CN112565432A - IoT system suitable for logistics supply chain service - Google Patents
IoT system suitable for logistics supply chain service Download PDFInfo
- Publication number
- CN112565432A CN112565432A CN202011428159.5A CN202011428159A CN112565432A CN 112565432 A CN112565432 A CN 112565432A CN 202011428159 A CN202011428159 A CN 202011428159A CN 112565432 A CN112565432 A CN 112565432A
- Authority
- CN
- China
- Prior art keywords
- equipment
- data
- service
- supply chain
- unit
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/083—Shipping
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
- G16Y40/00—IoT characterised by the purpose of the information processing
- G16Y40/10—Detection; Monitoring
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
- H04L41/0631—Management of faults, events, alarms or notifications using root cause analysis; using analysis of correlation between notifications, alarms or events based on decision criteria, e.g. hierarchy, tree or time analysis
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/22—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks comprising specially adapted graphical user interfaces [GUI]
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- Economics (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Physics & Mathematics (AREA)
- General Business, Economics & Management (AREA)
- Theoretical Computer Science (AREA)
- Computing Systems (AREA)
- Development Economics (AREA)
- General Physics & Mathematics (AREA)
- Entrepreneurship & Innovation (AREA)
- Human Resources & Organizations (AREA)
- Marketing (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Strategic Management (AREA)
- Tourism & Hospitality (AREA)
- Health & Medical Sciences (AREA)
- Human Computer Interaction (AREA)
- General Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Accounting & Taxation (AREA)
- Finance (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention provides an IoT system suitable for logistics supply chain service, which comprises: the system comprises an IOT HUB, a rule engine, a device access module, a visual monitoring module and a service component module. The equipment model can be flexibly and dynamically configured, an open-source EMQX server is deployed as an equipment access end, protocols such as TCP (transmission control protocol), HTTP (hyper text transport protocol) and the like are developed and supported in a plug-in mode, an asynchronous rule engine is constructed, and data uploaded by the equipment is processed efficiently in parallel; the upstream and downstream systems can be effectively cooperated, and the expansibility and the stability of the system are greatly improved, so that the operation efficiency of a supply chain is integrally improved; the data accuracy is ensured, good experience of second-level analysis is brought to the client, and the coordination and the working efficiency of the site are effectively improved.
Description
Technical Field
The invention relates to the technical field of Internet of things, in particular to an IoT system suitable for logistics supply chain services.
Background
With the rapid development of the internet of things technology, the application and use of internet of things equipment in each link of a logistics supply chain are increasing, such as temperature and humidity monitoring equipment and GPS equipment in cold chain transportation, RFID in storage and the like. The traditional informatization system and technology can not meet the requirement of rapid change, and mainly reflect that the logistics link has more systems and the equipment data is in butt joint and dispersion, so that an upstream system and a downstream system can not run efficiently, and the operation efficiency of the whole supply chain is influenced.
In the existing logistics supply chain, a unified platform/system is lacked for managing and docking the used internet of things equipment. The docking work is that each system of a logistics supply chain is used for docking, for example, temperature control and light sensation equipment can be docked in a cold chain TMS transportation management system, and humidity monitoring equipment and RFID equipment can be docked in a WMS storage management system. In addition, the interface protocol of equipment butt joint is various, the workload of butt joint is large, the data volume is large, the performance bottleneck of a service system is often caused, and due to the fact that each link system butt joint can cause a data isolated island, the system is very unfavorable for expansion and cooperation of upstream and downstream systems of an enterprise, and the system is also unfavorable for unified management and monitoring of the enterprise on the equipment of the internet of things.
Disclosure of Invention
The invention aims to provide an IoT system suitable for logistics supply chain services, and aims to solve the technical problems of disordered access and management, insufficient data processing performance and untimely data early warning of various IoT devices used in the current logistics.
In order to achieve the purpose, the invention provides the following technical scheme:
an IoT system suitable for logistics supply chain services is provided, which comprises:
the IOT HUB is used for being in butt joint with the equipment end through a protocol and establishing a bidirectional link between the equipment end and the cloud end;
the rule engine is used for asynchronously operating the data according to rule configuration while uploading the data at the equipment end, and providing data early warning with an upstream system and a downstream system by using message middleware;
the equipment access module is used for being in butt joint with equipment to realize access, management and control on the equipment;
and the visual monitoring module is used for monitoring and displaying the equipment data.
