CN110147973A - Freight charges accounting method and device based on internet of things equipment - Google Patents
Freight charges accounting method and device based on internet of things equipment Download PDFInfo
- Publication number
- CN110147973A CN110147973A CN201910428695.6A CN201910428695A CN110147973A CN 110147973 A CN110147973 A CN 110147973A CN 201910428695 A CN201910428695 A CN 201910428695A CN 110147973 A CN110147973 A CN 110147973A
- Authority
- CN
- China
- Prior art keywords
- information
- vehicle
- logistics
- freight charges
- warehouse
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/083—Shipping
- G06Q10/0834—Choice of carriers
- G06Q10/08345—Pricing
Landscapes
- Business, Economics & Management (AREA)
- Engineering & Computer Science (AREA)
- Economics (AREA)
- Quality & Reliability (AREA)
- Entrepreneurship & Innovation (AREA)
- Human Resources & Organizations (AREA)
- Marketing (AREA)
- Operations Research (AREA)
- Development Economics (AREA)
- Strategic Management (AREA)
- Tourism & Hospitality (AREA)
- Physics & Mathematics (AREA)
- General Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The present invention relates to a kind of freight charges accounting method and device based on internet of things equipment, comprising: acquisition logistics contract information, vehicle model information and logistics cost element information；Vehicle obtains the driving trace information of vehicle by GPS device；Freight charges are calculated according to the logistics contract information, logistics cost element information and driving trace information, the present invention by being acquired to data, vehicle driving availability deciding and freight charges are calculated, human intervention is not needed, so that freight charges calculate accuracy height, it is capable of the business authenticity of objective reaction stream enterprise, with good scalability rules customization can be carried out towards the loglstics enterprise of different service types.
Description
Technical field
The invention belongs to traffic safety technical field of auxiliary equipment, and in particular to a kind of fortune based on internet of things equipment
Take accounting method and device.
Background technique
It, can be real by extremely low cost with gradually mature, the continuous development of vehicle-mounted hardware technology of technology of Internet of things
When get the data such as running track, oil consumption, the driving habit of vehicle.The development of Internet technology, greatly reduces data
Storage and operation cost provide support platform for the processing analysis for carrying out big data based on car networking.
In the related technology, freight charges are the cores of logistics cost.China's Logistics Industry, due to whole standardization level is not high,
Information is opaque, business is complicated, vehicle condition is irregular, practitioner's quality is not high, and actual freight accounting is caused to lack visitor
Sight standard mostly uses greatly the extensive mode such as micro-judgment.
For serving the financial institution of loglstics enterprise, vehicle review and freight charges accounting are to determine that loglstics enterprise business is true out
Property, and the key of income, cost, profit norm.But the acquisition and accounting of this partial data, other than industry reality,
It there is the following problem:
(1) freight quotation of loglstics enterprise, there are information asymmetries, lack a transparent, just and sound model；
(2) freight charges, itself is obvious with type of service, route, seasonal fluctuation, and there are apparent dull and rush season differences；
(3) the unsolicited waybill of loglstics enterprise, financial data, on subjective desire, there is fraud may.
Summary of the invention
In view of this, it is an object of the invention to overcome the deficiencies of the prior art and provide a kind of based on internet of things equipment
Freight charges accounting method and device, to solve that freight quotation inaccuracy and asking for freight charges cannot can not be calculated automatically in the prior art
Topic.
In order to achieve the above object, the present invention adopts the following technical scheme: a kind of freight charges accounting side based on internet of things equipment
Method, comprising:
Acquire logistics contract information, vehicle model information and logistics cost element information；
Vehicle obtains the driving trace information of vehicle by GPS device；
Freight charges are calculated according to the logistics contract information, logistics cost element information and driving trace information.
Further, the logistics contract information includes: the starting point warehouse information and terminal warehouse information that logistics is delivered；
The vehicle model information includes: the brand and model of vehicle；
The logistics cost element information are as follows: according to Logistics Types and logistics region specified data.
Further, the vehicle obtains the driving trace information of vehicle by GPS device, comprising:
The GPS device obtains the real-time track point of vehicle at regular intervals；
All tracing points are normalized using clustering algorithm, invalid tracing point is excluded, obtains effective tracing point；
The distance between effective tracing point of adjacent two is calculated one by one, it is cumulative to obtain driving trace.
