CN107680404A - A kind of implementation method of the intelligent screening algorithm of shared stall system - Google Patents

A kind of implementation method of the intelligent screening algorithm of shared stall system Download PDF

Info

Publication number
CN107680404A
CN107680404A CN201711044558.XA CN201711044558A CN107680404A CN 107680404 A CN107680404 A CN 107680404A CN 201711044558 A CN201711044558 A CN 201711044558A CN 107680404 A CN107680404 A CN 107680404A
Authority
CN
China
Prior art keywords
parking stall
parking
vehicle
user
time
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
Application number
CN201711044558.XA
Other languages
Chinese (zh)
Inventor
郭永安
杨晔
郭晓敏
朱洪波
杨龙祥
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Nanjing National Mdt Infotech Ltd
Nanjing Post and Telecommunication University
Nanjing University of Posts and Telecommunications
Original Assignee
Nanjing National Mdt Infotech Ltd
Nanjing Post and Telecommunication University
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Nanjing National Mdt Infotech Ltd, Nanjing Post and Telecommunication University filed Critical Nanjing National Mdt Infotech Ltd
Priority to CN201711044558.XA priority Critical patent/CN107680404A/en
Publication of CN107680404A publication Critical patent/CN107680404A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/14Traffic control systems for road vehicles indicating individual free spaces in parking areas
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/04Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/40Business processes related to the transportation industry

Landscapes

  • Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • Human Resources & Organizations (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Economics (AREA)
  • Strategic Management (AREA)
  • Marketing (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Game Theory and Decision Science (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Development Economics (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention discloses a kind of implementation method of the intelligent screening algorithm of shared stall system, this method is solved in nowadays living, the problems such as parking stall resource utilization is low.Vehicle nowadays on the market is classified according to size specification first, each type of vehicle can correspond to different size of parking stall, and vehicle is sorted out by reading vehicle model, and satisfactory parking stall and affiliated parking lot are looked for according to categorization results;Then the method for common factor is taken to obtain the time of coincidence section of car owner's down time and parking stall free time with section, return to corresponding parking stall and affiliated parking lot, take common factor to obtain final target parking position the result obtained by this result and above-mentioned categorizing operation, and require to be ranked up according to user.According to this " stagger the time wrong area " algorithm, the problem of not only solving nowadays parking difficulty, while realize the function of alleviating road traffic pressure, order parking is more convenient with intelligence.

