Converting CIMXML DifferenceModel to CIMJSON-LD

[Sveino]

As part of creating a CIMXML to/from CIMJSON-LD converter we would need to define how the DifferenceModel file defined in
the IEC 61970-552 CIMXML Model exchange format .
A proposal describing the CIMXML DifferenceModel was presented for the W3C and got Tim Berners-Lee support, but was still not approved.
Being able to exchange and validate changes to a digital twin model by change set is critical. It is also very useful for handling alternative changes into the future. The changes would need to be accommodated with meta-data.

A ACLineSegment object is described with the following property:

    <cim:ACLineSegment rdf:ID="_9d58e5bb-834c-4faa-928c-7da0bb1497d9">
        <cim:IdentifiedObject.mRID>9d58e5bb-834c-4faa-928c-7da0bb1497d9</cim:IdentifiedObject.mRID>
        <cim:IdentifiedObject.description>400V Telemarkstien 2 ACLineSegment 1</cim:IdentifiedObject.description>
        <cim:IdentifiedObject.name>04 TELEMA2 ACLS1</cim:IdentifiedObject.name>
        <cim:Equipment.aggregate>false</cim:Equipment.aggregate>
        <cim:Equipment.normallyInService>true</cim:Equipment.normallyInService>
        <cim:Conductor.length>50</cim:Conductor.length>
        <cim:ACLineSegment.bch>0</cim:ACLineSegment.bch>
        <cim:ACLineSegment.gch>0</cim:ACLineSegment.gch>
        <cim:ACLineSegment.r>0.015999999945951</cim:ACLineSegment.r>
        <cim:ACLineSegment.x>0.003769911221053</cim:ACLineSegment.x>
        <cim:PowerSystemResource.AssetDatasheet rdf:resource="#_d25f35ca-69fb-4c06-905b-67ec532e5f14" />
        <cim:Equipment.EquipmentContainer rdf:resource="#_64e21d95-8b55-b941-a923-b74087410a66" />
        <cim:ConductingEquipment.BaseVoltage rdf:resource="#_9598e4a0-67e5-4ad7-879c-c85a1f63159c" />
    </cim:ACLineSegment>

Changing the ACLineSegment object by changing the length from 50 meter to 55 meter would look like:

<?xml version="1.0" encoding="UTF-8"?>
<rdf:RDF  xmlns:cim="http://iec.ch/TC57/CIM100#" 
			xmlns:dm="http://iec.ch/TC57/61970-552/DifferenceModel/1#" 
			xmlns:eu="http://iec.ch/TC57/CIM100-European#" 
			xmlns:md="http://iec.ch/TC57/61970-552/ModelDescription/1#" 
			xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
			
   <dm:DifferenceModel rdf:about="">
      <dm:reverseDifferences rdf:parseType="Statements">
         <rdf:Description rdf:about="#_9d58e5bb-834c-4faa-928c-7da0bb1497d9">
            <cim:Conductor.length>50</cim:Conductor.length>
         </rdf:Description>
      </dm:reverseDifferences>
      <dm:forwardDifferences rdf:parseType="Statements">
         <rdf:Description rdf:about="#_9d58e5bb-834c-4faa-928c-7da0bb1497d9">
            <cim:Conductor.length>55</cim:Conductor.length>
         </rdf:Description>
      </dm:forwardDifferences>
   </dm:DifferenceModel>
</rdf:RDF>

reverseDifferences describe the dataset that will be removed (delete).
forwardDifferences describe the dataset that will be added (add)
An update is describe as reverseDifferences and forwardDifferences (as shown in the example).

Proposal 1: Single Graph

{
    "@context": {
        "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
        "cim": "http://iec.ch/TC57/CIM100#",
        "md": "http://iec.ch/TC57/61970-552/ModelDescription/1#",
        "eu": "http://iec.ch/TC57/CIM100-European#",
        "dm": "http://iec.ch/TC57/61970-552/DifferenceModel/1#"
    },

    "@graph": [{
            "@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d",
            "@type": "dm:DifferenceModel",
            "dm:reverseDifferences": [{
                    "@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
                    "@type": "cim:ACLineSegment",
                    "cim:Conductor.length": {
                        "cim:Length.value": 50.0
                    }
                }
            ],
            "dm:forwardDifferences": [{
                    "@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
                    "@type": "cim:ACLineSegment",
                    "cim:Conductor.length": {
                        "cim:Length.value": 55.0
                    }
                }
            ]
        }
    ]
}

