CN107609727A - A kind of Cell Culture Lab total management system and method - Google Patents
A kind of Cell Culture Lab total management system and method Download PDFInfo
- Publication number
- CN107609727A CN107609727A CN201710613523.7A CN201710613523A CN107609727A CN 107609727 A CN107609727 A CN 107609727A CN 201710613523 A CN201710613523 A CN 201710613523A CN 107609727 A CN107609727 A CN 107609727A
- Authority
- CN
- China
- Prior art keywords
- cell
- culture
- module
- cell culture
- management
- 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.)
- Granted
Links
Landscapes
- Apparatus Associated With Microorganisms And Enzymes (AREA)
Abstract
The present invention relates to a kind of Cell Culture Lab total management system and method.This method passes through rational Functional Design, system module design, effectively realize to cell culture experiments whole process integrated management, realize the electronization held before, during and after whole flow process, improve operating efficiency, and using the system architecture towards Interface design, the access of operatively compatible various operation terminals, adapts to the use demand of a variety of mobile contexts of Modern Laboratory, realizes multiple terminals coordinated management.For cell cultivation process management, carry out real-time monitoring record, culture data upload in real time, ensure that whole incubation meets production requirement, for cell culture Management of quality control, used by equipment, the real-time typing of the data such as consumptive material uses, detection records and record, ensure trackability, it is ensured that production cell quality.
Description
Technical field
The present invention relates to Design of Laboratory Management System technical field, and in particular to a kind of Cell Culture Lab integrated management system
System and method.
Background technology
The cell culture experimental technique means indispensable as modern medicine or even whole life science, are all kinds of
The important component of experimental technique platform.Cell culture is more embodied in culture skill in addition to needing consummate operating technology
The process of art is complicated, and sterile requirement is strict.The factor of influence cell culture success or failure is a lot, and any one link goes wrong,
It is unqualified Cell-Culture products to be directly resulted in.The management of Cell Culture Lab at this stage is mainly by hand-kept and reality
Room on-the-spot guidance supervision is tested, who enters whose management of laboratory, as a result causes to suffer setbacks repeatedly in cell cultivation process.For carrying out
It is independent that the mechanism of cell culture business, its business department, production division, logistics department etc. commence business in the process of running
, cause to carry out in cell culture business procedure, because linking up delay or not smooth, cell culture failure easily occur, cause the time
And cost allowance, it is often more important that most probably for being badly in need of impacting using the unit or personnel of cell.Therefore, for whole
Individual cell culture business and Cell Culture Lab, it is badly in need of effective total management system, owns in integrator cell incubation
Link, carry out unified management control, improve the control dynamics in incubation, ensure cell culture operation flow and cell training
Foster laboratory being capable of normal operation., can be right during exquisite detail experiment by Cell Culture Lab total management system
In the operational circumstances of material, the service condition of equipment, in real time monitoring producers.
Existing Routine Test Lab workflow management software, relate generally to traditional laboratory room managing flow.Functionally without
Method meets the control of each link of cell culture operation flow, and can not more meet cell cultivation process and quality control process management will
Ask.
In addition, prior art at cross-platform aspect there is also defect, with the popularization and variation of access terminals, across setting
Standby, cross-platform display becomes more and more important, and prior art only realizes the use of PC terminals, can not meet the collaboration of multiple terminals
Management.
The content of the invention
In view of the shortcomings of the prior art, the present invention is intended to provide a kind of Cell Culture Lab total management system and side
Method, by rational Functional Design, system module design, effectively realize to cell culture experiments whole process integrated management, it is real
The real-time electronic monitoring management held before, during and after existing whole flow process, improves operating efficiency.And it is using towards Interface design
System framework, the accesses of operatively compatible various operation terminals, adapts to the use demand of a variety of mobile contexts of Modern Laboratory, realizes
Multiple terminals coordinated management.For cell cultivation process management, real-time monitoring record is carried out, culture data are uploaded, ensured whole in real time
Individual incubation meets production requirement, for cell culture Management of quality control, is used by equipment, consumptive material uses, detection records
The real-time typing of data and record, ensure trackability, it is ensured that production cell quality.