Description

A kind of implementation method of the intelligent screening algorithm of shared stall system
Technical field
The present invention relates to a kind of realization side of shared stall system " stagger the time wrong area " intelligent screening algorithm based on big data Method, belong to computer programming language technical field.
Background technology
As the continuous development of society, the rising of economic strength, the living standard of people increasingly improve, the quantity of motor vehicle Also growth as geometry is being presented, and under this booming excellent situation, the parking problem of motor vehicle but becomes people Growing interest focus.The phenomenon for the automobile for disorderly stopping to leave about as automobile quantity is continuously increased, in city grows in intensity, and this is not But smooth traffic is hindered, into the hidden danger of traffic accident, has had a strong impact on the life of resident, can also induce public security, criminal case Part, it also have impact on management and the image in city.
In life of today, many car owner's problems faceds are to can not find parking stall, and the very corn of a subject is to stop The rare numbers and parking stall resource utilization of position are relatively low.According to news report, nowadays big city Parking Stall with Between 0.4 to 0.6, this meant that in parking demand peak period the ratio of vehicles number, has a large amount of car owners and looks for not To parking stall so as to the bad phenomenon for causing roadside disorderly to be stopped;At the same time, it is also current institute that the parking stall utilization of resources is uneven The significant problem faced, the period substantially can be divided into working time section and time of having a rest section in our daily life, Between at work during section, most of city's witenagemots drive to go to work-yard, and this aspect can cause work-yard parking stall tight , idle situation on the one hand just occurs on the parking stall of residential quarter.Likewise, in the period of rest, with residential quarter car Position it is nervous it is corresponding be job site parking stall quantity it is relatively abundant.In addition, labour valency in short supply in nowadays land resource Under the high background of lattice, need to expend substantial amounts of manpower and materials using taking over the land for use and building new parking lot.Therefore, how more effectively Ground using the parking resource in present society with just becoming the key problem that we need to solve.
The content of the invention
Present invention aims at for nowadays society in parking stall quantity it is few, parking resource stops using caused by inequality Che Nan, the problem of random of stopping, propose the implementation method of a kind of and big data " stagger the time wrong area " intelligent screening algorithm, the party Method solves nowadays parking supply and demand strained relations, and the parking stall utilization of resources is poorly efficient, and searching parking stall is cumbersome, and operation cost height etc. is asked Topic, while be directed to user's rental parking stall becoming intelligent, system experiences the hommization that seems, parking stall utilizes time fragment Change, embody the theory of " shared economy ".
Concrete technical scheme includes:Parking stall at present on the market is roughly divided into greatly according to size, in, it is small three kinds Type;Collect and store vehicle models all on the market and corresponding sized data, and according to the size data on its chassis It is classified as suitable parking stall and is applicable vehicle;The period of user's parking is available for the period of lease with idle parking stall Represented in the form of section, time of coincidence section is obtained with the method for common factor is taken;According to time of coincidence section and applicable parking stall, Satisfactory candidate parking stall is filtered out with reference to the distance of parking stall and car owner destination, and is arranged according to the requirement of user Sequence.According to the filtering algorithm of this " stagger the time wrong area ", parking stall caused parking difficulty in short supply, parking stall poor efficiency are not only alleviated The problem of, while the function of leasing parking stall whenever and wherever possible is realized, order parking improves Consumer's Experience more fast with intelligence, The green consuming of " making the best use of everything " is embodied, the Advanced Idea of " shared economy " has been implemented, has complied with the trend in epoch.The party Method realizes vehicle model and classified automatically, the matching of parking stall size, time screening, intelligent sequencing, has reached user's intelligent parking Change, client experience hommization, the purpose of parking stall usage time fragmentation.Its function of mainly realizing includes:1) read in and use The vehicle model of family input, Auto-matching and the adaptation parking stall for being classified to correspondingly sized specification;2) read in user and use parking The period of position and idle parking stall can utilize the period and be stored in the form of section in array, be asked with the thought to seek common ground The time of coincidence section for going out two sections is using the period;3) destination of car owner's traveling is read in, is automatically positioned and calculates Distance of each parking stall apart from destination;4) auto-sequencing is carried out according to user's request.
The technical scheme adopted by the invention to solve the technical problem is that:A kind of shared parking stall system based on technology of Internet of things System " stagger the time wrong area " intelligent screening algorithm, this method comprise the following steps:
Step 1:User opens shared parking stall cell-phone customer terminal, inputs vehicle model, the destination of traveling and required The period of parking.
Step 2:The prefabricated several array users of algorithm store the vehicle model of user's input, destination and down time area Between etc. data, in addition algorithm can also store the idle time interval in each parking stall and the empty array for returning result.
Step 3:The vehicle model that algorithm inputs first against user, by obtaining corresponding car to the traversal of background data base Specification (such as the length and width on chassis).Herein by the parking stall of the sized data of vehicle and database purchase on basis Length and width data traveled through and compared, obtain qualified parking stall and affiliated parking lot.
Step 4:The down time data that user inputs are first converted into inter-area modes by algorithm, then to the parking stall free time when Between section traveled through, any section in two groups of arrays is sought common ground, operation result is stored in new array, return Corresponding parking stall result.
Step 5:The fortune that the parking stall result that the parking stall and step 4 that step 3 is obtained are obtained is sought common ground Calculate, finally met the target parking position of size specification and down time demand and affiliated parking lot.
Step 6:Algorithm obtains the geographical position that user specifies destination, the target parking lot of calculation procedure 5 and destination The distance between, user is ranked up according to the distance of distance, obtains oneself preferable the selection result.
Beneficial effect
What 1. the shared parking stall system based on technology of Internet of things of the present invention was implemented is the theory of " shared economy ", it is intended to The parking stall left unused in life is recycled, makes more citizen to have parking stall can at any time by way of shared Choosing, has parking stall to stop.On the one hand the problem of alleviating the parking difficulty caused by the scarcity of resources of parking stall, on the other hand also maximize The utilization ratio on parking stall, reach the effect made the best use of everything, new economic benefits can either be produced, while to alleviating traffic pressure Also play great help.
2. it is exactly to start with from the utilization rate of free parking space based on this " stagger the time wrong area " intelligent algorithm for sharing stall system, For nowadays parking stall and vehicles number unbalanced supply-demand problem, thought simultaneously is handed over using the section in mathematics, it is proposed that when Between filtering algorithm implementation method, with reference to the applicability and the distance of candidate parking stall and destination of parking stall size, from multi-party Face is that user recommends suitable free parking space.The intellectuality and diversification on user's selection target parking stall are not only realized, together When can also realize fragmentation that parking stall uses, play the effect for improving free parking space utilization rate, alleviate traffic pressure, Done one's bit for urban transportation construction.
Brief description of the drawings
Fig. 1 is flow chart of the method for the present invention.
Embodiment
The present invention is the vehicle model for inputting user, and usage time interval, these three parameters of destination are as three examinations Factor filters out the candidate parking stall of most suitable user's request.Firstly for the vehicle model of user's input, algorithm can be read in The parameter of model simultaneously travels through background data base, finds the data of corresponding vehicle model, stores the length and width of vehicle chassis Degree.Chassis-date is matched with the different types of parking stall classified in advance, determines the parking stall type of vehicle adaptation (large, medium and small), the parking stall of a part of candidate is can determine that according to parking stall type.
Second step is the period parameter for reading in user's input, by the period of user's input and the parking stall of system intialization It is stored in using the period in the form of section in vacant array, the end points in section is represented in the form of 4-digit number, such as early Morning 8: 15 is designated as 0815,8: 40 is designated as 2040 at night.Two periods are considered as parallel straight line, set a time to pass Feel line, any one section that it can be counted in two timelines respectively passes through its own how many individual time points, and then we are logical The number through the point of line is crossed to judge whether that section overlaps, when the point through line is unnecessary one, now assert section Overlap, put and accumulated gradually as a section when these, be exactly the common factor in two sections that we finally obtain, i.e., user uses The parking stall period is available for the time of coincidence section of lease duration section with idle parking, it is contemplated that reality factor, when we will overlap Between the candidate parking stall that is more than corresponding to hour screen, as another part candidate parking stall.
3rd step is that the candidate parking stall of above-mentioned two step is done to the operation once to seek common ground, obtain simultaneously meet size requirements and The candidate parking stall of time requirement.The destination parameter of user's input is now read in, the automatic geographical position for obtaining destination, is calculated Candidate parking stall and the distance of destination, user can carry out auto-sequencing according to the far and near of distance, select the target of oneself to stop Position.
The implementation process (false code) of the present invention includes as follows:

Claims (1)

  1. A kind of 1. implementation method of the intelligent screening algorithm of shared stall system, it is characterised in that:Including initialization data, identification Vehicle, traversal cluster, states array, solves time of coincidence section, distance is calculated, according to condition returning result;
    Described initialization data refers to that algorithm obtains the destination of user's input, vehicle and down time short three parameters;
    Described identification vehicle is to be matched the vehicle model of input with background data base data, obtains the chi of corresponding vehicle Very little data;
    Described traversal cluster refers to obtain by way of traveling through meet the parking stall and parking stall of vehicle dimension where Parking lot;
    Described statement array refers to algorithm two groups of empty arrays of statement in advance, for depositing parking and parking stall needed for car owner The idle time;
    Described solution time of coincidence section refers to the mathematical operations to be sought common ground to the above-mentioned time interval that both set up, gained New set be the period for being available for car owner to stop;
    Described calculating distance refers to be automatically positioned destination and the position in all parking lots, and calculate each parking lot nearby To the distance of destination;
    Described refers to according to condition returning result:The screening requirement that algorithm is set according to user is screened and sorted, most Return as a result afterwards;
    Specifically comprise the following steps:
    Step 1:User opens shared parking stall cell-phone customer terminal, inputs vehicle model, the destination of traveling and required parking Period;
    Step 2:Prefabricated several array users store the vehicle model of user's input, the number such as destination and down time section According to algorithm can also store the idle time interval in each parking stall and the empty array for returning result in addition;
    Step 3:First against the vehicle model of user's input, by the specification that corresponding vehicle is obtained to the traversal of background data base Size;The length and width data of the sized data of vehicle and the parking stall of database purchase are traveled through and compared on basis herein Compared with obtaining qualified parking stall and affiliated parking lot;
    Step 4:The down time data that user inputs are first converted into inter-area modes, then parking stall free time section entered Row traversal, seeks common ground to any section in two groups of arrays, operation result is stored in new array, stopped corresponding to return Parking stall result;
    Step 5:The computing that the parking stall result that the parking stall and step 4 that step 3 is obtained are obtained is sought common ground, is obtained To the target parking position and affiliated parking lot for finally meeting size specification and down time demand;
    Step 6:Obtain user specify destination geographical position, between the target parking lot of calculation procedure 5 and destination away from From user is ranked up according to the distance of distance, obtains oneself preferable the selection result.
CN201711044558.XA 2017-10-31 2017-10-31 A kind of implementation method of the intelligent screening algorithm of shared stall system Pending CN107680404A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201711044558.XA CN107680404A (en) 2017-10-31 2017-10-31 A kind of implementation method of the intelligent screening algorithm of shared stall system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201711044558.XA CN107680404A (en) 2017-10-31 2017-10-31 A kind of implementation method of the intelligent screening algorithm of shared stall system

Publications (1)

Publication Number Publication Date
CN107680404A true CN107680404A (en) 2018-02-09

Family

ID=61143492

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201711044558.XA Pending CN107680404A (en) 2017-10-31 2017-10-31 A kind of implementation method of the intelligent screening algorithm of shared stall system

Country Status (1)

Country Link
CN (1) CN107680404A (en)

Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109064770A (en) * 2018-07-09 2018-12-21 胡佂宇 A kind of intelligent parking space
CN109191894A (en) * 2018-09-28 2019-01-11 安徽省极索智能科技有限公司 A kind of intelligent parking stall sharing method based on Internet of Things
CN109598975A (en) * 2018-12-28 2019-04-09 西安艾润物联网技术服务有限责任公司 Virtual parking area management method, server and computer readable storage medium
CN109949608A (en) * 2019-04-26 2019-06-28 南京邮电大学 Stagger the time parking management system and method based on narrowband Internet of Things
CN110782701A (en) * 2019-11-14 2020-02-11 广东科学技术职业学院 Parking management method and device, server and unmanned vehicle
CN111192472A (en) * 2019-11-12 2020-05-22 恒大智慧科技有限公司 Community parking space management method and system and computer readable storage medium
CN111190942A (en) * 2020-01-06 2020-05-22 浙江大学城市学院 Urban road parking spot overall analysis method based on data mining technology
CN111882908A (en) * 2020-07-14 2020-11-03 苏秋燕 Vehicle service system based on cloud computing and data analysis
CN111915925A (en) * 2020-08-05 2020-11-10 广东飞翔云计算有限公司 Intelligent parking management method, device and system and storage medium
CN112183413A (en) * 2020-09-30 2021-01-05 东风柳州汽车有限公司 Parking space detection method and device, storage medium and vehicle
CN112328289A (en) * 2020-11-26 2021-02-05 新华三信息技术有限公司 Firmware upgrading method, device, equipment and storage medium
CN112435353A (en) * 2020-11-05 2021-03-02 杨龙 Vacant parking stall sharing system of hiring out based on block chain
CN112837559A (en) * 2021-01-18 2021-05-25 内蒙古巨宇测绘有限公司 Target parking space selection method and device
CN112908026A (en) * 2021-01-30 2021-06-04 内蒙古巨宇测绘有限公司 New energy parking space determination method and device
CN113096435A (en) * 2021-03-25 2021-07-09 上海肯汀通讯科技有限公司 Shared parking place determining method, device, equipment and storage medium
CN114168827A (en) * 2021-11-30 2022-03-11 珠海云洲智能科技股份有限公司 Method and device for indicating ship to park and electronic equipment

