TWM538202U - Traffic information report system - Google Patents

Description

Traffic information release system

This creative department is about an information release system, especially about a traffic information release system.

When the expressway is in a special situation such as poor weather conditions or continuous holidays, congestion often occurs. In order to improve the above situation, the Chinese government usually provides some relevant traffic forecasts for the public to refer to in order to facilitate the people to plan ahead. Traffic routes and arrangements for the appropriate departure time.

In the past, due to the lack of an effective analysis system, the Government can only use the past traffic history data and rules of thumb to provide the above traffic forecasts. However, since the traffic conditions involve many different factors, it is not possible to pass only the traffic history data and the rules of thumb. Accurately provide the correct traffic forecasts for public reference.

In addition, since the weather may change at any time, and there may be sudden incidents on the road sections, the traffic conditions may change at any time due to the above factors. Therefore, it is impossible to provide instant information based on past traffic history data and rules of thumb. Traffic forecast.

Therefore, how to provide a traffic information release system that can effectively improve the current situation of not providing accurate and effective traffic forecasts has become an urgent issue.

In view of the above-mentioned problems of the prior art, one of the purposes of this creation is to provide a traffic information distribution system to solve the current lack of an effective analysis system, and cannot provide correct and effective The situation of traffic forecasts.

According to one of the objectives of the present invention, a traffic information release system is proposed, which can include a weather history data statistics module, a traffic and environment historical data statistics module, a big data analysis module, and a user query module. The Weather Historical Data Statistics module stores weather history data for multiple areas. The Traffic and Environmental History Data Statistics module stores traffic and environmental history data for these areas. The Big Data Analysis Module can analyze weather historical data and traffic and environmental historical data by means of big data analysis based on a plurality of weather conditions items and/or a plurality of traffic and environmental conditions items to generate traffic and environmental forecasts and travels of the areas. Time forecast. The User Query Module stores traffic and environmental forecasts and travel time forecasts to provide query capabilities.

In a preferred embodiment, the big data analysis module can analyze weather historical data and/or traffic and environmental historical data by big data analysis to generate a plurality of traffic jam indicators.

In a preferred embodiment, traffic and environmental forecasts may be represented by daily flow multiples or time rate maps.

In a preferred embodiment, the weather condition items may include one or more of rainfall, typhoon data and weather conditions, and the traffic and environmental condition items may include traffic flow, holiday type, holiday days, and school One or more of the time of the summer vacation.

In a preferred embodiment, the traffic jam indicator may include a continuous low speed frequency of the traffic flow and a remaining number of parking spaces in the parking lot.

In a preferred embodiment, the traffic information release system can further include an instant traffic and environment data receiving module that can receive instant traffic and environmental data.

In a preferred embodiment, the traffic information release system can further include an instant weather data receiving module that can receive real-time weather data.

In a preferred embodiment, the traffic information release system may further comprise an instant analysis module, which can use the big data analysis method according to a plurality of real-time weather conditions items and a plurality of instant traffic and rings. The Environmental Status Project analyzes real-time traffic and environmental data and real-time weather data to update traffic and environmental forecasts and travel time forecasts.

In a preferred embodiment, the traffic information release system may further comprise an early warning sending module, which can analyze the real-time traffic and environmental data and the real-time weather data according to the traffic jam indicators by the big data analysis method to generate the analysis result. The analysis result exceeds the threshold of any traffic jam indicator, and the early warning transmitting module can broadcast the traffic jam warning message or send it to multiple user devices.

In a preferred embodiment, the instant weather conditions items may include one or more of instantaneous rainfall, instant typhoon data, and instant weather data.

In a preferred embodiment, the instant traffic and environmental condition items may include real-time traffic flow, reservation hosting activities, seasonal activities, north-south flow difference, public transportation ticket booking status, remaining number of parking spaces, hotel housing rate, One or more of an emergency and a network search volume.

In a preferred embodiment, the big data analysis method may include one or more of a decision tree algorithm, a random forest algorithm, and a decision self-learning algorithm.

The traffic information distribution system of the present invention may have one or more of the following advantages:

(1) In one embodiment of the present creation, the traffic information release system can analyze weather history data and traffic and environmental historical data of different regions and sections separately through big data technology, thereby providing more accurate traffic and environmental forecasts and Travel time forecast.