To achieve these goals, the present invention adopts the following technical scheme that：
A kind of Cell Culture Lab total management system, including cell culture experiments comprehensive management module, cell culture
Process management module, cell culture Management of quality control module；
The cell culture experiments comprehensive management module includes client information management module, cell sample freezes management mould
Block, purchasing management module, inventory management module, culture project management module, personal management module, data query and statistics mould
Block；
The cell cultivation process management module includes cell culture task module, cell culture logging modle, cultivated
Journey picture recording module；
The cell culture Management of quality control module, which includes culture record supervisor module, culture video recording supervisor module, instrument, to be made
Tracing module is flowed to record supervisor module, microorganism detection logging modle, cell detection logging modle, reagent consumptive material.
On the basis of above-mentioned technical proposal, the client information management module is used for managing customer information；The cell
Sample freezes management module and freezes sample information record management for client；The purchasing management module is used to purchase reagent consumption
Material；The inventory management module is used for the Inventory Performance of control inspection reagent consumptive material；The culture project management module is used to manage
Manage cell culture project；The personal management module is used to manage cell culture personnel；The data query and statistical module are used
In tracing the buying situation of reagent consumptive material, get situation and service condition.
On the basis of above-mentioned technical proposal, the cell culture task module is used to record cell culture task；It is described
Cell culture logging modle is used for growth conditions, cell quantity, cell photo, the growth course video record for recording cell, training
The data such as actual reagent consumption, instrument usage record during supporting；The incubation picture recording module is used to record cell training
Operational circumstances during supporting.
On the basis of above-mentioned technical proposal, culture record supervisor's module is used for the culture record for verifying culture person；
Culture video recording supervisor's module is used for the video recording of cell growth process video and carries out long-range Quality Control；The instrument usage record is superintended and directed
Module is examined to be used to carry out long-range Quality Control to instrument usage record data；The microorganism detection logging modle is used for cell culture
In microorganism detection result data recorded；The cell detection logging modle is used for the growth conditions to cell, cell
The data such as quantity, cell photo carry out long-range Quality Control；The reagent consumptive material flows to tracing module and is used for the reality in incubation
Border reagent consumptive material flows to data and carries out long-range Quality Control.
A kind of Cell Culture Lab flow Management of quality control method, using above-mentioned Cell Culture Lab integrated management system
System, comprises the following steps：
(1) when producing culture order, related management personnel pass through customer information typing client information management module
Culture project management module establishes culture project；
(2) after receiving the sample of client in laboratory, sample is frozen, and recorded cell sample and freeze management mould
Block；
(3) external coordination personnel in laboratory audit order and whether sample information matches, checks reagent by inventory management module
Whether consumptive material is complete, if matching and complete, cellulation culture task, and would upload to cell culture task module；If
Reagent consumptive material deficiency by purchasing management module, it is necessary to purchase novel agent consumptive material；
(4) cell culture person gets cultivate reagent, proceeds by the culture of cell, together according to cell culture mission requirements
When typing culture project management module and personal management module；
(5) cell culture person remembers cell cultivation process, it is necessary to open multimedia video recording equipment in cell cultivation process
Record incubation picture recording module；
(6) cell culture person is needed after daily cell culture task is completed, and passes through mobile terminal or PC terminal handles
Growth conditions, cell quantity, cell photo, the growth course video record of cell, the actual reagent consumption in incubation, instrument
The data such as device usage record, it imperfectly recorded in culture record, upload to cell culture logging modle；
(7) Quality Control personnel can be verified every daily by mobile terminal or PC terminals by cell culture Management of quality control module
The culture record of individual culture person, carries out long-range Quality Control, Quality Control scope includes：The growth conditions of cell, cell quantity, cell shine
Piece, cell growth process video record, the data such as actual reagent consumption, instrument usage record in incubation；
(8) cell cultivation process key node, it is necessary to carry out necessary detection to cell, testing result needs to upload
To cell detection logging modle；
(9) until the culture of completion cell, culture task is closed；
(10) if Quality Control personnel have found that certain batch reagent has problem, can be integrated by the Cell Culture Lab
Purchasing management module, inventory management module and the data query and statistical module of management system directly trace adopting for the batch products
Purchase situation, situation and service condition, and then the effectively coverage of control problem are got, trace question classification.
On the basis of above-mentioned technical proposal, the sample of client includes blood and histocyte in step (2).
On the basis of above-mentioned technical proposal, the product in step (10) is reagent consumptive material.
The invention has the advantages that：
By the system and method for the present invention, effective linking to each link of cell culture workflow have effectively achieved
And management, the use flow direction to cell cultivation process each time, cell culture result and each batch reagent consumptive material exercise supervision
Control, meets the requirement of cell cultivation process and quality control process management.Multimedia technology and network are innovatively utilized, to cell
Growth course, cell culture operations process carry out multimedia video recording.