Further, described according to the logistics contract information, logistics cost element information and driving trace information meter
Calculate freight charges, comprising:
It is enclosed by starting point warehouse information, terminal warehouse information and warehouse electronics that logistics contract information determines that logistics is delivered
Column；
The driving trace information of vehicle cut and obtains out wheel paths；
Dispatching distance is calculated by the wheel paths out；
Freight charges are calculated according to the wheel paths out, vehicle, dispatching distance.
Further, the starting point warehouse information includes: the longitude and latitude in starting point warehouse；
The terminal warehouse information includes: the longitude and latitude in terminal warehouse.
Warehouse fence is the circular fence constructed centered on warehouse longitude and latitude.
Further, triggering once arrives storehouse, from storehouse event after vehicle enters the warehouse list fence.
Further, according to it is described to storehouse, from storehouse event to the driving trace information carry out interception obtain multistage it is effective
Go out wheel paths.
Further, according to it is described to storehouse, from storehouse event to the driving trace information carry out interception obtain multistage it is effective
Go out wheel paths.
Further, the wheel paths out include:
City distribution and main line dispatching.
The embodiment of the present application provides a kind of freight charges accounting device based on internet of things equipment, comprising:
First obtains module, for acquiring logistics contract information, vehicle model information and logistics cost element information；
Second obtains module, obtains the driving trace information of vehicle by GPS device for vehicle；
Processing module, based on according to the logistics contract information, logistics cost element information and driving trace information
Calculate freight charges
Further, the driving trace information for obtaining vehicle by GPS device for vehicle, comprising:
The GPS device obtains the real-time track point of vehicle at regular intervals；
All tracing points are normalized using clustering algorithm, invalid tracing point is excluded, obtains effective tracing point；
The distance between effective tracing point of adjacent two is calculated one by one, it is cumulative to obtain driving trace.
The invention adopts the above technical scheme, and the beneficial effect that can reach includes:
Propose the system architecture of complete set, comprising data acquisition, track availability deciding and freight charges Accounting Model；
The accounting of freight charges, is automatically completed by algorithm, is not required to the intervention of very important person；
Freight charges calculate accuracy height, can objectively reflect the business authenticity of loglstics enterprise；
With preferable scalability, rules customization can be carried out towards the loglstics enterprise of different service types.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
It obtains other drawings based on these drawings.
Fig. 1 is a kind of step schematic diagram of the freight charges accounting method based on internet of things equipment of the present invention；
Fig. 2 is the structural schematic diagram that a kind of freight charges based on internet of things equipment of the present invention calculate device.
Specific embodiment
To make the object, technical solutions and advantages of the present invention clearer, technical solution of the present invention will be carried out below
Detailed description.Obviously, described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.Base
Embodiment in the present invention, those of ordinary skill in the art are obtained all without making creative work
Other embodiment belongs to the range that the present invention is protected.
One provided in the embodiment of the present application the specifically freight charges core based on internet of things equipment is provided with reference to the accompanying drawing
Calculate method and device.
As shown in Figure 1, the freight charges accounting method based on internet of things equipment provided in the embodiment of the present application includes,
S101, acquisition logistics contract information, vehicle model information and logistics cost element information；
S102, vehicle obtain the driving trace information of vehicle by GPS device；
S103 calculates freight charges according to the logistics contract information, logistics cost element information and driving trace information.
The working principle of freight charges accounting method based on internet of things equipment are as follows: closed first by manually acquiring or inputting logistics
About information, vehicle model information and logistics cost element information, vehicle obtain the driving trace information of vehicle by GPS device, then
Freight charges are calculated according to the logistics contract information, logistics cost element information and driving trace information.Specifically, the application is logical
Data inputting and car networking application deployment are crossed, daily vehicle process out calculates freight charges.
Preferably, the logistics contract information includes: the starting point warehouse information and terminal warehouse information that logistics is delivered；
The vehicle model information includes: the brand and model of vehicle；
The logistics cost element information are as follows: according to Logistics Types and logistics region specified data.
Specifically, logistics cost element, is the basic data for carrying out the accounting of logistics freight charges.The item data, preservation is every
Kilometer or daily expense pay item.Specific value can be carried out according to different loglstics enterprise types or different zones
Fine tuning.Its final output form is as follows:
Preferably, described to be calculated according to the logistics contract information, logistics cost element information and driving trace information
Freight charges, comprising:
It is enclosed by starting point warehouse information, terminal warehouse information and warehouse electronics that logistics contract information determines that logistics is delivered
Column；
The driving trace information of vehicle cut and obtains out wheel paths；
Dispatching distance is calculated by the wheel paths out；
Freight charges are calculated according to the wheel paths out, vehicle, dispatching distance.