(2) In one of the examples, the Traffic Information Release System can analyze traffic and environmental information and real-time weather data to update traffic and environmental forecasts based on a number of real-time weather conditions and a number of real-time traffic and environmental conditions projects. Travel time forecast, so you can update traffic real-time information at any time.

(3) In one embodiment of the present creation, the traffic information release system can also organize activities, seasonal activities, north-south traffic flow, public transportation ticket reservation status, parking lot remaining number of cars, meals according to reservations. Stores housing rates, emergencies, online search volume, holiday types, holiday days, school summer and winter vacation time and many other objective factors to update traffic and environmental forecasts and travel time forecasts, so it can provide more accurate traffic real-time information.

(4) In one embodiment of the present creation, the traffic information distribution system can present traffic and environmental forecasts in a visual and data-based manner through daily traffic multiples or time rate maps, thereby providing more humanized vision. interface.

(5) In one embodiment of the present creation, the traffic information release system can analyze the real-time traffic and environmental data and the real-time weather data according to a plurality of traffic jam indicators to generate an analysis result. If the analysis result indicates that the traffic jam is about to occur, the traffic information can be broadcasted. The traffic jam warning message, or sending the traffic jam warning message to a plurality of user devices, allows the user to plan the route and departure time in advance, thus having better performance.

1‧‧‧Traffic information release system

11‧‧‧Weather Historical Data Statistics Module

111‧‧‧Weather history data

12‧‧‧Traffic and Environmental History Data Statistics Module

121‧‧‧Traffic and environmental history data

13‧‧‧ Big Data Analysis Module

131‧‧‧Traffic and environmental forecasts

132‧‧‧Travel time forecast

133‧‧‧ traffic congestion indicators

14‧‧‧User Query Module

15‧‧‧Instant weather data receiving module

151‧‧ Real-time weather information

16‧‧‧Immediate traffic and environmental data receiving module

161‧‧‧ Instant traffic and environmental information

17‧‧‧Instant Analysis Module

171‧‧‧Updates on traffic and environmental forecasts

172‧‧‧Travel time forecast update

18‧‧‧Alarm Sending Module

181‧‧‧ traffic warning message

Figure 1 is a block diagram of an embodiment of a traffic information distribution system of the present invention.

Figure 2 is a block diagram of a second embodiment of the traffic information distribution system of the present invention.

Figure 3 is a block diagram of a third embodiment of the traffic information distribution system of the present invention.

Figure 4 is a schematic diagram of a fourth embodiment of the traffic information distribution system of the present invention.

Figure 5 is a schematic diagram of a fifth embodiment of the traffic information release system of the present invention.

Annex 1 is a schematic diagram of a six embodiment of the traffic information release system of the present invention.

Attachment 2 is a schematic diagram of a seventh embodiment of the traffic information release system of the present invention.

Attachment 3 is a schematic diagram of an eight embodiment of the traffic information distribution system of the present invention.

The embodiments of the traffic information distribution system according to the present invention will be described below with reference to the related drawings. For the sake of understanding, the same components in the following embodiments are denoted by the same reference numerals.

Please refer to FIG. 1 , which is a block diagram of an embodiment of the traffic information distribution system of the present invention. As shown in the figure, the traffic information release system 1 can include a weather history data statistics module 11, a traffic and environment history data statistics module 12, a big data analysis module 13 and a user query module 14.

The weather history data statistics module 11 can store weather history data 111 of a plurality of regions.

The traffic and environmental historical data statistics module 12 can store traffic and environmental historical data 121 for the regions.

The big data analysis module 13 can analyze the weather historical data 111 and the traffic and environmental historical data 121 by a big data analysis method according to a plurality of weather condition items and/or a plurality of traffic and environmental condition items to generate traffic and environment of the areas. Forecast 131 and travel time forecast 132; in a preferred embodiment, the big data analysis method can include one or more of a decision tree algorithm, a random forest algorithm, and a decision self-learning algorithm; and the weather condition items It may include one or more of rainfall, typhoon data, and various other weather conditions, which may include traffic flow, type of vacation, number of vacation days, school summer and winter vacation time, and various other scenarios. One or more of the conditions.