Alt 2: Two graph

{
    "@context": {
        "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
        "cim": "http://iec.ch/TC57/CIM100#",
        "md": "http://iec.ch/TC57/61970-552/ModelDescription/1#",
        "eu": "http://iec.ch/TC57/CIM100-European#",
        "dm": "http://iec.ch/TC57/61970-552/DifferenceModel/1#"
    },

    "@graph": [{
            "@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d",
            "@type": "dm:DifferenceModel",
            "dm:reverseDifferences": [{
                    "@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
                    "@type": "cim:ACLineSegment",
                    "cim:Conductor.length": {
                        "cim:Length.value": 50.0
                    },
                    "cim:IdentifiedObject.name": "04 TELEMA2 ACLS1"
                }
            ]
        }, {
            "@id": "urn:uuid:f1aa3e3a-8391-4bf9-b435-6bd0702f9e0d",
            "@type": "dm:DifferenceModel",
            "dm:forwardDifferences": [{
                    "@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
                    "@type": "cim:ACLineSegment",
                    "cim:Conductor.length": {
                        "cim:Length.value": 55.0
                    },
                    "cim:IdentifiedObject.name": "04 TELEMA2 ACLS2"
                }
            ]
        }
    ]
}

I do not think the example is correct. I think we might need to use the container structure shown in Example 122 in the JSON-LD 1.1 standard.

Relevant links:

• https://www.w3.org/DesignIssues/Diff
• https://github.com/ruby-rdf/ld-patch
• https://www.w3.org/TR/ldpatch/
• https://afs.github.io/rdf-patch/
• https://github.com/digibib/ls.ext/wiki/JSON-LD-PATCH

[Sveino]

Maybe a better (not correct syntax);

{
  "@context": {
    "@version": 1.1,
        "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
        "cim": "http://iec.ch/TC57/CIM100#",
        "md": "http://iec.ch/TC57/61970-552/ModelDescription/1#",
        "eu": "http://iec.ch/TC57/CIM100-European#",
		"dm": "http://iec.ch/TC57/61970-552/DifferenceModel/1#", 
    "dm:DifferenceModel": {
      "@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d",
      "@container": ["@graph", "@id"]
    }
  },
 
  "dm:DifferenceModel": {
    "@none": [{
		"@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
		"@type": "cim:ACLineSegment",
		"cim:Conductor.length": {
				"cim:Length.value": 50.0
		}
    }, {
		"@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
		"@type": "cim:ACLineSegment",
		"cim:Conductor.length": {
				"cim:Length.value": 55.0
		}
    }]
  }
}

[ThomasRanvikEriksen]

My team like this idea but there are some issues we discussed internally that needs to be addressed

Both alternatives have array for @graph, reverseDifferences and forwardDifferences. What is allowed to do. Depends also on what the header is ment to provide. If the header is ment to provie timestamp you will have issues if you include more than 1 difference to the same object (ACLineSegment @id) in the same message. You will also have issues if you send more than one difference object (difference @id) in the same message since they are most likely not executed at the same timestamp. The main difference between the first alternativ and the second is that the second can have its own id for both reverse and forward but then it also should have its own timestamp? The second option have its onw ids, but you don't have a relation between the reverse and forward anymore.

So what can be done and what can not. What must be enforced?

• Should it support multiple changes to the same component in the same message?
• Should it support changes to multiple components in the same message (Even if they are executed on different timestamp)?
• Should it support multiple changes over time in the same message or do you need to send them separtly?
• Can you send a message that only include forward? (What is optional and not?) (forward and reveres is doable with modern systems, but we have some issues regarding older systems)

Examples:

Option1 (Which change is the latest one?):