Using the architecture design towards interface, and the system architecture of multiple terminals collaboration is realized, adapt to modern multiple terminals ring
User's use habit under border, and then Quality Control scope and ability are expanded, the efficiency and effect of Management of quality control are improved, is realized
Remotely, efficient Management of quality control.
Brief description of the drawings
The present invention has drawings described below：
Fig. 1 Cell Culture Lab total management system structural representations.
Fig. 2 Cell Culture Lab flow Management of quality control schematic diagrames.
Embodiment
The present invention is described in further details below in conjunction with accompanying drawing and specific implementation case.
As shown in figure 1, a kind of Cell Culture Lab total management system, including cell culture experiments integrated management mould
Block, cell cultivation process management module, cell culture Management of quality control module；
The cell culture experiments comprehensive management module includes client information management module, cell sample freezes management mould
Block, purchasing management module, inventory management module, culture project management module, personal management module, data query and statistics mould
Block；
The cell cultivation process management module includes cell culture task module, cell culture logging modle, cultivated
Journey picture recording module；
The cell culture Management of quality control module, which includes culture record supervisor module, culture video recording supervisor module, instrument, to be made
Tracing module is flowed to record supervisor module, microorganism detection logging modle, cell detection logging modle, reagent consumptive material.
On the basis of above-mentioned technical proposal, the client information management module is used for managing customer information；The cell
Sample freezes management module and freezes sample information record management for client；The purchasing management module is used to purchase reagent consumption
Material；The inventory management module is used for the Inventory Performance of control inspection reagent consumptive material；The culture project management module is used to manage
Manage cell culture project；The personal management module is used to manage cell culture personnel；The data query and statistical module are used
In tracing the buying situation of reagent consumptive material, get situation and service condition.
On the basis of above-mentioned technical proposal, the cell culture task module is used to record cell culture task；It is described
Cell culture logging modle is used for growth conditions, cell quantity, cell photo, the growth course video record for recording cell, training
The data such as actual reagent consumption, instrument usage record during supporting；The incubation picture recording module is used to record cell training
Operational circumstances during supporting.
On the basis of above-mentioned technical proposal, culture record supervisor's module is used for the culture record for verifying culture person；
Culture video recording supervisor's module is used for the video recording of cell growth process video and carries out long-range Quality Control；The instrument usage record is superintended and directed
Module is examined to be used to carry out long-range Quality Control to instrument usage record data；The microorganism detection logging modle is used for cell culture
In microorganism detection result data recorded；The cell detection logging modle is used for the growth conditions to cell, cell
The data such as quantity, cell photo carry out long-range Quality Control；The reagent consumptive material flows to tracing module and is used for the reality in incubation
Border reagent consumptive material flows to data and carries out long-range Quality Control.
As shown in Fig. 2 a kind of Cell Culture Lab flow Management of quality control method, comprehensive using above-mentioned Cell Culture Lab
Management system is closed, is comprised the following steps：
(1) when producing culture order, related management personnel pass through customer information typing client information management module
Culture project management module establishes culture project；
(2) after receiving the sample of client in laboratory, sample is frozen, and recorded cell sample and freeze management mould
Block；
(3) external coordination personnel in laboratory audit order and whether sample information matches, checks reagent by inventory management module
Whether consumptive material is complete, if matching and complete, cellulation culture task, and would upload to cell culture task module；If
Reagent consumptive material deficiency by purchasing management module, it is necessary to purchase novel agent consumptive material；
(4) cell culture person gets cultivate reagent, proceeds by the culture of cell, together according to cell culture mission requirements
When typing culture project management module and personal management module；
(5) cell culture person remembers cell cultivation process, it is necessary to open multimedia video recording equipment in cell cultivation process
Record incubation picture recording module；
(6) cell culture person is needed after daily cell culture task is completed, and passes through mobile terminal or PC terminal handles
Growth conditions, cell quantity, cell photo, the growth course video record of cell, the actual reagent consumption in incubation, instrument
The data such as device usage record, it imperfectly recorded in culture record, upload to cell culture logging modle；
(7) Quality Control personnel can be verified every daily by mobile terminal or PC terminals by cell culture Management of quality control module
The culture record of individual culture person, carries out long-range Quality Control, Quality Control scope includes：The growth conditions of cell, cell quantity, cell shine
Piece, cell growth process video record, the data such as actual reagent consumption, instrument usage record in incubation；
(8) cell cultivation process key node, it is necessary to carry out necessary detection to cell, testing result needs to upload
To cell detection logging modle；
(9) until the culture of completion cell, culture task is closed；
(10) if Quality Control personnel have found that certain batch reagent has problem, can be integrated by the Cell Culture Lab
Purchasing management module, inventory management module and the data query and statistical module of management system directly trace adopting for the batch products
Purchase situation, situation and service condition, and then the effectively coverage of control problem are got, trace question classification.