Wherein the device access module comprises: the device management unit is used for managing the device at the device end; the instruction control unit is used for issuing a control instruction to equipment at an equipment end; the authority authentication unit is used for carrying out authority authentication on equipment at the equipment end; the data analysis unit is used for analyzing and analyzing the data uploaded by the equipment at the equipment end; the device shadow unit is used for decoupling the device at the device end from the application program; and the OTA unit is used for realizing remote management of the mobile terminal equipment and the SIM card data of the equipment end through an air interface of mobile communication.
Wherein the visual monitoring module comprises: the device comprises an equipment monitoring instrument panel unit, an operation and maintenance monitoring unit and a visualization unit.
The IoT system suitable for logistics supply chain services further comprises: a service component module; the service component module includes: data flow analysis, big data BI, machine learning, data storage TSDB, message queue and mobile terminal.
Wherein, the IoT system suitable for logistics supply chain service is constructed on the standard Java EE layered technology system, the layered system comprises:
a common application layer, which defines a common system level component and can be used among different application modules;
the display layer provides a page based on the W3C standard and support of an IOS/Android mobile platform;
the communication protocol layer provides support for a mainstream communication protocol, provides service for the outside and provides a service mode of a standard interface;
the development layer support is used for constructing a development platform on the basis of an open source technology and providing tool and component support in the development process;
the service layer is used for realizing the service of the system, the system is divided into independent deployment modules, and mutual calling is carried out through the service layer, so that the decoupling and treatment of the service are realized;
the message middleware integrates the message middleware to provide a data channel for asynchronous communication and high throughput service;
the microkernel realizes the modular combination and internal communication of the system;
and (3) a data layer: aiming at different storage objects, an integrated data storage scheme is provided by adopting a mode of coexistence of a plurality of storage schemes;
the continuous integration tool provides complete continuous integration tool support for rapid iterative test and online deployment of the system;
the implementation development tool is used for providing a code generation and script tool for data cleaning and migration in the implementation process aiming at data migration in the development process and the implementation process;
and (4) frame standard specification, and standard development and implementation specification establishment.
The invention has the following beneficial effects: the method has the advantages that the method meets the requirement of unified access and management of various types of IoT equipment data in logistics supply chains, such as transportation, storage and other links, and provides high-performance data access and processing capacity and flexible early warning processing; the upstream and downstream systems can be effectively cooperated, and the expansibility and the stability of the system are greatly improved, so that the operation efficiency of a supply chain is integrally improved; the data accuracy is ensured, good experience of second-level analysis is brought to the client, and the coordination and the working efficiency of the site are effectively improved.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
FIG. 1 is a system flow architecture diagram of the present invention;
FIG. 2 is a schematic diagram of the layered technology architecture of the present invention.
Detailed Description
The technical solutions of the present invention will be described clearly and completely with reference to the accompanying drawings, and it is to be understood that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1-2, an IoT system suitable for logistics supply chain services according to the present invention is described, which employs a distributed micro-service architecture technology, a high concurrency long connection data processing technology, and a high time-efficient computing processing technology. Mainly aiming at the difficult problems of large access concurrency and difficult large data volume processing of various hardware devices in a logistics supply chain, a set of distributed and high-performance Internet of things platform system is designed and built.
The invention relates to an IoT system suitable for logistics supply chain services, which comprises the following components: the system comprises an IOT HUB, a rule engine, a device access module, a visual monitoring module and a service component module.
The IOT HUB is used for being in butt joint with the equipment end through a protocol and establishing a bidirectional link between the equipment end and the cloud end.
And the rule engine is used for asynchronously operating the data according to rule configuration while uploading the data at the equipment end, and providing data early warning with an upstream system and a downstream system by using message middleware.
And the equipment access module is used for being butted with equipment to realize the access, management and control of the equipment. The device access module includes: the device management unit is used for managing the device at the device end; the instruction control unit is used for issuing a control instruction to equipment at an equipment end; the authority authentication unit is used for carrying out authority authentication on equipment at the equipment end; the data analysis unit is used for analyzing and analyzing the data uploaded by the equipment at the equipment end; the device shadow unit is used for decoupling the device at the device end from the application program; and the OTA unit is used for realizing remote management of the mobile terminal equipment and the SIM card data of the equipment end through an air interface of mobile communication.