{
	"@context": {
		"rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
		"cim": "http://iec.ch/TC57/CIM100#",
		"md": "http://iec.ch/TC57/61970-552/ModelDescription/1#",
		"eu": "http://iec.ch/TC57/CIM100-European#",
		"dm": "http://iec.ch/TC57/61970-552/DifferenceModel/1#"
	},
	"@graph": [
		{
			"@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d",
			"@type": "dm:DifferenceModel",
			"dm:reverseDifferences": [
				{
					"@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
					"@type": "cim:ACLineSegment",
					"cim:Conductor.length": {
						"cim:Length.value": 50.0
					}
				},
				{
					"@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5",
					"@type": "cim:Switch",
					"cim:IdentifiedObject.Name": "Switch1"
				}
			],
			"dm:forwardDifferences": [
				{
					"@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
					"@type": "cim:ACLineSegment",
					"cim:Conductor.length": {
						"cim:Length.value": 55.0
					}
				},
				{
					"@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5",
					"@type": "cim:Switch",
					"cim:IdentifiedObject.Name": "Switch2"
				}
			]
		},
		{
			"@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6a",
			"@type": "dm:DifferenceModel",
			"dm:reverseDifferences": [
				{
					"@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
					"@type": "cim:ACLineSegment",
					"cim:Conductor.length": {
						"cim:Length.value": 60.0
					}
				}
			],
			"dm:forwardDifferences": [
				{
					"@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
					"@type": "cim:ACLineSegment",
					"cim:Conductor.length": {
						"cim:Length.value": 65.0
					}
				}
			]
		}
	]
}

Option2 (Which change is the latest one and which forward is connected to which reversed?):

{
	"@context": {
		"rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
		"cim": "http://iec.ch/TC57/CIM100#",
		"md": "http://iec.ch/TC57/61970-552/ModelDescription/1#",
		"eu": "http://iec.ch/TC57/CIM100-European#",
		"dm": "http://iec.ch/TC57/61970-552/DifferenceModel/1#"
	},
	"@graph": [
		{
			"@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d",
			"@type": "dm:DifferenceModel",
			"dm:reverseDifferences": [
				{
					"@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
					"@type": "cim:ACLineSegment",
					"cim:Conductor.length": {
						"cim:Length.value": 50.0
					}
				},
				{
					"@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5",
					"@type": "cim:Switch",
					"cim:IdentifiedObject.Name": "Switch1"
				}
			]
		},
		{
			"@id": "urn:uuid:f1aa3e3a-8391-4bf9-b435-6bd0702f9e0d",
			"@type": "dm:DifferenceModel",
			"dm:forwardDifferences": [
				{
					"@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
					"@type": "cim:ACLineSegment",
					"cim:Conductor.length": {
						"cim:Length.value": 55.0
					}
				},
				{
					"@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5",
					"@type": "cim:Switch",
					"cim:IdentifiedObject.Name": "Switch2"
				}
			]
		},
		{
			"@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6t",
			"@type": "dm:DifferenceModel",
			"dm:reverseDifferences": [
				{
					"@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
					"@type": "cim:ACLineSegment",
					"cim:Conductor.length": {
						"cim:Length.value": 60.0
					}
				}
			]
		},
		{
			"@id": "urn:uuid:f1aa3e3a-8391-4bf9-b435-6bd0702f9e0ru",
			"@type": "dm:DifferenceModel",
			"dm:forwardDifferences": [
				{
					"@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
					"@type": "cim:ACLineSegment",
					"cim:Conductor.length": {
						"cim:Length.value": 65.0
					}
				}
			]
		}
	]
}

[Sveino]

Very important! The difference model are not meant to replace audit-trail inside an application. It is also not intended to track changes that is related to activity. We are focus on the exchange of structure data in a digital twin.
This to support:

• Modeling tools (all necessary information must be exchange to that multiple tools can provide modeling changes)
• Historic tracking (tools that need to provide meta-data on a given change or model)
• Pure consumer tools (e.g. power flow) that is only calculating without comparing

It must be possible to exchange any "droddeling" changes - particularly just adding stuff.
The time is not central, but the dependency are central - we are using this to model alternative into the future.

The header of the difference model should follow the same header as any dataset. However, one instance of the DifferenceModel dataset can only change one dataset, e.g. if EQ is exchange as one dataset including EQ-Core, EQ-ShortCircute the difference model dataset can include changes to data that confirms to both set.

A DifferenceModel dataset can only include two graph (ForwardModel and ReversModel). It include the net change from the previous exchange (or generated) model. However, there can be different version of the difference model. In this case the resolving model version will be different.