Preferably, the starting point warehouse information includes: the longitude and latitude in starting point warehouse；
The terminal warehouse information includes: the longitude and latitude in terminal warehouse.
Warehouse fence is the circular fence constructed centered on warehouse longitude and latitude.
Logistics contract information, has reacted the authenticity of loglstics enterprise acknowledgement of consignment, and constrains the type and range of dispatching.For
Automatic accounting freight charges need to determine the position in dispatching warehouse according to logistics contract.For once dispensing, starting point storehouse can be determined
Warehouse compartment is set, and is denoted as:
<starting point warehouse, longitude, latitude>(2)
For the terminating point of dispatching, following two situation is broadly divided into be handled:
Point-to-point dispatching, can determine the terminal warehouse of dispatching, be denoted as:
<terminal warehouse, longitude, latitude>(3)
One logistics contract may include the starting point warehouse and terminal warehouse of multiple dispatchings.
Based on contract the delivery point of city distribution, can not predict in advance, can be taking human as from the track after starting point warehouse, all
It is Distribution path.
Vehicle needs typing vehicle model information, calculates foundation as freight charges, is denoted as:
<vehicle, vehicle>(4)
Meanwhile vehicle needs to install the vehicle-mounted hardware device comprising GPS device.During vehicle transport, which is needed
The real-time position information of vehicle was reported, the information reported every time is as follows every t seconds:
<vehicle, timestamp, longitude, latitude>(5)
For vehicle freight charges computation model, for a vehicle, according to the vehicle model information that formula (4) obtain, in formula (1)
Logistics factor cost configuring matrix in, select the matched row data of vehicle, be denoted as matrix:
[oil consumption, maintenance cost, cost of tires, annual examination take, and loan interest, wage is affiliated to expense, depreciation] (6)
Firstly, constructing circular fence centered on warehouse longitude and latitude according to the warehouse information that formula (2) obtains:
<warehouse, longitude, latitude, fence radius>(7)
Preferably, the vehicle obtains the driving trace information of vehicle by GPS device, comprising:
The GPS device obtains the real-time track point of vehicle at regular intervals；
All tracing points are normalized using clustering algorithm, invalid tracing point is excluded, obtains effective tracing point；
The distance between effective tracing point of adjacent two is calculated one by one, it is cumulative to obtain driving trace.
The end specifically, track data of vehicle can upload onto the server in real time.In view of the drift characteristic of GPS device, i.e.,
When stopping vehicle, the longitude and latitude that GPS is obtained can also continue to change, and therefore, using clustering algorithm, the tracing point of drift is polymerize
Onto some central point, invalid shift point is excluded.Since first effective tracing point of each consecutive days, calculate one by one
The distance between two effective tracing points obtain the same day mileage of current trace points after cumulative.Record are as follows:
<vehicle, timestamp, longitude, latitude, same day mileage>(8)
Preferably, triggering once arrives storehouse, from storehouse event after vehicle enters the warehouse list fence.
Specifically, after the fence that the into/out formula of vehicle (7) represents, can trigger primary to storehouse/from storehouse thing
Part:
<vehicle, warehouse, timestamp, event type>(9)
Preferably, according to it is described to storehouse, from storehouse event to the driving trace information carry out interception obtain multistage it is effective
Wheel paths out.
Preferably, the wheel paths out include:
City distribution and main line dispatching.
According to formula (9) record to storehouse/from storehouse event, interception live part is carried out to vehicle driving trace, is obtained more
Section effectively goes out wheel paths.The judgement of wheel paths out is broadly divided into two kinds of scenes:
City distribution: the industrial characteristic of city distribution be primary dispatching can by once being formed to storehouse, multiple distribution points, and
It usually will not across day progress.Therefore, for city distribution, the primary time range for effectively going out vehicle of certain trolley is each nature
Day first time to the storehouse time, 24:00 down to date is expressed as with section:
[same day arrives the storehouse time for the first time, same day 24:00] (10)
Main line dispatching: the industrial characteristic of main line dispatching is that primary dispatching is usually that warehouse 2 is distributed to from warehouse 1, when span
Degree is usually across day.Rule of thumb, it is assumed that one time distribution time span maximum is denoted as N days.That assumes vehicle again is denoted as W to storehouse event
(Warehouse), be denoted as L (Leaving warehouse) from storehouse event, at the appointed time in section, the vehicle to storehouse/from storehouse
The sequence of event can indicate are as follows:
[..., Wi (warehouse 1), Li (warehouse 1), Wi+1 (warehouse 2), Li+1 (warehouse 2) ...] (11)
So, when meeting the following conditions, event Li and event Wi+1 constitute primary effective vehicle out:
Warehouse 1 and warehouse 2 are not same warehouse；
Li event arrives the storehouse time from storehouse time and Wi+1 event, between the two every most no more than distribution time span
It is value N days big；
It obtains effectively going out the starting of wheel paths and after deadline, in conjunction with the mileage of formula (8), can calculate
To the mileage number of wheel paths out.
