and another is set to a second transportation mode with a transportation time longer than that of the first transportation mode. A first transportation amount via the first transportation unit is determined by subtracting the stock plan amount at a first future time point and an amount of the goods which arrives at the supply destination via the second transportation mode from the demand amount prediction value at the first future time point after an elapse of the time for transporting the goods via the first transportation mode from a present time from the supply source to the supply destination. A base demand amount corresponding to a part of the demand amount prediction value at a second future time point after an elapse of the transportation time via the second transportation mode from the present time subsequent to the determination of the first transportation amount made by the first transportation amount determination unit is determined as a second transportation amount via the second transportation mode.
The invention also provides the transportation planning system and the method for the same for determining a proportion of the base demand amount to the demand amount prediction value based on the stock cost, transportation cost, and sales opportunity loss in reference to the in-transportation stock amounts via the first and the second transportation modes and the stock amount of the supply destination.
The present invention provides the transportation planning system and the method for the same for efficiently using the high-speed (short transportation time) and the low-speed (long transportation time) transportation modes when planning transportation of goods from the supply source to the supply destination based on the future demand information from the supply destination.
The present invention also provides the transportation planning system and the method for the same for efficiently using the high-speed and the low-speed transportation modes in consideration of the transportation cost and the in-transportation stock amount.
An embodiment of the transportation planning system according to the present invention will be described.
The transportation planning system of the embodiment makes the transportation plan by selectively employing the transportation mode which requires long transportation time at low transportation unit cost such as sea freight, and the transportation mode which requires short transportation time at high transportation unit cost such as air freight for transporting goods corresponding to the demand amount of the supply destination from the supply source to the supply destination. In the planning of transportation, the demand amount prediction value of the supply destination for each week and the possible number of shipments of the supply source for each week are given. It is then assumed that each transportation amount of the sea freight and the air freight, which are available as the transportation modes, is determined for each week.
In the embodiment, two transportation types, that is, sea freight and air freight are employed as the transportation modes for clarifying the explanation. However, transportation by rail, by road and combination thereof may also be used as the transportation mode. Three or more transportation types may also be used. The suitable term as an alternative to the transportation mode which is generally used for indicating the sea freight and the air freight has not been found. Therefore, it will be used in description of the embodiment.
In the embodiment, the terms “amount” and “number” are mixed corresponding to the use of the general term such as “possible number of shipments” and “transportation amount”. In order to indicate the number of the components and devices (countable), the “amount” may be regarded as “number”. Meanwhile, in order to indicate volume and weight of the goods such as liquid (uncountable), the “number” may be regarded as “amount”.
The data stored in the storage device 101, for example, the transportation time, transportation unit cost, stock evaluation unit cost, stock interest rate, sales unit cost, demand amount prediction value, possible number of shipments, transportation amount, and stock amount is held as illustrated in
Each operation of components for forming the transportation planning system as illustrated in
As illustrated in
The transportation amount calculation unit 103 calculates an air freight amount from the supply source in the present week in step S2 (
The transportation amount calculation unit 103 calculates the transportation amount via sea freight from the supply source in the present week in step S3 (
Execution of steps S2 and S3 as described above allows shipment from the supply source via air freight and sea freight in the present week, and determines the transportation amount. That is, the transportation amount calculation unit 103 is divided into two sections; one is a first transportation amount determination unit for obtaining the transportation amount of the transportation mode with short transportation time in step S2, and the other is a second transportation amount determination unit for obtaining the transportation amount of the transportation mode with long transportation time in step S3. The first transportation amount determination unit determines the transportation amount, and then the second transportation amount determination unit determines the transportation amount so as to make the transportation plan in accordance with the demand amount prediction value. Execution of the process in the inverted order may make the possible number of shipments small, which may fail to establish the demand amount prediction value.
The supply source shipment possible number calculation unit 104 updates the shipment possible number data in step S4. Specifically, if the value of shipment amounts via air freight and sea freight in the present week is smaller than the possible number of shipments in the present week, the difference therebetween is added to the possible number of shipments of the next week (at the time point for making the next transportation plan) (
The supply destination stock amount calculation unit 105 calculates the stock amount (plan amount) of the supply destination in step S5 (
The in-transportation stock amount calculation unit 106 sums the in-transportation amounts via air freight and sea freight at the time point of the present week. The obtained value is stored in the storage device 101 as the in-transportation stock amount (
Execution of steps S1 to S6 makes the transportation plan of a given week (transportation amount of air/sea freights). A series of the processing executed as passage of each week allows the transportation plan to be sequentially made.