The user query module 14 can store traffic and environmental forecasts 131 and travel time forecasts 132 to provide query functions. In this way, a plurality of users can connect to the user query module 14 via a network of various mobile communication devices or computers to query the traffic and environment forecast 1131 and the travel time forecast 132; in a preferred embodiment, traffic and environment The forecast 131 can be represented by a daily flow multiple or a time rate map or the like.

As can be seen from the above, in order to accurately predict travel time, traffic volume and travel speed of a plurality of areas, such as highways and other important roads, the traffic information release system 1 of the present embodiment A large amount of weather history data 111 and traffic and environmental history data 121 can be collected as a basis for modeling through the weather historical data statistics module 11 and the traffic and environmental history data statistics module 12, and since the present embodiment transmits data through big data analysis Group 13 uses big data analysis method for analysis, so the longer the time of recovery, the larger the accumulated historical data will reflect the diversity of data. The more data, the more accurate the prediction result, so the big data analysis module 13 can provide More accurate traffic and environmental forecasts 131 and travel time forecasts 132.

In addition, the big data analysis module 13 can use the big data analysis method to analyze the weather historical data and the traffic and environmental historical data according to the weather condition items and the traffic and environmental condition items in different directions, wherein the weather condition item can be rainfall and typhoon. Information and various other weather data, while traffic and environmental conditions items can be more accurate and accurate, including traffic flow, holiday type, holiday days, school summer vacation time and various other situational conditions. Traffic and environmental forecasts 131 and travel time forecasts 132.

Please refer to FIG. 2, which is a block diagram of a second embodiment of the traffic information distribution system of the present invention. As shown in the figure, the traffic information release system 1 can include a weather history data statistics module 11, a traffic and environment history data statistics module 12 and a big data analysis module 13, a user query module 14, and an instant weather data receiving module. 15. Instant traffic and environmental data receiving module 16 and real-time analysis module 17.

Similarly, the weather history data statistics module 11 can store weather history data 111 of a plurality of regions.

The traffic and environmental historical data statistics module 12 can store traffic and environmental historical data 121 for the regions.

The big data analysis module 13 can analyze the weather historical data 111 and the traffic and environmental historical data 121 by a big data analysis method according to a plurality of weather condition items and a plurality of traffic and environmental condition items to generate traffic and environmental forecasts of the areas. And travel time forecast 132.

The user query module 14 can store traffic and environmental forecasts 131 and travel time forecasts 132 to provide query functions. In this way, a plurality of users can connect to the user query module 14 via a network via various mobile communication devices or computers to query the traffic and environmental forecast 1131 and the travel time forecast 132.

Different from the foregoing embodiments, the traffic information release system 1 of the present embodiment may further include an instant weather data receiving module 15, an instant traffic and environment data receiving module 16, and an instant analysis module 17.

The real-time weather data receiving module 15 can receive the real-time weather data 151.

The instant traffic and environment data receiving module 16 can receive instant traffic and environmental data 161.

The real-time analysis module 17 can analyze the real-time traffic and environmental data 161 and the real-time weather data 151 based on a plurality of real-time weather conditions items and a plurality of real-time traffic and environmental condition items to generate traffic and environmental forecast update information 171 and The travel time forecast update data 172 is updated to update the traffic and environmental forecast 31 and the travel time forecast 132 of the user query module 14 so that the user can query the latest and most accurate traffic and environmental forecasts 31 and travel time forecasts 132. .

In a preferred embodiment, the instant weather condition items may include one or more of an instantaneous amount of rain, an instant typhoon data, and an instant weather item, which may include an instant traffic flow, a reservation event, and an event. One or more of seasonal activity, north-south flow difference, public transport booking status, number of remaining parking spaces, hotel occupancy rate, emergency events, and online search volume, and the above big data analysis method may include decision tree calculus One or more of the methods, random forest algorithms, and decision self-learning algorithms.

As can be seen from the above, the traffic information distribution system 1 of the present embodiment can also analyze the gas historical data 111 and the traffic and environmental historical data 121 through the big data analysis method, so that a more accurate traffic and environmental forecast 131 and travel time forecast 132 can be provided. .

