kiprobatt-dataset

The exported dataset of kiprobatt.de

Contains the production parameters of battery cells produced in the KIproBatt project (lab-scale) as rdf-graph (serialized as json-ld). Assets / files are referenced via resolveable IRIs. Small files (e. g. cycling data csv exports) are included in this dataset while large files (e. g. images) are not included due to their size but can be downloaded from the KIproBatt Platform.

Video see: ./docs/KIproBatt-KnowledgeGraph-WalkThrough.mp4

Stats

| Metric | Value | | ------------- |:-------------:| | statements/triples | 256980 | subjects | 24577 | predicates | 43 | objects | 34641

Data Structure Overview

```mermaid classDiagram

class Process{

}

class ProcessStep{

}

class ProcessParameter{

}

class ProcessObject{

}

Process <.. ProcessStep: IsSubprocessOf
ProcessStep <.. ProcessParameter: IsProcessParameterOf
ProcessObject <.. ProcessParameter: IsObjectParameterOf
Process ..> ProcessObject: HasObject

```

Process

```mermaid classDiagram

class Process{
    HasName: string
    HasProject: Project
    HasStatus: Status
    HasStartDateAndTime: datetime
    HasEndDateAndTime: datetime
    IsInstanceOf: AbstractProcess
    HasInputCategory: MaterialCategory|DataCategory
    HasInputType: MaterialType|DataType
    HasOutputCategory: MaterialCategory|DataCategory
    HasOutputType: MaterialType|DataType
    HasObject: ProcessObject
}

```

Process Step

```mermaid classDiagram

class ProcessStep{
    HasName: string
    HasStatus: Status
    HasStartDateAndTime: datetime
    HasEndDateAndTime: datetime
    IsSubprocessOf: Process
    HasInput: ProcessObject
    HasOutput: ProcessObject
}

```

Process Parameter

```mermaid classDiagram

class ProcessParameter{
    HasName: string
    IsObjectParameterOf: ProcessObject
    IsProcessParameterOf: Process
}

class QuantitativeParameter{
    HasProperty: QuantitativeProperty
    %QuantitativeProperty%: string
}

class ObjectParameter{
    HasProperty: "HasPredecessor"
    HasPredecessor: ProcessObject
}

class FileParameter{
    HasProperty: "HasFile"
    HasFile: File
}

class ToolParameter{
    HasProperty: "HasTool"
    HasTool: Tool
}

ProcessParameter <-- QuantitativeParameter
ProcessParameter <-- ObjectParameter
ProcessParameter <-- FileParameter
ProcessParameter <-- ToolParameter

```

EOL Testing Procedure

Important Concepts

Materials

| IRI | Name | Category | Link | | ------------- |:-------------:| -----:| -----:| | Category:OSL905ace803972428ab2ad53d04c87624e | Feststoff | Material | url | Category:OSLa24dc426cfb44c8a93c18e176147c593 | Separatorfolie | Batteriekomponente | url | Category:OSL5167a01255564bac94872a612fae691e | Salz | Feststoff | url | Category:OSL7dae82e0b8cd4dfbb38b58255ff63852 | Electrode stack | Batteriekomponente | url | Category:OSL2ddfdff7e0a44cd7b0988e5c9fbc5070 | Stromableiter-Tabs | Batteriekomponente | url | Category:OSL1d150a0020684ae6b04ef352e3e96975 | Pouchfolie | Batteriekomponente | url | Category:OSL7aa7784eb4d34192b568ce73daf74a7e | Formated cell | Batteriezelle | url | Category:OSLd50f9bf0b5d44709b34ffe36b550031b | Flssigkeit | Material | url | Category:OSLd83db70a5bf746fb9126d84eb9f6366d | Filled cell | Batteriezelle | url | Category:OSL37da8604ced44553a8c9ead503144b66 | Batteriekomponente | Material | url | Category:OSL33ebe0d5b26d443cb7a52563e08cea92 | Cycled cell | Batteriezelle | url | Category:OSLb7c845da94fd460786b51750a7060b2b | Kathode | Elektrode | url | Category:OSL4d8cada9104c49caa38dfef384210245 | Elektrode | Batteriekomponente | url | Category:OSLa8f80efb5199429cb58989c5a5558304 | Batteriezelle | Material | url | Category:OSL592dc7f88ff14cf28f1cf61420749bfe | Anodenfolie | Elektrodenfolie | url | Category:OSLb1415173552d4921acf30ac51f3bce62 | Elektrodenmagazin | Batteriekomponente | url | Category:OSLb3049eb1d23048c78d82ec6b3a08168a | Dried electrode magazin | Batteriekomponente | url | Category:OSLf034e81cd50d4e9ba8e9e31215d39ff0 | Dry cell | Batteriezelle | url | Category:OSL2fcb7627b67a4104bb4c1ed30a11329a | Anode | Elektrode | url | Category:OSL81ff062158d44f839d30430012a1a8e5 | Elektrodenfolie | Batteriekomponente | url | Category:OSLfd9941a61639408b9426ba07bd4ee0fd | Degassed cell | Formated cell | url | Category:OSLd6b549f7822949c29a3d4e48f96513d8 | Kathodenfolie | Elektrodenfolie | url | Category:OSL0cdd7b45aa6a47fdbf8ca9e7ddc06531 | Elektrolyt | Flssigkeit | url | Category:OSL3d9c769aeddb4aa58fad3e742bc65adb | Test | Feststoff | url