Most family, by a vehicle, by the vehicle position information of formula (5) characterization, conversion vehicle duration for mileage and out is
Convenient for and the cost model of formula (6) carry out budget, be denoted as following matrix:
Freight charges calculating is finally carried out, the freight charges of vehicle can be by the matrix multiplication operation of matrix (6) and matrix (12), directly out
It obtains and gets, it may be assumed that
The present invention provides a kind of freight charges accounting device based on internet of things equipment, comprising:
First obtains module 1, for acquiring logistics contract information, vehicle model information and logistics cost element information；
Second obtains module 2, obtains the driving trace information of vehicle by GPS device for vehicle；
Processing module 3, based on according to the logistics contract information, logistics cost element information and driving trace information
Calculate freight charges.
Preferably, the driving trace information for obtaining vehicle by GPS device for vehicle, comprising:
The GPS device obtains the real-time track point of vehicle at regular intervals；
All tracing points are normalized using clustering algorithm, invalid tracing point is excluded, obtains effective tracing point；
The distance between effective tracing point of adjacent two is calculated one by one, it is cumulative to obtain driving trace.
The application is based on vehicle net IOT equipment, by installing hardware on vehicle, collects vehicle driving trace data.Together
When, it configures in conjunction with logistics contract relevant with car operation and logistics cost element, determines to be carried out wheel paths,
And freight charges are calculated to wheel paths are effectively gone out.The process, in addition to advance data typing link (logistics contract, vehicle and logistics cost
Element configuration) except, calculating process does not need manual intervention, is automatically performed, and has the characteristics that automation, cost-saving, objectivity.
In conclusion a kind of freight charges accounting method based on internet of things equipment provided by the invention by being acquired to data,
Vehicle driving availability deciding and freight charges are calculated, does not need human intervention, so as to calculate accuracy high for freight charges, it can
The business authenticity of objective reaction stream enterprise, have good scalability can towards the loglstics enterprise of different service types, into
Line discipline customization.
It is understood that the embodiment of the method for above-mentioned offer and the above-mentioned freight charges accounting method based on internet of things equipment
Embodiment is corresponding, and corresponding particular content can be referred to mutually, and details are not described herein.
It should be understood by those skilled in the art that, embodiments herein can provide as method, system or computer program
Product.Therefore, complete hardware embodiment, complete software embodiment or reality combining software and hardware aspects can be used in the application
Apply the form of example.Moreover, it wherein includes the computer of computer usable program code that the application, which can be used in one or more,
The shape for the computer program product implemented in usable storage medium (including but not limited to magnetic disk storage and optical memory etc.)
Formula.
The application is referring to method, the process of equipment (system) and computer program product according to the embodiment of the present application
Figure and/or block diagram describe.It should be understood that every one stream in flowchart and/or the block diagram can be realized by computer program instructions
The combination of process and/or box in journey and/or box and flowchart and/or the block diagram.It can provide these computer programs
Instruct the processor of general purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices to produce
A raw machine, so that being generated by the instruction that computer or the processor of other programmable data processing devices execute for real
The function of being specified in present one or more flows of the flowchart and/or one or more blocks of the block diagram based on object
The freight charges accounting method of networked devices.
These computer program instructions, which may also be stored in, is able to guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works, so that it includes referring to that instruction stored in the computer readable memory, which generates,
The manufacture of the freight charges accounting method based on internet of things equipment is enabled, which is realized based on the freight charges accounting method of internet of things equipment
The function of being specified in one or more flows of the flowchart and/or one or more blocks of the block diagram.