For a Compound (e.g. Money) all the element must be include in both the reverse and forward model.

• Should it support multiple changes to the same component in the same message?

Yes, all changes to the same component can be handle in the same dataset.

• Should it support changes to multiple components in the same message (Even if they are executed on different timestamp)?

Yes, if the changes should be applied to the same model. E.g. Switch A might be installed on a different time than Switch B, but they are both part of an update to the Power System model that does not require separate analysis. All changes are considered a set of changes - However, a given set can consist of only one change. We are exchanging all the relevant changes that belongs together.

• Should it support multiple changes over time in the same message or do you need to send them separately?

If we are looking at the future we can make update to the same dataset (with separate version), but if changes applied to the as-built there must be send separately even if the changes was infarct made at the same time.

• Can you send a message that only include forward? (What is optional and not?) (forward and reveres is doable with modern systems, but we have some issues regarding older systems)

The dataset shall include both forward and reverse model (and only those), but one of them can be empty.

For a class to be deleted it needs to include all the attribute that has values.

This will be specified in the upcoming 61970-553 and not -552

Relevant rules from 61970-600-1:

FBOD5.	A difference model shall not be created in cases where the numeric differences are outside the accuracy of the attributes’ numerical declaration, e.g. a xsd:float is considered to only have 7-digit accuracy. It is up to the application to define a suitable tolerance value when creating difference files. (R:600:ALL:NA:float)

GENC18.	Decimal character for floating point numbers shall only be a full stop. This constraint is necessary because local (regional) settings may select either comma or full stop and a particular local settings do not support both comma and full stop. The mix of comma and full stop prevents interoperability: hence one must be selected.

EXCH4.	For CGMES exchanges a Topology profile distribution is not exchanged using a difference file. In CGMES Topology profile distribution is only exchanged as full model.

MAS_7.

A new mRID is generated in case there is a need to change the class (e.g. GeneratingUnit is changed to ThermalGeneratingUnit in a sequence of exchanges in a process). If a physical unit given by mRID in the asset part of the CIM needs to be represented simultaneously as GeneratingUnit and ThermalGeneratingUnit (a given specialisation) it must have different mRIDs for GeneratingUnit and ThermalGeneratingUnit. If different business processes are required to support both types (GeneratingUnit and ThermalGeneratingUnit), the applications should maintain two mRIDs and in both cases support difference file exchange.

DL__1.

A full Diagram (non-difference instance file) represents a new drawing of the diagram. Data may change from one system drawing to another, e.g. two diagrams with the same mRID of the classes in the instance files (distribution) do not need to be identical. The purpose of the Diagram layout profile is to support the understanding of the equipment data. If a diagram generated by one system is updated by another the file does not need to be identical, with the exception of the edited changes. However, the updated and exported diagram instance file shall include all the same relevant information and must have the same layout rendering in the new destination system (old source) as the original, with the exception of the changes. The expected behaviour is that a diagram may have a new layout with the same Diagram mRID as well as DiagramObject mRID. Persistence of Diagram and DiagramObject mRIDs is required if difference updates are supported

FILX7.	In case difference files are exchanged, the same dependencies as for full model exchange are followed. The difference file (e.g. equipment, topology or dynamics) should refer to the base model, which is subject of an update. Dependencies are listed in the file header of each file which is exchanged.

EQ (all of them), DY, GL and DL and boundary can be updated with difference model. SSH, TP and SV cannot.

[VladimirAlexiev]

Hi @Sveino and @ThomasRanvikEriksen !

I think the original proposal (to add rdf:parseType="Statements" to RDF/XML) was not accepted because RDF is a data model with various serializations. The proposal asked to change just one of the representations, but didn't make it clear how this should be captured in quads. It reflected a thinking in term of "documents" (files or transmission messages), but that's not the right way to think about RDF. Just because some quads were transmitted in one file does not relate them in any way.

So you need to capture the "difference model" in the abstract RDF representation. I think the best (only?) way is to use graphs:

• CIM model = graph
• CIM differential model = base graph - reverse differences graph + forward differences graph

Do you agree?

If you think about it this way, then it's easy to show representations in the different serializations.