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102013205810A1 (en) * 2012-04-06 2013-12-05 Xerox Corporation SYSTEM AND METHOD FOR ASSESSING AVAILABLE PARKING SPACES FOR PARKING ON THE ROAD WITH SEVERAL PLACES
CN103871270A (en) * 2014-02-28 2014-06-18 张剑锋 Cloud computing and big data-based parking method and system
CN106228837A (en) * 2016-08-03 2016-12-14 袁湘华 A kind of parking space information processing method and device thereof
CN107195195A (en) * 2017-06-21 2017-09-22 深圳市盛路物联通讯技术有限公司 A kind of parking guidance system and method based on parking lot

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102013205810A1 (en) * 2012-04-06 2013-12-05 Xerox Corporation SYSTEM AND METHOD FOR ASSESSING AVAILABLE PARKING SPACES FOR PARKING ON THE ROAD WITH SEVERAL PLACES
CN103871270A (en) * 2014-02-28 2014-06-18 张剑锋 Cloud computing and big data-based parking method and system
CN106228837A (en) * 2016-08-03 2016-12-14 袁湘华 A kind of parking space information processing method and device thereof
CN107195195A (en) * 2017-06-21 2017-09-22 深圳市盛路物联通讯技术有限公司 A kind of parking guidance system and method based on parking lot

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
王盛莉: ""基于私家泊位共享的智能停车选择研究"", 《中国优秀硕士学位论文全文数据库 工程科技Ⅱ辑》 *