In addition, the Traffic Information Release System 1 can analyze real-time traffic and environmental data and real-time weather data to update traffic and environmental forecasts and travel time forecasts based on multiple real-time weather conditions and multiple real-time traffic and environmental conditions projects. These projects contain more different aspects, so even if the weather conditions suddenly change, or there is an emergency, the traffic information release system 1 can still provide the latest traffic instant information.

It is worth mentioning that due to the lack of an effective analysis system in the past, it is only possible to use the historical traffic history data and the rule of thumb to provide traffic forecasts. However, since the traffic conditions involve many different factors, the past traffic history data and The rule of thumb does not accurately provide correct traffic forecasts. Conversely, in one embodiment of the present creation, the traffic information release system can analyze weather history data and/or traffic and environmental history data of different regions and road sections through big data technology, thereby providing more accurate traffic and environment. Forecast and travel time forecast.

In addition, since the weather may change at any time, and there may be sudden incidents on the road sections, the traffic conditions may change at any time due to the above factors. Therefore, it is impossible to provide instant information based on past traffic history data and rules of thumb. And the correct traffic forecast. In contrast, in one embodiment of the present invention, the traffic information release system can analyze traffic and environmental data and real-time weather data to update traffic and environmental forecasts based on a plurality of real-time weather conditions projects and a plurality of real-time traffic and environmental condition items. Travel time forecast, so you can update traffic real-time information at any time.

Moreover, in one embodiment of the present creation, the traffic information release system can further organize activities, seasonal activities, north-south traffic flow, public transportation ticket reservation status, parking lot remaining number of vehicles, hotel housing rate, emergency, network according to reservations. Road search volume, holiday type, holiday days, school summer and summer vacation time and many other objective factors to update traffic and environmental forecasts and travel time forecasts, so it can provide more accurate traffic real-time information.

Furthermore, in one embodiment of the present invention, the traffic information release system can present traffic and environmental forecasts in a visual and data manner through daily traffic multiples or time rate maps. Provide a more user-friendly visual interface. As can be seen from the above, this creation has progressive patent requirements.

Please refer to FIG. 3, which is a block diagram of a third embodiment of the traffic information distribution system of the present invention. As shown in the figure, the traffic information release system 1 can include a weather history data statistics module 11, a traffic and environment history data statistics module 12 and a big data analysis module 13, a user query module 14, and an instant weather data receiving module. 15. The instant traffic and environment data receiving module 16, the real-time analysis module 17 and the early warning transmitting module 18.

Similarly, the weather history data statistics module 11 can store weather history data 111 of a plurality of regions.

The traffic and environmental historical data statistics module 12 can store traffic and environmental historical data 121 for the regions.

The big data analysis module 13 can analyze the weather historical data 111 and the traffic and environmental historical data 121 by a big data analysis method according to a plurality of weather condition items and a plurality of traffic and environmental condition items to generate traffic and environmental forecasts of the areas. The travel time forecast 132 is different from the previous embodiment in that the big data analysis module 13 can analyze the weather history data 111 and/or the traffic and environmental history data by means of big data exploration (association analysis, correlation analysis), respectively. To generate a plurality of traffic jam indicators 133.

The user query module 14 can store traffic and environmental forecasts 131 and travel time forecasts 132 to provide query functions. In this way, a plurality of users can connect to the user query module 14 via a network via various mobile communication devices or computers to query the traffic and environmental forecast 1131 and the travel time forecast 132.

Similarly, the real-time weather data receiving module 15 can receive the real-time weather data 151.

The instant traffic and environment data receiving module 16 can receive instant traffic and environmental data 161.

The real-time analysis module 17 can analyze real-time traffic and environmental data 161 and the instant days based on a plurality of real-time weather conditions items and a plurality of real-time traffic and environmental condition items through the big data analysis method. The gas data 151 is used to generate the traffic and environmental forecast update data 171 and the travel time forecast update data 172 to update the traffic and environmental forecast 31 and the travel time forecast 132 of the user query module 14 so that the user can check the latest and The most accurate traffic and environmental forecast 31 and travel time forecast 132.