These computer program instructions also can be loaded onto a computer or other programmable data processing device, so that counting
Series of operation steps are executed on calculation machine or other programmable devices to generate computer implemented processing, thus in computer or
The instruction executed on other programmable devices is provided for realizing in one or more flows of the flowchart and/or block diagram one
The step of function of being specified in a box or multiple boxes.
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can easily think of the change or the replacement, and should all contain
Lid is within protection scope of the present invention.Therefore, protection scope of the present invention should be based on the protection scope of the described claims.
Claims (10)
1. a kind of freight charges accounting method based on internet of things equipment characterized by comprising
Acquire logistics contract information, vehicle model information and logistics cost element information；
Vehicle obtains the driving trace information of vehicle by GPS device；
Freight charges are calculated according to the logistics contract information, logistics cost element information and driving trace information.
2. the freight charges accounting method according to claim 1 based on internet of things equipment, which is characterized in that
The logistics contract information includes: the starting point warehouse information and terminal warehouse information that logistics is delivered；
The vehicle model information includes: the brand and model of vehicle；
The logistics cost element information are as follows: according to Logistics Types and logistics region specified data.
3. the freight charges accounting method according to claim 1 based on internet of things equipment, which is characterized in that the vehicle passes through
The driving trace information of GPS device acquisition vehicle, comprising:
The GPS device obtains the real-time track point of vehicle at regular intervals；
All tracing points are normalized using clustering algorithm, invalid tracing point is excluded, obtains effective tracing point；
The distance between effective tracing point of adjacent two is calculated one by one, it is cumulative to obtain driving trace.
4. the freight charges accounting method according to claim 1 based on internet of things equipment, which is characterized in that described according to
Logistics contract information, logistics cost element information and driving trace information calculate freight charges, comprising:
Starting point warehouse information, terminal warehouse information and the warehouse fence that logistics is delivered are determined by logistics contract information；
The driving trace information of vehicle cut and obtains out wheel paths；
Dispatching distance is calculated by the wheel paths out；
Freight charges are calculated according to the wheel paths out, vehicle, dispatching distance.
5. the freight charges accounting method according to claim 4 based on internet of things equipment, which is characterized in that
The starting point warehouse information includes: the longitude and latitude in starting point warehouse；
The terminal warehouse information includes: the longitude and latitude in terminal warehouse.
Warehouse fence is the circular fence constructed centered on warehouse longitude and latitude.
6. the freight charges accounting method according to claim 5 based on internet of things equipment, which is characterized in that
Triggering is once to storehouse, from storehouse event after vehicle enters the warehouse list fence.
7. the freight charges accounting method according to claim 6 based on internet of things equipment, which is characterized in that
According to it is described to storehouse, from storehouse event to the driving trace information carry out interception obtain multistage effectively go out wheel paths.
8. the freight charges accounting method according to claim 7 based on internet of things equipment, which is characterized in that the wheel paths out
Include:
City distribution and main line dispatching.
9. a kind of freight charges based on internet of things equipment calculate device characterized by comprising
First obtains module, for acquiring logistics contract information, vehicle model information and logistics cost element information；
Second obtains module, obtains the driving trace information of vehicle by GPS device for vehicle；
Processing module is transported for being calculated according to the logistics contract information, logistics cost element information and driving trace information
Take.