• PS1: I don't see a reference to the base model in the examples above? Does it happen that the same differences are applied to several base models, resulting in several differential models?
• PS2: the RDF "diff" and "patch" proposals that Svein listed in the first comment are important prior art to use for inspiration, but I think that the use of dm:reverseDifferences, dm:forwardDifferences is well established in CIM.

[VladimirAlexiev]

Hi @Sveino and @ThomasRanvikEriksen !
You shouldn't let the nested structure of JSON mislead you that you are creating containers of statements.
You cannot containerize statements without using @graph (named graphs).
I've converted Thomas two examples to Trig (Turtle with named graphs):

riot.bat --formatted=trig option1.jsonld > option1.trig
riot.bat --formatted=trig option2.jsonld > option2.trig

• There is no sign of named graphs in the result
• the 4 lengths of the cim:ACLineSegment are all jumbled together, with no chance to disentangle them
• dm:forwardDifferences, dm:reverseDifferences point to power system resources, NOT to models

option1

<urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d>
        rdf:type               dm:DifferenceModel ;
        dm:forwardDifferences  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5> , <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9> ;
        dm:reverseDifferences  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5> , <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9> .

<urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5>
        rdf:type                   cim:Switch ;
        cim:IdentifiedObject.Name  "Switch1" , "Switch2" .

<urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9>
        rdf:type              cim:ACLineSegment ;
        cim:Conductor.length  [ cim:Length.value  60 ] ;
        cim:Conductor.length  [ cim:Length.value  65 ] ;
        cim:Conductor.length  [ cim:Length.value  50 ] ;
        cim:Conductor.length  [ cim:Length.value  55 ] .

<urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6a>
        rdf:type               dm:DifferenceModel ;
        dm:forwardDifferences  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9> ;
        dm:reverseDifferences  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9> .

option2

<urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d>
        rdf:type               dm:DifferenceModel ;
        dm:reverseDifferences  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5> , <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9> .

<urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5>
        rdf:type                   cim:Switch ;
        cim:IdentifiedObject.Name  "Switch2" , "Switch1" .

<urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6t>
        rdf:type               dm:DifferenceModel ;
        dm:reverseDifferences  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9> .

<urn:uuid:f1aa3e3a-8391-4bf9-b435-6bd0702f9e0ru>
        rdf:type               dm:DifferenceModel ;
        dm:forwardDifferences  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9> .

<urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9>
        rdf:type              cim:ACLineSegment ;
        cim:Conductor.length  [ cim:Length.value  65 ] ;
        cim:Conductor.length  [ cim:Length.value  60 ] ;
        cim:Conductor.length  [ cim:Length.value  55 ] ;
        cim:Conductor.length  [ cim:Length.value  50 ] .

<urn:uuid:f1aa3e3a-8391-4bf9-b435-6bd0702f9e0d>
        rdf:type               dm:DifferenceModel ;
        dm:forwardDifferences  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5> , <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9> .

[VladimirAlexiev]

I think more easily in trig than jsonld, so I made a corrected example in trig, then converted to jsonld:

riot.bat --formatted=jsonld option3.trig > option3.jsonld

option3 in trig

<urn:uuid:base-model> a dm:Model.

<urn:uuid:base-model> {
  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5>
    rdf:type                   cim:Switch ;
    cim:IdentifiedObject.Name  "Switch1".

  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9>
    rdf:type              cim:ACLineSegment ;
    cim:Conductor.length  [ cim:Length.value  50 ] .
}

<urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d> a dm:DifferenceModel ;
  md:Model.Supersedes <urn:uuid:base-model>;
  dm:forwardDifferences <urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d-forward>;
  dm:reverseDifferences <urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d-reverse>.

<urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d-reverse> {
  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9> cim:Conductor.length  [ cim:Length.value  50 ] .
  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5> cim:IdentifiedObject.Name "Switch1" .
}

<urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d-forward> {
  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9> cim:Conductor.length  [ cim:Length.value  55 ] .
  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5> cim:IdentifiedObject.Name "Switch2" .
}


<urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6a> a dm:DifferenceModel ;
  md:Model.Supersedes <urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d>;
  dm:reverseDifferences <urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6a-reverse>;
  dm:forwardDifferences <urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6a-forward>.

<urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6a-reverse> {
  <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9> cim:Conductor.length  [ cim:Length.value  60 ] 
}

<urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6a-forward> {
   <urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9> cim:Conductor.length  [ cim:Length.value  65 ]
}

option 3 in jsonld

{
    "@graph": [
        {
            "@id": "urn:uuid:base-model",
            "@type": "dm:Model",
            "@graph": [
                {
                    "@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
                    "cim:Conductor.length": {
                        "@id": "_:b4"
                    },
                    "@type": "cim:ACLineSegment"
                },
                {
                    "@id": "_:b4",
                    "cim:Length.value": {
                        "@value": "50",
                        "@type": "http://www.w3.org/2001/XMLSchema#integer"
                    }
                },
                {
                    "@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5",
                    "cim:IdentifiedObject.Name": "Switch1",
                    "@type": "cim:Switch"
                }
            ]
        },
        {
            "@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6a",
            "dm:forwardDifferences": {
                "@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6a-forward"
            },
            "dm:reverseDifferences": {
                "@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6a-reverse"
            },
            "md:Model.Supersedes": {
                "@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d"
            },
            "@type": "dm:DifferenceModel"
        },
        {
            "@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6a-forward",
            "@graph": [
                {
                    "@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
                    "cim:Conductor.length": {
                        "@id": "_:b2"
                    }
                },
                {
                    "@id": "_:b2",
                    "cim:Length.value": {
                        "@value": "65",
                        "@type": "http://www.w3.org/2001/XMLSchema#integer"
                    }
                }
            ]
        },
        {
            "@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6a-reverse",
            "@graph": [
                {
                    "@id": "_:b1",
                    "cim:Length.value": {
                        "@value": "60",
                        "@type": "http://www.w3.org/2001/XMLSchema#integer"
                    }
                },
                {
                    "@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
                    "cim:Conductor.length": {
                        "@id": "_:b1"
                    }
                }
            ]
        },
        {
            "@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d",
            "dm:reverseDifferences": {
                "@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d-reverse"
            },
            "dm:forwardDifferences": {
                "@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d-forward"
            },
            "md:Model.Supersedes": {
                "@id": "urn:uuid:base-model"
            },
            "@type": "dm:DifferenceModel"
        },
        {
            "@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d-reverse",
            "@graph": [
                {
                    "@id": "_:b0",
                    "cim:Length.value": {
                        "@value": "50",
                        "@type": "http://www.w3.org/2001/XMLSchema#integer"
                    }
                },
                {
                    "@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
                    "cim:Conductor.length": {
                        "@id": "_:b0"
                    }
                },
                {
                    "@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5",
                    "cim:IdentifiedObject.Name": "Switch1"
                }
            ]
        },
        {
            "@id": "urn:uuid:f52f12c3-db10-4d41-a9f2-b1fe29ab4d6d-forward",
            "@graph": [
                {
                    "@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d9",
                    "cim:Conductor.length": {
                        "@id": "_:b3"
                    }
                },
                {
                    "@id": "_:b3",
                    "cim:Length.value": {
                        "@value": "55",
                        "@type": "http://www.w3.org/2001/XMLSchema#integer"
                    }
                },
                {
                    "@id": "urn:uuid:9d58e5bb-834c-4faa-928c-7da0bb1497d5",
                    "cim:IdentifiedObject.Name": "Switch2"
                }
            ]
        }
    ],
    "@context": {
        "eu": "http://iec.ch/TC57/CIM100-European#",
        "dm": "http://iec.ch/TC57/61970-552/DifferenceModel/1#",
        "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#",
        "cim": "http://iec.ch/TC57/CIM100#",
        "md": "http://iec.ch/TC57/61970-552/ModelDescription/1#"
    }
}

[VladimirAlexiev]

@Sveino @griddigit-ci

• You should notice those blank nodes _:b4 etc. They come from cim:Conductor.length [ cim:Length.value 60 ].
  • This is big trouble, since you cannot delete a blank node by specifying another blank node in reverseDifferences. Every two blank nodes are different, unless they came from the same file and had the same blank node name.
  • So it's good that in actual CIM instance data we have cim:Conductor.length "60"
• Using native JSON numbers like 60 is unreliable, and you see it was captured as xsd:integer but should be xsd:float. We must always use strings in JSON, and mark the datatype explicitly as @type (this is best done in @context, to keep the data simpler)