Different from the foregoing embodiments, the traffic information release system 1 of the present embodiment may further include an early warning sending module 18, and the early warning sending module 18 may analyze the instantaneous traffic and environmental data according to the traffic jam indicators 133 through the big data analysis method. 161 and the real-time weather data 151 to generate an analysis result. If the analysis result exceeds a threshold value of any of the traffic congestion indication indicators 133, the early warning transmission module 18 can broadcast the traffic jam warning message 181, or send the traffic jam warning message to 181 plural The user device enables the users to know the message of the traffic jam. The above big data analysis method may also include one or more of a decision tree algorithm, a random forest algorithm, and a decision self-learning algorithm.

Among them, the traffic jam indicator 131 may include a continuous low speed frequency of the traffic flow, a remaining number of parking spaces, and many other different conditions. For example, the early warning sending module 18 can analyze the real-time traffic and environmental data 161 according to the traffic jam indicator 133. If three consecutive 5-minute low speeds or the remaining number of parking spaces are less than 25%, the traffic jam warning message 181 is broadcasted, or Sending the traffic jam warning message 181 to a plurality of user devices, so that the users can know that the traffic jam is about to be taken, and take corresponding measures in advance.

As can be seen from the above, the traffic information distribution system 1 of the present embodiment can also analyze the gas history data 111 and the traffic and environmental history data 121 through the big data analysis method, and update it immediately, so that a more accurate traffic and environmental forecast can be provided. And the travel time forecast 132; in addition, the traffic information release system 1 can analyze the real-time traffic and environmental data and the real-time weather data according to the plurality of traffic jam indicators to generate the analysis result. If the analysis result exceeds the threshold of any traffic jam indicator 133, The early warning sending module 18 can broadcast the traffic jam warning message 181 or send a traffic jam warning message. From 181 to a plurality of user devices, the user can know the message of the traffic jam.

It is worth mentioning that due to the lack of an effective analysis system in the past, it is impossible to provide users with warning information about traffic jams, so users cannot plan routes and departure time in advance. Conversely, in one embodiment of the present creation, the traffic information release system can analyze the real-time traffic and environmental data and the real-time weather data according to a plurality of traffic jam indicators to generate an analysis result. If the analysis result indicates that the traffic jam is about to occur, the traffic broadcast can be broadcasted. The traffic jam warning message, or sending the traffic jam warning message to a plurality of user devices, allows the user to plan the route and departure time in advance, thus having better performance.

Please refer to FIG. 4, which is a schematic diagram of a fourth embodiment of the traffic information distribution system of the present invention. It can be seen from the above that the traffic information release system can analyze the instantaneous traffic and environmental data and the real-time weather data according to the traffic congestion indicator, such as the continuous low-speed frequency of the traffic flow, to generate the analysis result, and the analysis result exceeds the threshold of any traffic jam indicator. Broadcast a traffic jam warning message or send a traffic jam warning message to a plurality of user devices.

As shown in the figure, curve A is the travel speed, and the traffic information issuance system can broadcast a traffic jam warning message when a continuous three-minute speed of less than 60kph is found, or send a traffic jam warning message to a plurality of user devices.

Please refer to FIG. 5, which is a schematic diagram of a fifth embodiment of the traffic information distribution system of the present invention. It can be seen from the above that the traffic information release system can analyze the traffic and environmental data and the real-time weather data according to the traffic congestion indicator, such as the remaining number of parking spaces, to generate the analysis results, and when the analysis result exceeds the threshold of any traffic jam indicator. Broadcast traffic jam warning messages, or send traffic jam warning messages to multiple user devices.

As shown in the figure, the traffic information release system can broadcast a traffic jam warning message or send a traffic jam warning message to a plurality of user devices when it finds that the remaining two 30-minute parking spaces have a threshold of less than 25%.

Please refer to Appendix 1 for a schematic diagram of the six embodiments of the traffic information distribution system of the present invention. The traffic information release system of this embodiment can present traffic and environmental forecasts in a visual and data manner through daily traffic multiples or time rate maps.

