CN106696743A - Method and system for intelligent charging reminding and reservation charging of battery electric vehicle - Google Patents

Method and system for intelligent charging reminding and reservation charging of battery electric vehicle Download PDF

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Publication number
CN106696743A
CN106696743A CN201710019268.3A CN201710019268A CN106696743A CN 106696743 A CN106696743 A CN 106696743A CN 201710019268 A CN201710019268 A CN 201710019268A CN 106696743 A CN106696743 A CN 106696743A
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CN
China
Prior art keywords
charging
electric automobile
automobile
intelligent terminal
cloud computing
Prior art date
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Pending
Application number
CN201710019268.3A
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Chinese (zh)
Inventor
何锋
颜廷坤
周凯
杨立成
郭朝纶
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Guizhou University
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Guizhou University
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Publication date
Application filed by Guizhou University filed Critical Guizhou University
Priority to CN201710019268.3A priority Critical patent/CN106696743A/en
Publication of CN106696743A publication Critical patent/CN106696743A/en
Pending legal-status Critical Current

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Classifications

    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60L—PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
    • B60L53/00—Methods of charging batteries, specially adapted for electric vehicles; Charging stations or on-board charging equipment therefor; Exchange of energy storage elements in electric vehicles
    • B60L53/60—Monitoring or controlling charging stations
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60L—PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
    • B60L53/00—Methods of charging batteries, specially adapted for electric vehicles; Charging stations or on-board charging equipment therefor; Exchange of energy storage elements in electric vehicles
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60L—PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
    • B60L58/00—Methods or circuit arrangements for monitoring or controlling batteries or fuel cells, specially adapted for electric vehicles
    • B60L58/10—Methods or circuit arrangements for monitoring or controlling batteries or fuel cells, specially adapted for electric vehicles for monitoring or controlling batteries
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
    • Y02T10/00—Road transport of goods or passengers
    • Y02T10/60—Other road transportation technologies with climate change mitigation effect
    • Y02T10/70—Energy storage systems for electromobility, e.g. batteries
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
    • Y02T10/00—Road transport of goods or passengers
    • Y02T10/60—Other road transportation technologies with climate change mitigation effect
    • Y02T10/7072—Electromobility specific charging systems or methods for batteries, ultracapacitors, supercapacitors or double-layer capacitors
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
    • Y02T90/00—Enabling technologies or technologies with a potential or indirect contribution to GHG emissions mitigation
    • Y02T90/10—Technologies relating to charging of electric vehicles
    • Y02T90/12—Electric charging stations
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
    • Y02T90/00—Enabling technologies or technologies with a potential or indirect contribution to GHG emissions mitigation
    • Y02T90/10—Technologies relating to charging of electric vehicles
    • Y02T90/14—Plug-in electric vehicles
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
    • Y02T90/00—Enabling technologies or technologies with a potential or indirect contribution to GHG emissions mitigation
    • Y02T90/10—Technologies relating to charging of electric vehicles
    • Y02T90/16—Information or communication technologies improving the operation of electric vehicles

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  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Sustainable Development (AREA)
  • Sustainable Energy (AREA)
  • Electric Propulsion And Braking For Vehicles (AREA)

Abstract

The invention discloses a system for intelligent charging reminding and reservation charging of an electric vehicle. The system comprises a vehicle intelligent terminal, an electric vehicle battery set, an electric vehicle charging station and a cloud computing center; the vehicle intelligent terminal is connected with the electric vehicle battery set and the cloud computing center; and the cloud computing center is connected with the electric vehicle charging station. When the vehicle intelligent terminal of the electric vehicle detects that the remaining electric quantity of the electric vehicle is not sufficient, a voice system of the vehicle intelligent terminal gives an electric quantity alarm to request a driver to conduct charging operation, pushes the travelling distance using the remaining electric quantity to the driver, estimates consumption of the electricity quantity of the distance from the vehicle to all near charging stations, shows the number of unused charging piles of all the near charging stations, and recommends the driver to choose which charging station to charge. According to the system for intelligent charging reminding and reservation charging, the problems that in the prior art, estimation of the remaining electricity quantity and travelling distance is not accurate, and the electric vehicle has no electricity during travelling caused by failing to select the appropriate charging station can be solved.