On the basis of above-mentioned technical proposal, the sample of client includes blood and histocyte in step (2).
On the basis of above-mentioned technical proposal, the product in step (10) is reagent consumptive material.
For those skilled in the art, technical scheme that can be more than and design, make various corresponding
Change and deform, and all these change and deformation should be construed as being included within the protection domain of the claims in the present invention.
The content not being described in detail in this specification belongs to prior art known to professional and technical personnel in the field.
Claims (7)
- A kind of 1. Cell Culture Lab total management system, it is characterised in that including：Cell culture experiments integrated management mould Block, cell cultivation process management module, cell culture Management of quality control module；The cell culture experiments comprehensive management module includes client information management module, cell sample freezes management module, adopted Purchase management module, inventory management module, culture project management module, personal management module, data query and statistical module；The cell cultivation process management module includes cell culture task module, cell culture logging modle, incubation record As module；The cell culture Management of quality control module includes culture record supervisor module, culture video recording supervisor module, instrument and uses note Record supervisor module, microorganism detection logging modle, cell detection logging modle, reagent consumptive material flow to tracing module.
- 2. Cell Culture Lab total management system as claimed in claim 1, it is characterised in that：The client information management Module is used for managing customer information；The cell sample freezes management module and freezes sample information record management for client； The purchasing management module is used to purchase reagent consumptive material；The inventory management module is used for stock's shape of control inspection reagent consumptive material Condition；The culture project management module is used to manage cell culture project；The personal management module is used to manage cell culture Personnel；The data query and statistical module are used to trace the buying situation of reagent consumptive material, get situation and service condition.
- 3. Cell Culture Lab total management system as claimed in claim 1, it is characterised in that：The cell culture task Module is used to record cell culture task；The cell culture logging modle be used to recording the growth conditions of cell, cell quantity, Cell photo, growth course video record, actual reagent consumption and instrument usage record in incubation；The incubation Picture recording module is used to record the operational circumstances in cell cultivation process.
- 4. Cell Culture Lab total management system as claimed in claim 1, it is characterised in that：The culture record supervisor Module is used for the culture record for verifying culture person；It is described culture video recording supervisor module for cell growth process video record a video into The long-range Quality Control of row；The instrument usage record supervisor module is used to carry out long-range Quality Control to instrument usage record data；It is described micro- Biological detection logging modle is used to record the microorganism detection result data in cell culture；The cell detection record Module is used for the growth conditions to cell, and cell quantity and cell photo carry out long-range Quality Control；The reagent consumptive material flow direction tracking Module is used to flow to the actual reagent consumptive material in incubation the long-range Quality Control of data progress.
- 5. a kind of Cell Culture Lab flow Management of quality control method, using above-mentioned Cell Culture Lab total management system, It is characterised in that it includes following steps：(1) when producing culture order, customer information typing client information management module is passed through culture by related management personnel Project management module establishes culture project；(2) after receiving the sample of client in laboratory, sample is frozen, and recorded cell sample and freeze management module；(3) external coordination personnel in laboratory audit order and whether sample information matches, checks reagent consumptive material by inventory management module It is whether complete, if matching and complete, cellulation culture task, and would upload to cell culture task module；If reagent Consumptive material deficiency by purchasing management module, it is necessary to purchase novel agent consumptive material；(4) cell culture person gets cultivate reagent, proceeds by the culture of cell, record simultaneously according to cell culture mission requirements Enter to cultivate project management module and personal management module；(5) cell culture person recorded cell cultivation process, it is necessary to open multimedia video recording equipment in cell cultivation process Incubation picture recording module；(6) cell culture person is needed after daily cell culture task is completed, by mobile terminal or PC terminals cell Growth conditions, cell quantity, cell photo, growth course video record, actual reagent consumption and instrument in incubation Usage record, it imperfectly recorded in culture record, upload to cell culture logging modle；(7) Quality Control personnel can verify each training daily by cell culture Management of quality control module by mobile terminal or PC terminals The culture record of member is supported, carries out long-range Quality Control, Quality Control scope includes：The growth conditions of cell, cell quantity, cell photo, carefully Intracellular growth process video is recorded a video, actual reagent consumption and instrument usage record in incubation；(8) cell cultivation process key node, it is necessary to carry out necessary detection to cell, testing result needs to upload to thin Born of the same parents detect logging modle；(9) until the culture of completion cell, culture task is closed；(10) if Quality Control personnel have found that certain batch reagent has problem, the Cell Culture Lab integrated management can be passed through Purchasing management module, inventory management module and the data query and statistical module of system directly trace the buying feelings of the batch products Condition, situation and service condition, and then the effectively coverage of control problem are got, trace question classification.