Cited By (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109064770A (en) * 2018-07-09 2018-12-21 胡佂宇 A kind of intelligent parking space
CN109064770B (en) * 2018-07-09 2021-08-27 深圳市星河智善科技有限公司 Intelligent parking space based on block chain
CN109191894A (en) * 2018-09-28 2019-01-11 安徽省极索智能科技有限公司 A kind of intelligent parking stall sharing method based on Internet of Things
CN109598975A (en) * 2018-12-28 2019-04-09 西安艾润物联网技术服务有限责任公司 Virtual parking area management method, server and computer readable storage medium
CN109949608A (en) * 2019-04-26 2019-06-28 南京邮电大学 Stagger the time parking management system and method based on narrowband Internet of Things
CN111192472A (en) * 2019-11-12 2020-05-22 恒大智慧科技有限公司 Community parking space management method and system and computer readable storage medium
CN110782701A (en) * 2019-11-14 2020-02-11 广东科学技术职业学院 Parking management method and device, server and unmanned vehicle
CN111190942A (en) * 2020-01-06 2020-05-22 浙江大学城市学院 Urban road parking spot overall analysis method based on data mining technology
CN111190942B (en) * 2020-01-06 2022-04-19 浙江大学城市学院 Urban road parking spot overall analysis method based on data mining technology
CN111882908A (en) * 2020-07-14 2020-11-03 苏秋燕 Vehicle service system based on cloud computing and data analysis
CN111915925A (en) * 2020-08-05 2020-11-10 广东飞翔云计算有限公司 Intelligent parking management method, device and system and storage medium
CN112183413A (en) * 2020-09-30 2021-01-05 东风柳州汽车有限公司 Parking space detection method and device, storage medium and vehicle
CN112183413B (en) * 2020-09-30 2024-05-14 东风柳州汽车有限公司 Parking space detection method and device, storage medium and vehicle
CN112435353A (en) * 2020-11-05 2021-03-02 杨龙 Vacant parking stall sharing system of hiring out based on block chain
CN112435353B (en) * 2020-11-05 2023-11-28 内蒙古快为科技有限公司 Block chain-based idle parking space sharing renting system
CN112328289A (en) * 2020-11-26 2021-02-05 新华三信息技术有限公司 Firmware upgrading method, device, equipment and storage medium
CN112328289B (en) * 2020-11-26 2023-08-25 新华三信息技术有限公司 Firmware upgrading method, device, equipment and storage medium
CN112837559A (en) * 2021-01-18 2021-05-25 内蒙古巨宇测绘有限公司 Target parking space selection method and device
CN112908026B (en) * 2021-01-30 2022-04-22 内蒙古巨宇测绘有限公司 New energy parking space determination method and device
CN112908026A (en) * 2021-01-30 2021-06-04 内蒙古巨宇测绘有限公司 New energy parking space determination method and device
CN113096435B (en) * 2021-03-25 2023-02-28 上海肯汀通讯科技有限公司 Shared parking place determining method, device, equipment and storage medium
CN113096435A (en) * 2021-03-25 2021-07-09 上海肯汀通讯科技有限公司 Shared parking place determining method, device, equipment and storage medium
CN114168827A (en) * 2021-11-30 2022-03-11 珠海云洲智能科技股份有限公司 Method and device for indicating ship to park and electronic equipment

Similar Documents

Publication Publication Date Title
CN107680404A (en) A kind of implementation method of the intelligent screening algorithm of shared stall system
CN105702082B (en) The method and system of parking stall reservation and parking lot selection are realized based on mobile terminal App
CN107038488B (en) Parking lot real-time parking space reservation method based on parking space prediction and parking selection
CN111640325A (en) Community parking system and method based on big data
CN103871270A (en) Cloud computing and big data-based parking method and system
CN112435353B (en) Block chain-based idle parking space sharing renting system
CN106530810A (en) Traffic guidance system based on information of parking lot
CN109255947A (en) A kind of parking stall management method, apparatus and terminal device
CN108961813A (en) A kind of novel intelligent parking lot
CN110245847A (en) A kind of evaluation method based on parking position layout and vehicle parking behavior
CN108280744A (en) It is a kind of that rent method and system are shared based on the parking stall intelligently locked
CN111915925A (en) Intelligent parking management method, device and system and storage medium
CN105575172A (en) System for searching and exchanging idle parking spaces through Internet
CN106530815A (en) Method and system for assigning parking lot area
CN110782697A (en) Private parking space sharing system based on cloud data and double platforms
CN104778858A (en) Parking lot management system and method based on Internet of Things
CN114446090B (en) Method, device, equipment and medium for generating parking space arrangement scheme of ground parking lot
CN113763728B (en) Traffic organization and signal timing collaborative optimization method, device and equipment
CN117409492A (en) Unmanned operation management method and system for intelligent parking in road
CN109949608A (en) Stagger the time parking management system and method based on narrowband Internet of Things
CN111179629A (en) Distributed parking lot parking space reservation management system
CN113096377B (en) Vehicle carpooling planning method based on urban heterogeneity
CN110706513A (en) Parking space reservation management system, method, community platform and storage medium
CN116229593B (en) Large-scale unattended parking management method and system
CN116665484A (en) Design method for optimizing urban parking facility layout

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
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20180209

WD01 Invention patent application deemed withdrawn after publication