Material Types

| IRI | Name | Link | | ------------- |:-------------:| -----:| | Material:OSL1818619f26d24571a6a652a596e118eb | Dried cathode magazin (Common) | url | Material:OSLd14c860458ea4b9aaf93a4bf64838ac7 | Cell (KIproBatt v1) | url | Material:OSLbe31a19a3a134e249e5435a074757597 | Filled cell (KIproBatt v1) | url | Material:OSLb1f6c2c24d884a87b3e374d302eb1a80 | UC NMC622 3.1 mAh/cm | url | Material:OSLa8ec7bb1ae5d4b52997d12e780ca5833 | Elektrodenmagazin (Allgemein) | url | Material:OSL4203630bca484521b91d11be1bd04f73 | Targray Cu/Ni | url | Material:OSLca38558a2a914feca39eb088536cc8c5 | Dried electrode magazine (Common) | url | Material:OSL33937f131bf645768b5cbe2be15da19a | Targray Al | url | Material:OSLa56701a567b64fe2a6eab5bd90f33d30 | Anode magazine (KIproBatt v1) | url | Material:OSL833581f40da94d9bb8b4bb7c437a734d | Celgard CG2320 | url | Material:OSLb1be99ebaf8247bba8bd49e22a91afe8 | UC NMC622 3.5 mAh/cm | url | Material:OSL5cf054503ea24a1eafddf18250cb6dfa | Anode magazine (KIproBatt v2) | url | Material:OSL76643ae2095740d787b9cc7f14938502 | Elyte EC/DMC 3:7 + 2% VC | url | Material:OSLd10cdd23be944d57a460ae9aa2ec0674 | Degassed cell (KIproBatt v1) | url | Material:OSL344e5c0f20e04894abe53678e2f68351 | Electrode stack (KIproBatt v1) | url | Material:OSL7885a87a65f344f090140b92e2dae035 | Hutchinson 1.7 LFP | url | Material:OSLa6b343604e5f4022a4a9feeef0f6adc6 | Cathode magazine (KIproBatt v2) | url | Material:OSLd6897689b4ab4d0abfbe73dca741de31 | Kanematsu Pouch foil | url | Material:OSL6f819ab9a80947d39b0327083e561786 | Elektrode (Allgemein) | url | Material:OSLfd855c1891a74c20a32332e950109dbb | Dried anode magazin (Common) | url | Material:OSL5cede93e53054e23b6f4a18004e22c1c | Formated cell (KIproBatt v1) | url | Material:OSL35365769f21b4e408e582318a7e81a6e | Cathode magazine (KIproBatt v1) | url | Material:OSLe8c5465c93e64e5989b51ac0552529f2 | Dry cell (KIproBatt v1) | url | Material:OSLdc13eeda4af9442eb83900e0cedc60ae | CCI CellFill | url

Processes

| IRI | Name | Link | | ------------- |:-------------:| -----:| |LabProcess:OSLbc089261bd1b470c9ec5e159ce3442c6 | KIproBatt v1 Filling | url |LabProcess:OSL9a645a64b15442398ad3c057e1b64d87 | KIproBatt v1 Separation | url |LabProcess:OSL6d6a05be73d64293a34654c6b9b48eb0 | KIproBatt v1 Formation and EoL-Test | url |LabProcess:OSLd0c734a239844a0d8820856add12aeca | KIproBatt v1 Stacking | url |LabProcess:OSLdc7b328d2c0b4348ae5e60e2ee7b9fb8 | KIproBatt v1 Degassing | url |LabProcess:OSL7ca64bd792e648f181b881525e621ee4 | AI Image Analysis | url |LabProcess:OSLce4377780d0a40bb883c48d698f0b9de | KIproBatt v2 Stacking | url |LabProcess:OSL8d3ddce404964e89b37e6368071a822b | Electrochemical Feature Extraction | url |LabProcess:OSLdec1088137c143a5bab6495efe873fdb | KIproBatt v2 Separation | url |LabProcess:OSL4c1f7444e389471a8250f53407191735 | KIproBatt v1 Drying | url

Acknowledgment

This project is funded by the German Federal Ministry of Education and Research (BMBF), grant no. 03XP0309A-C.