Please refer to Appendix 2 for a schematic diagram of the seven embodiments of the traffic information release system of the present creation. The traffic information distribution system of the present embodiment can display traffic characteristics of different date types, seasons, and activities through visual and data visualization methods such as charts.

Please refer to Appendix 3 for a schematic diagram of an eight embodiment of the traffic information distribution system of the present invention. The traffic information release system of the present embodiment can provide a content management system (CMS) or other information platform to issue a traffic jam warning message and route guidance information in a visual manner to remind the user to take preventive measures.

It can be seen that under the previous technology, this creation has indeed achieved the desired effect, and it is not easy for people who are familiar with the art to think about it. Its progressive and practicality has already met the patent application requirements.提出 Submit a patent application in accordance with the law, and ask your bureau to approve the application for this new type of patent, in order to encourage creation, to the sense of virtue.

The above is intended to be illustrative only and not limiting. Any other equivalent modifications or alterations to the spirit and scope of the present invention are intended to be included in the scope of the appended claims.

1‧‧‧Traffic information release system

11‧‧‧Weather Historical Data Statistics Module

111‧‧‧Weather history data

12‧‧‧Traffic and Environmental History Data Statistics Module

121‧‧‧Traffic and environmental history data

13‧‧‧ Big Data Analysis Module

131‧‧‧Traffic and environmental forecasts

132‧‧‧Travel time forecast

14‧‧‧User Query Module

Claims (12)

A traffic information release system is operated in a computer host and includes: a weather historical data statistics module for storing weather historical data of a plurality of areas; and a traffic and environmental historical data statistics module for storing the A traffic and environmental history data of the region; a large data analysis module that analyzes the weather historical data and the traffic and environmental historical data by a large data analysis method based on a plurality of weather conditions projects and a plurality of traffic and environmental conditions projects. To generate a traffic and environmental forecast and a travel time forecast for the areas; and a user query module to store the traffic and environmental forecast and the travel time forecast to provide a query function. The traffic information release system of claim 1, wherein the big data analysis module analyzes the weather historical data and/or the traffic and environmental historical data by the big data analysis method to generate a plurality of traffic jam indicators. . The traffic information release system of claim 1, wherein the traffic and environmental forecast is represented by a daily flow multiple or a time rate map. The traffic information release system of claim 1, wherein the weather condition item comprises one or more of rainfall, typhoon data and weather data, and the traffic and environmental condition items include traffic flow, One or more of the type of vacation, the number of holiday days, and the starting time of the school's winter and summer vacations. For example, the traffic information release system described in claim 2, wherein the traffic jam indicator includes a continuous low-speed frequency of the traffic flow and a remaining number of parking spaces. For example, the traffic information release system described in the second application of the patent scope includes an instant analysis module, which analyzes an instant traffic based on a plurality of real-time weather conditions items and a plurality of instant traffic and environmental conditions items by the big data analysis method. Update with environmental information and an instant weather data The traffic and environment forecast and the travel time forecast. The traffic information release system as described in claim 6 further comprises an instant traffic and environmental data receiving module coupled to the instant analysis module and receiving the instant traffic and environmental data. The traffic information release system of claim 7 further includes an instant weather data receiving module coupled to the instant analysis module and receiving the instant weather data. The traffic information release system of claim 8 further includes an early warning transmitting module that analyzes the instantaneous traffic and environmental data and/or the real-time weather data according to the traffic jam indicators by the big data analysis method. To generate an analysis result, if the analysis result exceeds a threshold of any traffic jam indicator, the early warning transmitting module broadcasts a traffic jam warning message or sends the traffic jam warning message to a plurality of user devices. The traffic information release system of claim 8, wherein the instant weather conditions item comprises one or more of an instantaneous rainfall amount, an instant typhoon data, and an instant weather data. For example, the traffic information release system described in claim 8 includes the instant traffic flow, the reservation event, the seasonal event, the north-south flow difference, the public transportation ticket reservation status, and the parking lot remaining. One or more of the number of passengers, hotel occupancy, emergency and online search. The traffic information distribution system according to any one of the claims 1, 2, 8, and 9, wherein the big data analysis method comprises a decision tree algorithm, a random forest algorithm, and a decision self-learning algorithm. One or more of them.