10. device according to claim 9, which is characterized in that the row for obtaining vehicle by GPS device for vehicle
Sail trace information, comprising:
The GPS device obtains the real-time track point of vehicle at regular intervals；
All tracing points are normalized using clustering algorithm, invalid tracing point is excluded, obtains effective tracing point；
The distance between effective tracing point of adjacent two is calculated one by one, it is cumulative to obtain driving trace.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910428695.6A CN110147973A (en) | 2019-05-22 | 2019-05-22 | Freight charges accounting method and device based on internet of things equipment |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910428695.6A CN110147973A (en) | 2019-05-22 | 2019-05-22 | Freight charges accounting method and device based on internet of things equipment |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN110147973A true CN110147973A (en) | 2019-08-20 |
Family
ID=67592665
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910428695.6A Pending CN110147973A (en) | 2019-05-22 | 2019-05-22 | Freight charges accounting method and device based on internet of things equipment |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110147973A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110991974A (en) * | 2019-12-20 | 2020-04-10 | 贵州黔岸科技有限公司 | GPS-based transportation cost intelligent accounting system and method |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106408232A (en) * | 2016-09-05 | 2017-02-15 | 上海宏欣网络科技有限公司 | Algorithm enabling waybill information automatic entry and status automatic synchronization |
| CN106568456A (en) * | 2016-11-21 | 2017-04-19 | 北京工业大学 | Non-stop toll collection method based on GPS/Beidou positioning and cloud computing platform |
| US20180134400A1 (en) * | 2014-08-29 | 2018-05-17 | Zunum Aero, Inc. | System and methods for implementing regional air transit network using hybrid-electric aircraft |
| CN109598472A (en) * | 2018-12-04 | 2019-04-09 | 济南浪潮高新科技投资发展有限公司 | A kind of cloud vehicle management system and method based on logistic industry |
| CN109685438A (en) * | 2019-01-23 | 2019-04-26 | 济宁汇金软件科技有限公司 | A kind of oilfield applications haulage vehicle dispatching method |
-
2019
- 2019-05-22 CN CN201910428695.6A patent/CN110147973A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20180134400A1 (en) * | 2014-08-29 | 2018-05-17 | Zunum Aero, Inc. | System and methods for implementing regional air transit network using hybrid-electric aircraft |
| CN106408232A (en) * | 2016-09-05 | 2017-02-15 | 上海宏欣网络科技有限公司 | Algorithm enabling waybill information automatic entry and status automatic synchronization |
| CN106568456A (en) * | 2016-11-21 | 2017-04-19 | 北京工业大学 | Non-stop toll collection method based on GPS/Beidou positioning and cloud computing platform |
| CN109598472A (en) * | 2018-12-04 | 2019-04-09 | 济南浪潮高新科技投资发展有限公司 | A kind of cloud vehicle management system and method based on logistic industry |
| CN109685438A (en) * | 2019-01-23 | 2019-04-26 | 济宁汇金软件科技有限公司 | A kind of oilfield applications haulage vehicle dispatching method |
Non-Patent Citations (2)
| Title |
|---|
| 朱姣等: "基于轨迹的内河船舶行为模式挖掘", 《交通信息与安全》 * |
| 郑林江等: "基于出租车轨迹数据的城市热点出行区域挖掘", 《计算机应用与软件》 * |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110991974A (en) * | 2019-12-20 | 2020-04-10 | 贵州黔岸科技有限公司 | GPS-based transportation cost intelligent accounting system and method |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| Gao et al. | Optimize taxi driving strategies based on reinforcement learning | |
| US9424515B2 (en) | Predicting taxi utilization information | |
| US20200334637A1 (en) | Methods and systems for item delivery along delivery routes | |
| CN111768030B (en) | Bank transportation distribution line planning method, device, equipment and medium | |
| US20150339595A1 (en) | Method and system for balancing rental fleet of movable asset | |
| CN105489053B (en) | A kind of parallel shutdown system construction method based on ACP methods | |
| CN112100303B (en) | Building entity position determining method, device, computer equipment and readable storage medium | |
| CN112749842B (en) | Escort path planning method and device | |
| CN102117469A (en) | System and method for estimating credit risks | |
| CN116167585A (en) | Data processing method, device, equipment and scheduling system applied to garbage collection | |
| CN116629738B (en) | Logistics path optimization method, related method, device, equipment and medium | |
| CN111340536A (en) | Model training method, passenger seat rate progress prediction method, system, device and medium | |
| Yu et al. | Robust team orienteering problem with decreasing profits | |
| CN110147973A (en) | Freight charges accounting method and device based on internet of things equipment | |
| Júnior et al. | Modelling for performance measurement of bus rapid transit systems in Brazil | |
| CN112036767A (en) | Petrochemical production management system based on internet | |
| Zhang et al. | Shared bikes scheduling under users’ travel uncertainty | |
| CN112257978A (en) | Method and device for intelligently scheduling agricultural product resources | |
| US20140089042A1 (en) | Method, Apparatus and System for monitoring competition price and for providing corrective messages | |
| Gracious et al. | Performance Evaluation of Passenger Information Systems | |
| CN104239413B (en) | A kind of electric network data Data Environments method | |
| CN116342022A (en) | Business circle dividing method, device, computer equipment and storage medium | |
| Makoni et al. | Hierarchical forecasting of tourist arrivals at the Victoria falls rainforest, Zimbabwe | |
| Ramos-Carrasco et al. | Artificial neural networks to estimate the forecast of tourism demand in Peru | |
| Hobi | The impact of real-time information sources on crowd-sourced parking availability prediction |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20190820 |