- 6. Cell Culture Lab flow Management of quality control method as claimed in claim 5, it is characterised in that：Institute in step (2) Stating the sample of client includes blood and histocyte.
- 7. Cell Culture Lab flow Management of quality control method as claimed in claim 5, it is characterised in that：Institute in step (10) The product stated is reagent consumptive material.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710613523.7A CN107609727B (en) | 2017-07-25 | 2017-07-25 | Cell culture laboratory comprehensive management system and method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710613523.7A CN107609727B (en) | 2017-07-25 | 2017-07-25 | Cell culture laboratory comprehensive management system and method |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN107609727A true CN107609727A (en) | 2018-01-19 |
| CN107609727B CN107609727B (en) | 2020-12-04 |
Family
ID=61059618
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710613523.7A Active CN107609727B (en) | 2017-07-25 | 2017-07-25 | Cell culture laboratory comprehensive management system and method |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN107609727B (en) |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110232546A (en) * | 2019-06-11 | 2019-09-13 | 北京臻溪谷医学研究中心（有限合伙） | A kind of distribution cell Development of intelligent laboratory management system |
| CN110647779A (en) * | 2018-06-26 | 2020-01-03 | 深圳市北科生物科技有限公司 | Information tracking method and system in cell culture process |
| CN111077787A (en) * | 2019-12-23 | 2020-04-28 | 深圳赛动生物自动化有限公司 | Stem cell automatic preparation monitoring system and monitoring method thereof |
| CN111476517A (en) * | 2020-03-13 | 2020-07-31 | 青岛海尔生物医疗股份有限公司 | Cell culture management system |
| CN113962569A (en) * | 2021-10-26 | 2022-01-21 | 冰山松洋生物科技(大连)有限公司 | Biological laboratory integrated management system based on cloud service |
| CN117789835A (en) * | 2023-12-27 | 2024-03-29 | 江苏睿景生物技术有限公司 | Intelligent management system for cell culture data in biological laboratory |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20070050070A1 (en) * | 2005-08-05 | 2007-03-01 | Pfizer Inc | Automated batch manufactuirng |
| CN101470889A (en) * | 2007-12-26 | 2009-07-01 | 协和干细胞基因工程有限公司 | Cord blood stem cell management system |
| CN101603031A (en) * | 2009-07-17 | 2009-12-16 | 熊俊 | Quality management system for stem cell production |
| CN103489069A (en) * | 2013-09-16 | 2014-01-01 | 上海厚浪信息科技有限公司 | RDMP system based on network |
| CN105907634A (en) * | 2010-01-20 | 2016-08-31 | Emd密理博公司 | Cell image capturing and remote monitoring systems |
-
2017
- 2017-07-25 CN CN201710613523.7A patent/CN107609727B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20070050070A1 (en) * | 2005-08-05 | 2007-03-01 | Pfizer Inc | Automated batch manufactuirng |
| CN101470889A (en) * | 2007-12-26 | 2009-07-01 | 协和干细胞基因工程有限公司 | Cord blood stem cell management system |
| CN101603031A (en) * | 2009-07-17 | 2009-12-16 | 熊俊 | Quality management system for stem cell production |
| CN105907634A (en) * | 2010-01-20 | 2016-08-31 | Emd密理博公司 | Cell image capturing and remote monitoring systems |
| CN103489069A (en) * | 2013-09-16 | 2014-01-01 | 上海厚浪信息科技有限公司 | RDMP system based on network |
Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110647779A (en) * | 2018-06-26 | 2020-01-03 | 深圳市北科生物科技有限公司 | Information tracking method and system in cell culture process |
| CN110232546A (en) * | 2019-06-11 | 2019-09-13 | 北京臻溪谷医学研究中心（有限合伙） | A kind of distribution cell Development of intelligent laboratory management system |
| CN110232546B (en) * | 2019-06-11 | 2021-07-02 | 北京臻溪谷医学研究中心（有限合伙） | Distributed cell intelligent laboratory management system |
| CN111077787A (en) * | 2019-12-23 | 2020-04-28 | 深圳赛动生物自动化有限公司 | Stem cell automatic preparation monitoring system and monitoring method thereof |
| CN111476517A (en) * | 2020-03-13 | 2020-07-31 | 青岛海尔生物医疗股份有限公司 | Cell culture management system |
| CN113962569A (en) * | 2021-10-26 | 2022-01-21 | 冰山松洋生物科技(大连)有限公司 | Biological laboratory integrated management system based on cloud service |