Description

A kind of pure electric automobile intelligent charge is reminded and reservation charging method and system
Technical field
Reminded the present invention relates to a kind of electric automobile intelligent charge and reservation charging system and method, belong to new-energy automobile Service and technical field of information processing.
Background technology
As expanding economy and the continuous of science and technology are improved forward, present automobile is being not already traditional sense On walking-replacing tool, but the intelligentized vehicles combined with intelligent terminal.Pure electric automobile and transmission automobile vapour Car is the same, and electricity is shown by instrument board, by driver according to the dump energy of data display judge whether into Row charges, and easily forgets to check power instrument yet with driver, and electric automobile electricity just goes to charge when too low, causes vehicle Traveling there just is not electricity less than charging station, and when recognizing that electric automobile needs to charge, it is impossible to most suitable charging station is selected, is indulged in Miss the charging interval.
The content of the invention
The technical problem to be solved in the present invention is：The system that a kind of electric automobile intelligent charge prompting and reservation charging are provided And method, with solve prior art presence to estimate dump energy and operating range inaccurate, and suitable charging cannot be selected The electric automobile that station is caused does not have the problem of electricity in midway.
Technical scheme：A kind of electric automobile intelligent charge reminds the system with reservation charging, including automobile intelligence Energy terminal, batteries of electric automobile group, electric automobile charging station and cloud computing center, automobile intelligent terminal and batteries of electric automobile group Connection, automobile intelligent terminal couples with cloud computing center, and cloud computing center couples with electric automobile charging station.
The electric automobile is provided with the automobile intelligent electric quantity reminding device being connected with automobile intelligent terminal.
The operating method of aforementioned system is：When electric automobile starts, automobile intelligent terminal juncture detection electric automobile electricity The dump energy of pond group, when dump energy is less than default charge value, automobile intelligent electric quantity reminding device sends alarm signal, askes Ask whether driver needs to be charged；When driver judges to need to carry out charging operations, need to fill to automobile intelligent terminal The signal of electricity, now, automobile intelligent terminal sends to cloud computing center, cloud computing vehicle position information, remaining driving mileage Center is according to the positional information and remaining driving mileage of electric automobile, and it is neighbouring all electronic that detecting electric automobile to be driven to The service condition of vehicle charging station and charging pile, including nearby all charging stations position, in charging station charging pile be not used and The quantity being currently in use, and judge just in the charging interval that charging vehicle is also required, cloud computing center will collect all data Feedback automobile intelligent terminal, automobile intelligent terminal-pair cloud computing center feedack is analyzed, including neighbouring being not used is filled The position in power station, the filling time of charging vehicle above the charging pile in being currently in use, and electric automobile during traveling is estimated to each The time of individual charging station, intellectual analysis go out comprehensive optimal charging station location, by qualified charging pile position by good and bad suitable Sequence is ranked up, and feeds back information to driver, is charged by driver's selection charging station, is selected when determination driver is obtained During the charging station location selected, charge information is sent and gives cloud computing center, charging pile is preengage, and vehicle traveling of navigating To the optimal route of the charging pile, driver's charging pile of driving in a vehicle to is charged.
The beneficial effects of the invention are as follows：The present invention is reasonable in design, easy to use, and it is accurately fixed that each charging station location can be carried out Position, and pure electric automobile dump energy is automatically reminded to, according to neighbouring charging station and the distance of electric automobile, to dump energy institute energy Complete distance to be estimated, be automatically reminded to whether driver needs to be charged, and the suitable charging station of optimum selecting and charging Stake, and the reservation charging time can be shifted to an earlier date, improve charge efficiency.Compared with prior art, the present invention has further the advantage that：
1st, according to electric automobile dump energy and vehicle location, the moment monitors the distance with neighbouring charging pile to the present invention, can be effective Avoid, driver's electric vehicle drive vehicle does not have electricity, it is impossible to the normal embarrassment for arriving at.
2nd, the present invention is according to vehicle location, intelligent decision and recommends optimal charging pile, it is to avoid driver suffers from and respectively filling The embarrassment of selection is difficult between electric stake.
3rd, the present invention can effectively be preengage after driver's selection charging pile, can be prevented effectively from electric automobile driving Member waits as long in charging, saves driver's charging process time, improves charging utilization ratio.
Brief description of the drawings
Fig. 1 is schematic structural view of the invention；
Fig. 2 is functional flow diagram of the present invention；
Figure description of symbols：1- automobile intelligent terminals, 2- batteries of electric automobile groups, 3- electric vehicle drivers, 4- cloud computing centers, 5- electric automobile charging stations.
Specific embodiment
To make the object, technical solutions and advantages of the present invention clearer, the present invention is made into one below in conjunction with accompanying drawing Step ground is described in detail.
Electric automobile intelligent charge of the present invention reminds the system with reservation charging, including automobile intelligent terminal, electric automobile Battery pack, electric automobile charging station and cloud computing center, automobile intelligent terminal are connected with batteries of electric automobile group, automobile intelligent end End and cloud computing center wireless connection, cloud computing center and electric automobile charging station wireless connection, be provided with electric automobile with The automobile intelligent electric quantity reminding device of automobile intelligent terminal connection.
The operating method of the system is：When electric automobile starts, automobile intelligent terminal juncture detection batteries of electric automobile The dump energy of group, when dump energy is less than default charge value, automobile intelligent electric quantity reminding device sends alarm signal, inquiry Whether driver needs is charged；When driver judges to need to carry out charging operations, need to charge to automobile intelligent terminal Signal, now, automobile intelligent terminal sends to cloud computing center, in cloud computing vehicle position information, remaining driving mileage The heart detects the electric automobile neighbouring all electronic vapour to be driven to according to the positional information and remaining driving mileage of electric automobile The service condition of car charging station and charging pile, including nearby all charging stations position, in charging station charging pile be not used and just In the quantity for using, and judge just in the charging interval that charging vehicle is also required, it is anti-that cloud computing center will collect all data Feedback automobile intelligent terminal, automobile intelligent terminal-pair cloud computing center feedack is analyzed, including charging is nearby not used The position stood, the filling time of charging vehicle above the charging pile in being currently in use, and estimate electric automobile during traveling to each The time of charging station, intellectual analysis go out comprehensive optimal charging station location, and qualified charging pile position is pressed into order of quality It is ranked up, and feeds back information to driver, charged by driver's selection charging station, is selected when determination driver is obtained Charging station location when, by charge information send give cloud computing center, charging pile is preengage, and the vehicle that navigates travel to The optimal route of the charging pile, driver's charging pile of driving in a vehicle to is charged.
Electric automobile and charging station carry GPS positioning system in the present invention, and the relevant information of charging station can be passed Transport to cloud computing center.