And the visual monitoring module is used for monitoring and displaying the equipment data. The visual monitoring module comprises: the device comprises an equipment monitoring instrument panel unit, an operation and maintenance monitoring unit and a visualization unit.
The service component module includes: data flow analysis, big data BI, machine learning, data storage TSDB, message queue and mobile terminal.
The IoT system adopts servitization, the equipment model can be flexibly and dynamically configured, an open-source EMQX server is deployed, namely an Internet of things MQTT 5.0 server is used as an equipment access end, protocols such as TCP (transmission control protocol), HTTP (hyper text transport protocol) and the like are developed and supported in a plug-in mode, an asynchronous rule engine is constructed, data uploaded by equipment are efficiently processed in parallel, and as a result, the data are seamlessly integrated with an upstream system and a downstream system by using a message middleware, so that the expansibility, the stability and the performance of the system are greatly improved. The data accuracy is ensured, and meanwhile, good experience of second-level analysis is brought to a client. The coordination and the working efficiency of the site are effectively improved.
Equipment model configuration: the data model of the abstract internet of things equipment can define attributes, services and events of various internet of things equipment through flexible page configuration.
A rule engine: by using the asynchronous parallel operation algorithm, the data can be asynchronously operated according to the rule configuration while the data is uploaded by the equipment, such as a numerical threshold alarm, a GPS electronic fence and the like.
The IoT system applicable to logistics supply chain services is constructed on a standard Java EE layered technical system, is integrated with advanced design concepts such as distributed, servitization, modularization and the like, and defines a set of complete integration, implementation and management tools and management specifications around the development and implementation management process.
The layered system comprises:
a common application layer, which defines a common system level component and can be used among different application modules;
the display layer provides a page based on the W3C standard and support of an IOS/Android mobile platform;
the communication protocol layer provides support for a mainstream communication protocol, provides service for the outside and provides a service mode of a standard interface;
the development layer support is used for constructing a development platform on the basis of an open source technology and providing tool and component support in the development process;
the service layer is used for realizing the service of the system, the system is divided into independent deployment modules, and mutual calling is carried out through the service layer, so that the decoupling and treatment of the service are realized;
the message middleware integrates the message middleware to provide a data channel for asynchronous communication and high throughput service;
the microkernel realizes the modular combination and internal communication of the system;
and (3) a data layer: aiming at different storage objects, an integrated data storage scheme is provided by adopting a mode of coexistence of a plurality of storage schemes;
the continuous integration tool provides complete continuous integration tool support aiming at the rapid iterative test and online deployment of the system, can reduce the influence of human errors in the process and provides overall efficiency;
the implementation development tool is used for providing a code generation and script tool for data cleaning and migration in the implementation process aiming at data migration in the development process and the implementation process;
and the frame standard specification is used for formulating standard development and implementation specifications, so that the whole process is based on the specification.
The invention combines the Internet technology and the enterprise application system to construct a set of complete enterprise Internet architecture, and adopts the concepts of servitization and modularization to design and construct the core architecture of the whole system. The system is divided into a plurality of independent subsystems by using a foreground and background separation and service segmentation technology, the communication problem under different scenes is solved through an internal service framework and a message queue, and the system can keep very high availability and stability during the whole operation period by combining a distributed deployment scheme, so that the coupling degree between the systems is reduced to the maximum extent.
Designing servitization and sectional thinking, designing redundancy, and developing an independent service in each step; the main stream MQTT protocol of the current Internet of things and various protocols such as TCP and HTTP are supported for butt joint; cache management is unified, and the load of a database is reduced; the high-performance rule engine processes data in a streaming mode, and services such as data early warning and the like are seamlessly provided with an upstream system and a downstream system by using message middleware; distributed design thinking: each service can be independently deployed and operated, and the performance can be linearly improved along with the improvement of hardware.
The above description is only for the specific embodiments of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily conceive of the changes or substitutions within the technical scope of the present invention, and all the changes or substitutions should be covered within the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (5)
1. An IoT system adapted for logistics supply chain services, comprising:
the IOT HUB is used for being in butt joint with the equipment end through a protocol and establishing a bidirectional link between the equipment end and the cloud end;
the rule engine is used for asynchronously operating the data according to rule configuration while uploading the data at the equipment end, and providing data early warning with an upstream system and a downstream system by using message middleware;
the equipment access module is used for being in butt joint with equipment to realize access, management and control on the equipment;
and the visual monitoring module is used for monitoring and displaying the equipment data.