| CN117789835A (en) * | 2023-12-27 | 2024-03-29 | 江苏睿景生物技术有限公司 | Intelligent management system for cell culture data in biological laboratory |
| CN117789835B (en) * | 2023-12-27 | 2024-06-04 | 江苏睿景生物技术有限公司 | Intelligent management system for cell culture data in biological laboratory |
Also Published As
| Publication number | Publication date |
|---|---|
| CN107609727B (en) | 2020-12-04 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN107609727A (en) | A kind of Cell Culture Lab total management system and method | |
| Dalipi et al. | MOOC dropout prediction using machine learning techniques: Review and research challenges | |
| Koltes et al. | A vision for development and utilization of high-throughput phenotyping and big data analytics in livestock | |
| CN108648123A (en) | A method of its management network teaching process of the network teaching platform and utilization based on big data | |
| Fonda et al. | The human-centric SMED | |
| CN109584128A (en) | A kind of overall education learning platform based on cloud computing analysis | |
| CN205644651U (en) | Online examination system of medical science based on cloud platform | |
| CN110046813A (en) | A kind of generation method and system of method for student synthetic quality report | |
| Kuiper et al. | Food and feed safety assessment: The importance of proper sampling | |
| CN101339629A (en) | Software development procedure administrative system | |
| Borries et al. | Transparency, usability, and reproducibility: guiding principles for improving comparative databases using primates as examples | |
| CN106157121A (en) | A kind of electronic commerce terminal sales management software | |
| CN109710824A (en) | A kind of engineering consulting management system | |
| Podmetina et al. | Towards open innovation measurement system-a literature review | |
| Ma | [Retracted] Facing Big Data Information Fusion and Data Mining Technology to Construct College Physical Education Teaching Evaluation System | |
| CN109002982A (en) | A kind of veterinary drug GMP information system and veterinary drug quality of production control method | |
| Friedrich et al. | Assessment of technological developments in data analytics for sensor-based and robot sorting plants based on maturity levels to improve Austrian waste sorting plants | |
| CN112053175A (en) | Operating system for intelligent digital traceability of cosmetics | |
| CN108932590A (en) | A kind of wholesale market of agricultural products management system | |
| Luong et al. | Human embryonic stem cell registries: value, challenges and opportunities | |
| Du et al. | [Retracted] Construction and Analysis of School Moral Education System Based on Big Data Technology | |
| Cheung | Defining confidence in flow cytometry automated data analysis software platforms | |
| De Marchi et al. | Using RFID and Industrial IoT in Manual Assembly for Data Collection and Processing in Learning Factories | |
| Hu et al. | Research on smart education service platform based on big data | |
| Meng et al. | Classroom teaching performance evaluation model guided by big data and Mobile computing |
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 | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant | ||
| PE01 | Entry into force of the registration of the contract for pledge of patent right |
Denomination of invention: A comprehensive management system and method for cell culture laboratory Effective date of registration: 20210709 Granted publication date: 20201204 Pledgee: Haidian Beijing science and technology enterprise financing Company limited by guarantee Pledgor: ALLIFE MEDICAL SCIENCE AND TECHNOLOGY Co.,Ltd. Registration number: Y2021990000595 |
|
| PE01 | Entry into force of the registration of the contract for pledge of patent right | ||
| PC01 | Cancellation of the registration of the contract for pledge of patent right |
Date of cancellation: 20220920 Granted publication date: 20201204 Pledgee: Haidian Beijing science and technology enterprise financing Company limited by guarantee Pledgor: ALLIFE MEDICAL SCIENCE AND TECHNOLOGY Co.,Ltd. Registration number: Y2021990000595 |
|
| PC01 | Cancellation of the registration of the contract for pledge of patent right |