Claims (3)

1. a kind of electric automobile intelligent charge reminds the system with reservation charging, including automobile intelligent terminal, batteries of electric automobile Group, electric automobile charging station and cloud computing center, it is characterised in that：Automobile intelligent terminal is connected with batteries of electric automobile group, vapour Car intelligent terminal couples with cloud computing center, and cloud computing center couples with electric automobile charging station.
2. electric automobile intelligent charge according to claim 1 reminds the system with reservation charging, it is characterised in that：It is described Electric automobile is provided with the automobile intelligent electric quantity reminding device being connected with automobile intelligent terminal.
3. electric automobile intelligent charge as claimed in claim 1 or 2 reminds the method with reservation charging, it is characterised in that：In electricity When electrical automobile starts, automobile intelligent terminal juncture detects the dump energy of batteries of electric automobile group, when dump energy is less than default During charge value, automobile intelligent electric quantity reminding device sends alarm signal, and whether inquiry driver needs to be charged；Work as driver Judgement is when needing to carry out charging operations, and to the signal that automobile intelligent terminal needs to charge, now, automobile intelligent terminal is by vehicle position Confidence breath, remaining driving mileage are sent to cloud computing center, positional information and remaining rows of the cloud computing center according to electric automobile Mileage is sailed, neighbouring all electric automobile charging stations and the service condition of charging pile that detecting electric automobile to be driven to, including The position of neighbouring all charging stations, the quantity that charging pile is not used and is currently in use in charging station, and judge just in charging vehicle Also required charging interval, cloud computing center will collect all data feedback automobile intelligent terminals, automobile intelligent terminal-pair cloud Calculating center feedack is analyzed, including the position of unused charging station nearby, above the charging pile in being currently in use The filling time of charging vehicle, and the time of electric automobile during traveling to each charging station is estimated, intellectual analysis go out comprehensive optimal Charging station location, qualified charging pile position is ranked up by order of quality, and feed back information to driver, by Driver's selection charging station is charged, and when obtaining determining the charging station location of driver's selection, charge information is sent to Cloud computing center is given, charging pile is preengage, and the vehicle that navigates is travelled to the optimal route of the charging pile, before driver drives Charged toward charging pile.
CN201710019268.3A 2017-01-11 2017-01-11 Method and system for intelligent charging reminding and reservation charging of battery electric vehicle Pending CN106696743A (en)