2. The IoT system applicable to logistics supply chain services according to claim 1, wherein the device access module comprises:
the device management unit is used for managing the device at the device end;
the instruction control unit is used for issuing a control instruction to equipment at an equipment end;
the authority authentication unit is used for carrying out authority authentication on equipment at the equipment end;
the data analysis unit is used for analyzing and analyzing the data uploaded by the equipment at the equipment end;
the device shadow unit is used for decoupling the device at the device end from the application program;
and the OTA unit is used for realizing remote management of the mobile terminal equipment and the SIM card data of the equipment end through an air interface of mobile communication.
3. The IoT system applicable to logistics supply chain services according to claim 2, wherein the visual monitoring module comprises: the device comprises an equipment monitoring instrument panel unit, an operation and maintenance monitoring unit and a visualization unit.
4. The IoT system applicable to logistics supply chain services as claimed in claim 3, further comprising: a service component module; the service component module includes: data flow analysis, big data BI, machine learning, data storage TSDB, message queue and mobile terminal.
5. The IoT system applicable to logistics supply chain services as claimed in claim 4, wherein the IoT system applicable to logistics supply chain services is built on top of a standard Java EE layered technology architecture, the layered architecture comprises:
a common application layer, which defines a common system level component and can be used among different application modules;
the display layer provides a page based on the W3C standard and support of an IOS/Android mobile platform;
the communication protocol layer provides support for a mainstream communication protocol, provides service for the outside and provides a service mode of a standard interface;
the development layer support is used for constructing a development platform on the basis of an open source technology and providing tool and component support in the development process;
the service layer is used for realizing the service of the system, the system is divided into independent deployment modules, and mutual calling is carried out through the service layer, so that the decoupling and treatment of the service are realized;
the message middleware integrates the message middleware to provide a data channel for asynchronous communication and high throughput service;
the microkernel realizes the modular combination and internal communication of the system;
and (3) a data layer: aiming at different storage objects, an integrated data storage scheme is provided by adopting a mode of coexistence of a plurality of storage schemes;
the continuous integration tool provides complete continuous integration tool support for rapid iterative test and online deployment of the system;
the implementation development tool is used for providing a code generation and script tool for data cleaning and migration in the implementation process aiming at data migration in the development process and the implementation process;
and (4) frame standard specification, and standard development and implementation specification establishment.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011428159.5A CN112565432A (en) | 2020-12-07 | 2020-12-07 | IoT system suitable for logistics supply chain service |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011428159.5A CN112565432A (en) | 2020-12-07 | 2020-12-07 | IoT system suitable for logistics supply chain service |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN112565432A true CN112565432A (en) | 2021-03-26 |
Family
ID=75060713
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202011428159.5A Pending CN112565432A (en) | 2020-12-07 | 2020-12-07 | IoT system suitable for logistics supply chain service |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN112565432A (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113139172A (en) * | 2021-04-23 | 2021-07-20 | 上海中通吉网络技术有限公司 | Equipment automatic docking platform suitable for logistics industry |
| CN113672594A (en) * | 2021-06-08 | 2021-11-19 | 厦门锐特信息技术有限公司 | BI report system suitable for logistics supply chain business |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110912789A (en) * | 2019-12-27 | 2020-03-24 | 无锡青起长升智能科技有限公司 | Intelligent household Internet of things communication method based on Alicloud IoT Hub platform |
-
2020
- 2020-12-07 CN CN202011428159.5A patent/CN112565432A/en active Pending