The aforementioned process is executed based on the base demand amount which is set upon determination with respect to the sea freight transportation amount. The proportion of the transportation amount of the sea freight to the air freight may be approximately determined depending on the base demand amount. It is ideal to determine the proportion based on evaluation of the cost such as transportation cost, stock cost, and sales opportunity loss. In the possible method, for example, the cost evaluation is made using the proportion of the base demand amount to the demand amount prediction value (base proportion) as the parameter so as to select the base proportion which reduces the cost. In order to enable the aforementioned cost evaluation, the cost calculation unit 107 of the transportation planning system 10 is allowed to calculate the transportation cost and the sales opportunity loss through execution of the process as shown in
The transportation cost (
The stock cost may be calculated (multiplied) based on the stock evaluation unit cost (if they are different depending on the week, the value for each week may be used), a stock interest rate (if they are different depending on the week, the value for each week may be used) stored in the storage device 101, and the stock amount for each week obtained through calculation of the supply destination stock amount calculation unit 105 and the in-transportation stock amount calculation unit 106.
The respective costs for the respective weeks may be obtained through the cost calculation as described above, and accordingly, the total cost for a given period, or the average cost for each week may be calculated. The aforementioned costs may be calculated for the respective values of the base proportion as the parameter representing the proportion of the base demand amount to the demand amount prediction value. Then the thus obtained costs are compared to determine the optimum base proportion. The base proportion approximately corresponds to the proportion of the use of sea freight to air freight, thus leading to the optimum mixture of transportation modes.
A computer 20 for planning transportation which incorporates the transportation planning system 10 includes a CPU (Central Processing Unit) 201 which executes various types of computations and commands required for operating the system, a memory 202 which stores an OS (Operating System), an application program having operation contents of the transportation planning system written thereon such as the transportation planning program, and data required for the program, and a communication control unit 203 which controls connection and communication with outside via network as needed. An auxiliary storage device 204 is connected to the computer 20 for planning transportation such that the OS, program and data to be stored in the memory 202 are stored in the auxiliary storage device 204. The user interface which allows the user to operate the transportation planning system and to input/output the data may be incorporated within the computer 20 for planning transportation. A user interface terminal 205 may be disposed outside the computer 20 for planning transportation so as to be connected via the communication control unit 203 of the computer 20 for planning transportation and the network so as to allow the user physically apart from the computer 20 for planning transportation to be accessible and to communicate thereto.
In the aforementioned hardware/software structure, the respective components of the transportation planning system 10 shown in
The storage device 101 is divided into the memory 202 and the auxiliary storage device 204. The memory 202 is mainly used for executing the respective process steps, and the auxiliary storage device 204 is used for storing large-sized data and fixedly storing a large amount of data.
The respective process steps of the demand amount prediction value calculation unit 102, the transportation amount calculation unit 103, the supply source shipment possible number calculation unit 104, the supply source stock amount calculation unit 105, the in-transportation stock amount calculation unit 106, and the cost calculation unit 107 will be executed through interaction among the OS, the transportation planning program, and the CPU (processor) 201 for controlling those programs, which are stored in the memory 202. Upon execution of the processing, various kinds of data stored in the memory 202 and the auxiliary storage device 204 is referred to and updated. The communication control unit 203 controls the communication of the demand amount prediction value calculation unit 102, the transportation amount calculation unit 103, the supply source shipment possible number calculation unit 104, the supply source stock amount calculation unit 105, the in-transportation stock amount calculation unit 106, and the cost calculation unit 107 with the user interface terminal 205 as needed.
The present transportation planning system may be provided in any one of the supply source and the supply destination, or another region. If the system is provided in the supply source, it may be structured to receive the demand amount prediction value required by the supply source via the network. If the system is provided in the supply destination, it may be structured to receive the supply source shipment possible number every other week via the network. The transportation plan made by the transportation planning system may be transmitted to the supply source via the network as the transportation instruction.
In the embodiment as described above, the sea freight and air freight are employed as the transportation modes. However, arbitrary transportation mode is applicable without being limited to the sea freight or air freight so long as the transportation mode with the long transportation time at low transportation cost and the transportation mode with the short transportation time at high transportation cost are employed. In the explanation of the embodiment, the week is used as the unit time for making the transportation plan in accordance with the transportation time for the air freight. However, arbitrary unit time which is shorter than the week may be employed. It is to be noted that the shorter unit time does not necessarily improve the accuracy. It is therefore preferable to make the transportation plan using the transportation time of the transportation mode requiring shorter transportation time as the unit time.
The transportation planning system is applicable to transportation of parts and products from a supply source to a supply destination, which allows the use of transportation modes each requiring different transportation time, for example, operations for planning transportation, instructing transportation, and selecting distributor of general manufacturing, distribution, and logistics industries.
10: transportation planning system, 101: storage device, 102: demand amount prediction value calculation unit, 103: transportation amount calculation unit, 104: supply source shipment possible number calculation unit, 105: supply destination stock amount calculation unit, 106: in-transportation stock amount calculation unit, 107: cost calculation unit, 20: computer for planning transportation, 201: CPU (Central Processing Unit), 202: memory, 203: communication control unit, 204: auxiliary storage device, 205: user interface terminal
| Number | Date | Country | Kind |
|---|---|---|---|
| 2007-332160 | Dec 2007 | JP | national |
| Filing Document | Filing Date | Country | Kind | 371c Date |
|---|---|---|---|---|
| PCT/JP2008/003565 | 12/2/2008 | WO | 00 | 9/23/2010 |