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Cited By (38)

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CN107342607A (en) * 2017-06-30 2017-11-10 深圳微克科技有限公司 A kind of control method of charging equipment, device and charging equipment control system
CN107512187A (en) * 2017-09-06 2017-12-26 远盈智慧能源有限公司 A kind of electric motor intelligent charging method and its charging system
CN107704938A (en) * 2017-10-31 2018-02-16 广州汽车集团股份有限公司 The reservation charging method and device of electric vehicle
CN107813725A (en) * 2017-11-10 2018-03-20 江西爱驰亿维实业有限公司 Charging method and device for electric automobile
CN107878254A (en) * 2017-12-20 2018-04-06 王泳森 Intelligent charging system of electric automobile
CN107895506A (en) * 2017-12-25 2018-04-10 大陆汽车投资（上海）有限公司 A kind of parking space information method for pushing for being used to navigate
CN108099662A (en) * 2017-12-20 2018-06-01 晁伟岩 Charging device of electric automobile with electricity monitoring function
CN108146280A (en) * 2017-12-29 2018-06-12 王辰玮 A kind of electric automobile charging station
CN108162787A (en) * 2017-12-29 2018-06-15 王辰玮 A kind of Intelligent charging method for electromobile based on shared charging pile
CN108321849A (en) * 2018-05-07 2018-07-24 郑州市交通规划勘察设计研究院 A kind of high-grade highway coordination charging control method for electric vehicle charging station
CN108448188A (en) * 2018-04-18 2018-08-24 爱驰汽车有限公司 The reservation charging method and device of new-energy automobile
CN108458716A (en) * 2018-02-02 2018-08-28 北京交通大学 A kind of electric vehicle charging air navigation aid based on the prediction of charging pile dynamic occupancy
CN108556661A (en) * 2018-04-23 2018-09-21 山东理工大学 A kind of electric vehicle actively charges early warning and reserving method
CN108583358A (en) * 2018-07-05 2018-09-28 衢州职业技术学院 The selection device and selection method of pure electric automobile charge path
CN108759832A (en) * 2018-03-30 2018-11-06 北京新能源汽车股份有限公司 A kind of air navigation aid, device and computer readable storage medium
CN108844547A (en) * 2018-04-23 2018-11-20 山东理工大学 A kind of electric car actively charges method for early warning and system
CN108928249A (en) * 2018-06-04 2018-12-04 四川能投光电有限公司 Electric vehicle charging lamp stand and rechargeable lamp bar management system
CN108955710A (en) * 2018-07-26 2018-12-07 浙江吉利新能源商用车有限公司 A kind of charging pile navigation methods and systems
CN108995555A (en) * 2018-08-02 2018-12-14 蔚来汽车有限公司 Vehicle seeks a charging method and system, monitoring client and electronic equipment, storage medium
CN109177804A (en) * 2018-08-23 2019-01-11 南京信息工程大学 A kind of battery replacement of electric automobile system based on Beidou positioning
CN109501630A (en) * 2018-12-04 2019-03-22 国网电动汽车服务有限公司 A kind of electric car charging scheme real-time recommendation method and system
CN109508037A (en) * 2018-12-28 2019-03-22 滨州学院 A kind of unmanned plane assisted charging system
CN110015105A (en) * 2017-12-18 2019-07-16 陈志勇 Charging station system
CN110081900A (en) * 2019-03-27 2019-08-02 苏州市黑甲智能科技有限公司 A kind of charging pile intelligent recommendation method, apparatus, service terminal and storage medium
CN110103765A (en) * 2019-05-23 2019-08-09 福建工程学院 One kind interconnecting charge reminder system and method based on knee
CN110126724A (en) * 2019-05-15 2019-08-16 浙江吉利控股集团有限公司 The alarming method for power and warning system and new energy vehicle of a kind of new energy vehicle
CN110386020A (en) * 2018-04-20 2019-10-29 上汽通用汽车有限公司 Electric vehicle intelligent automation charging system and method
CN110395137A (en) * 2018-04-20 2019-11-01 比亚迪股份有限公司 Electric car charge control method, device, equipment and storage medium
CN110435474A (en) * 2018-05-03 2019-11-12 南宁富桂精密工业有限公司 Charging method, server and computer readable storage medium
CN110539666A (en) * 2019-09-11 2019-12-06 广州小鹏汽车科技有限公司 method and device for heating battery of electric vehicle
CN111415021A (en) * 2020-04-02 2020-07-14 福建工程学院 Charging pile optimal position recommendation management system and method based on intelligent vehicle-mounted terminal
CN111559270A (en) * 2020-05-09 2020-08-21 长乐致远技术开发有限公司 Internet-based electric vehicle charging method
CN111572371A (en) * 2020-04-27 2020-08-25 南安昌晟消防科技有限公司 Electric vehicle charging management method
CN111754686A (en) * 2020-05-14 2020-10-09 深圳市奥拓电子股份有限公司 Charging method, device and system for intelligent expressway lamp post
CN112734063A (en) * 2019-10-11 2021-04-30 重庆广仁铁塔制造有限公司 Intelligent guide platform for charging pile
CN113400958A (en) * 2020-03-16 2021-09-17 北京新能源汽车股份有限公司 Electric automobile charging method, electric automobile and charging pile
CN115923590A (en) * 2022-12-30 2023-04-07 深圳市超越科技开发有限公司 Battery detection method and system convenient for vehicle running and storage medium
CN116644822A (en) * 2023-04-28 2023-08-25 长园综合能源(深圳)有限公司 Vehicle charging reservation method, system, electronic device and readable storage medium