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110912789A (en) * | 2019-12-27 | 2020-03-24 | 无锡青起长升智能科技有限公司 | Intelligent household Internet of things communication method based on Alicloud IoT Hub platform |
Non-Patent Citations (3)
| Title |
|---|
| AI电唐: "阿里云IoT平台简介-物联网简介", 《HTTPS://ZHUANLAN.ZHIHU/COM/P/86712382》 * |
| CSDN人工智能头条: "环境监控场景的IoT物联网开发实战", 《HTTPS://BLOG.CSDN.NET/GULEILEO/ARTICLE/DETAILS/103379811》 * |
| INFINITEYUAN: "Aliyun学习笔记（二）阿里云物联网平台介绍", 《HTTPS://BLOG/CSDN.NET/QQ_27114397/ARTICLE/DETAILS/106606771》 * |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113139172A (en) * | 2021-04-23 | 2021-07-20 | 上海中通吉网络技术有限公司 | Equipment automatic docking platform suitable for logistics industry |
| CN113139172B (en) * | 2021-04-23 | 2023-08-11 | 上海中通吉网络技术有限公司 | Equipment autonomous docking platform suitable for logistics industry |
| CN113672594A (en) * | 2021-06-08 | 2021-11-19 | 厦门锐特信息技术有限公司 | BI report system suitable for logistics supply chain business |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US11048498B2 (en) | Edge computing platform | |
| US10007513B2 (en) | Edge intelligence platform, and internet of things sensor streams system | |
| US10187461B2 (en) | Configuring a system to collect and aggregate datasets | |
| EP3684033A1 (en) | Systems and methods for collecting, monitoring, and analyzing vehicle data from a plurality of vehicles using edge computing | |
| CN108063699B (en) | Network performance monitoring method and device, electronic equipment and storage medium | |
| Xhafa et al. | Processing and analytics of big data streams with yahoo! s4 | |
| CN112565432A (en) | IoT system suitable for logistics supply chain service | |
| CN111327692A (en) | Model training method and device and cluster system | |
| CN108038207A (en) | A kind of daily record data processing system, method and server | |
| CN110995859A (en) | Intelligent transformer substation supporting platform system based on ubiquitous Internet of things | |
| CN103067230A (en) | Method for achieving hyper text transport protocol (http) service monitoring through embedding monitoring code | |
| CN110400085B (en) | Information processing method, information processing apparatus, and information processing system | |
| CN110019158A (en) | A kind of method and apparatus of monitoring data quality | |
| Ramphela et al. | Internet of things (iot) integrated data center infrastructure monitoring system | |
| CN116155689A (en) | ClickHouse-based high-availability Kong gateway log analysis method and system | |
| CN103164776A (en) | Medicine tracing system, medicine tracing method and process monitoring method | |
| CN105653292A (en) | Method for customizing statistics expression in centralized monitoring system | |
| CN111796983B (en) | Monitoring system and method for abnormal transaction request of body color | |
| US11442773B2 (en) | Equipment management method, equipment management apparatus and equipment management system | |
| CN118035225A (en) | Big data real-time analysis method and system | |
| Rager et al. | NREL Stratus-Enabling Workflows to Fuse Data Streams, Modeling, Simulation, and Machine Learning | |
| CN116485377A (en) | Outdoor intelligent container fault processing method and device, electronic equipment and medium | |
| CN117033474A (en) | Event data acquisition method and device for bulk cargo port | |
| CN115374234A (en) | Data visualization system based on map | |
| CN114239517A (en) | Data processing method and device, electronic equipment and storage medium |
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 | ||
| TA01 | Transfer of patent application right |
Effective date of registration: 20211126 Address after: Room 603, unit 6, building 10, yuzhuyuan Yili, Liangxiang Township, Fangshan District, Beijing 102401 Applicant after: Jin Zhou Applicant after: XIAMEN SINOSERVICES INFORMATION TECHNOLOGY CO.,LTD. Address before: 361022 3f-a462, Zone C, innovation building, software park, Xiamen Torch hi tech Zone, Xiamen City, Fujian Province Applicant before: XIAMEN SINOSERVICES INFORMATION TECHNOLOGY CO.,LTD. |
|
| TA01 | Transfer of patent application right | ||
| TA01 | Transfer of patent application right |
Effective date of registration: 20220310 Address after: 361005 3f-a462, Zone C, innovation building, software park, torch high tech Zone, Xiamen, Fujian Applicant after: XIAMEN SINOSERVICES INFORMATION TECHNOLOGY CO.,LTD. Address before: Room 603, unit 6, building 10, yuzhuyuan Yili, Liangxiang Township, Fangshan District, Beijing 102401 Applicant before: Jin Zhou Applicant before: XIAMEN SINOSERVICES INFORMATION TECHNOLOGY CO.,LTD. |
|
| TA01 | Transfer of patent application right | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20210326 |
|
| RJ01 | Rejection of invention patent application after publication |