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Cited By (42)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107342607A (en) * 2017-06-30 2017-11-10 深圳微克科技有限公司 A kind of control method of charging equipment, device and charging equipment control system
CN107512187A (en) * 2017-09-06 2017-12-26 远盈智慧能源有限公司 A kind of electric motor intelligent charging method and its charging system
CN107704938A (en) * 2017-10-31 2018-02-16 广州汽车集团股份有限公司 The reservation charging method and device of electric vehicle
CN107813725A (en) * 2017-11-10 2018-03-20 江西爱驰亿维实业有限公司 Charging method and device for electric automobile
CN110015105A (en) * 2017-12-18 2019-07-16 陈志勇 Charging station system
CN108099662B (en) * 2017-12-20 2021-06-25 北京煜邦电力技术股份有限公司 Electric automobile charging device with electric quantity monitoring function
CN107878254A (en) * 2017-12-20 2018-04-06 王泳森 Intelligent charging system of electric automobile
CN108099662A (en) * 2017-12-20 2018-06-01 晁伟岩 Charging device of electric automobile with electricity monitoring function
CN107895506A (en) * 2017-12-25 2018-04-10 大陆汽车投资（上海）有限公司 A kind of parking space information method for pushing for being used to navigate
CN108162787A (en) * 2017-12-29 2018-06-15 王辰玮 A kind of Intelligent charging method for electromobile based on shared charging pile
CN108146280A (en) * 2017-12-29 2018-06-12 王辰玮 A kind of electric automobile charging station
CN108458716A (en) * 2018-02-02 2018-08-28 北京交通大学 A kind of electric vehicle charging air navigation aid based on the prediction of charging pile dynamic occupancy
CN108759832A (en) * 2018-03-30 2018-11-06 北京新能源汽车股份有限公司 A kind of air navigation aid, device and computer readable storage medium
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