Changes
On October 9, 2023 at 2:55:48 PM UTC,
-
Updated description of SSEN Transformer Load Model from
The SSEN Transformer Load Model obtains data from the REGEN DFES Scenario Datasets and smart meter data
toThe load model is a machine learning product which estimates a half-hourly annual demand profile for each household based on a series of demographic, geographic & heating type factors. To enable us to estimate capacity on the electricity network while protecting individual customers data privacy by using modelled data. These views are then aggregated up the networks hierarchy based on the combinations of customers associated with each asset. This view is supplemented with the forward distributed forward energy scenarios (DFES) which highlight the expected impact of low carbon technology on the network (LCT) such as heat-pumps or electricity vehicles. The view demonstrated here represents a sample iteration of our evolving network capacity & load model - highlighting estimated peak usage against asset rating.
| f | 1 | { | f | 1 | { |
| 2 | "author": "SSEN Distribution", | 2 | "author": "SSEN Distribution", | ||
| 3 | "author_email": "data@ssen.co.uk", | 3 | "author_email": "data@ssen.co.uk", | ||
| 4 | "conforms_to": "", | 4 | "conforms_to": "", | ||
| 5 | "contact_point": "data@ssen.co.uk", | 5 | "contact_point": "data@ssen.co.uk", | ||
| 6 | "contributor": "", | 6 | "contributor": "", | ||
| 7 | "creator_user_id": "73ad3721-ea1c-4101-987c-038ee91c9436", | 7 | "creator_user_id": "73ad3721-ea1c-4101-987c-038ee91c9436", | ||
| 8 | "date": "2023-10-09", | 8 | "date": "2023-10-09", | ||
| 9 | "groups": [ | 9 | "groups": [ | ||
| 10 | { | 10 | { | ||
| 11 | "description": "", | 11 | "description": "", | ||
| 12 | "display_name": "Asset Management", | 12 | "display_name": "Asset Management", | ||
| 13 | "id": "f7d682e2-3605-4f01-ac03-3cc80afb80e0", | 13 | "id": "f7d682e2-3605-4f01-ac03-3cc80afb80e0", | ||
| 14 | "image_display_url": | 14 | "image_display_url": | ||
| 15 | /group/2023-09-29-174728.467794collections-asset-management-icon.svg", | 15 | /group/2023-09-29-174728.467794collections-asset-management-icon.svg", | ||
| 16 | "name": "asset-management", | 16 | "name": "asset-management", | ||
| 17 | "title": "Asset Management" | 17 | "title": "Asset Management" | ||
| 18 | }, | 18 | }, | ||
| 19 | { | 19 | { | ||
| 20 | "description": "", | 20 | "description": "", | ||
| 21 | "display_name": "Network Flexibility", | 21 | "display_name": "Network Flexibility", | ||
| 22 | "id": "8b598e28-e325-423c-9244-366edbf89642", | 22 | "id": "8b598e28-e325-423c-9244-366edbf89642", | ||
| 23 | "image_display_url": | 23 | "image_display_url": | ||
| 24 | oup/2023-09-29-174822.047130collections-network-flexibility-icon.svg", | 24 | oup/2023-09-29-174822.047130collections-network-flexibility-icon.svg", | ||
| 25 | "name": "another-collection", | 25 | "name": "another-collection", | ||
| 26 | "title": "Network Flexibility" | 26 | "title": "Network Flexibility" | ||
| 27 | } | 27 | } | ||
| 28 | ], | 28 | ], | ||
| 29 | "has_version": "", | 29 | "has_version": "", | ||
| 30 | "ib1_access": "", | 30 | "ib1_access": "", | ||
| 31 | "ib1_sensitivity_class": "IB1-O", | 31 | "ib1_sensitivity_class": "IB1-O", | ||
| 32 | "id": "9b7983cc-73cc-4428-aa92-717b34b8edf7", | 32 | "id": "9b7983cc-73cc-4428-aa92-717b34b8edf7", | ||
| 33 | "is_version_of": "", | 33 | "is_version_of": "", | ||
| 34 | "isopen": true, | 34 | "isopen": true, | ||
| 35 | "language": "EN", | 35 | "language": "EN", | ||
| 36 | "license_id": "CC-BY-4.0", | 36 | "license_id": "CC-BY-4.0", | ||
| 37 | "license_title": "Creative Commons Attribution 4.0", | 37 | "license_title": "Creative Commons Attribution 4.0", | ||
| 38 | "license_url": "https://creativecommons.org/licenses/by/4.0/", | 38 | "license_url": "https://creativecommons.org/licenses/by/4.0/", | ||
| 39 | "maintainer": "", | 39 | "maintainer": "", | ||
| 40 | "maintainer_email": "", | 40 | "maintainer_email": "", | ||
| 41 | "metadata_created": "2023-10-09T13:48:18.211450", | 41 | "metadata_created": "2023-10-09T13:48:18.211450", | ||
| n | 42 | "metadata_modified": "2023-10-09T14:26:18.092557", | n | 42 | "metadata_modified": "2023-10-09T14:55:48.049000", |
| 43 | "name": "ssen-transformer-load-model", | 43 | "name": "ssen-transformer-load-model", | ||
| t | 44 | "notes": "The SSEN Transformer Load Model obtains data from the | t | 44 | "notes": "The load model is a machine learning product which |
| 45 | REGEN DFES Scenario Datasets and smart meter data", | 45 | estimates a half-hourly annual demand profile for each household based | ||
| 46 | on a series of demographic, geographic & heating type factors. To | ||||
| 47 | enable us to estimate capacity on the electricity network while | ||||
| 48 | protecting individual customers data privacy by using modelled | ||||
| 49 | data.\r\n\r\nThese views are then aggregated up the networks hierarchy | ||||
| 50 | based on the combinations of customers associated with each asset. | ||||
| 51 | This view is supplemented with the forward distributed forward energy | ||||
| 52 | scenarios (DFES) which highlight the expected impact of low carbon | ||||
| 53 | technology on the network (LCT) such as heat-pumps or electricity | ||||
| 54 | vehicles. The view demonstrated here represents a sample iteration of | ||||
| 55 | our evolving network capacity & load model - highlighting estimated | ||||
| 56 | peak usage against asset rating.", | ||||
| 46 | "num_resources": 2, | 57 | "num_resources": 2, | ||
| 47 | "num_tags": 3, | 58 | "num_tags": 3, | ||
| 48 | "organization": { | 59 | "organization": { | ||
| 49 | "approval_status": "approved", | 60 | "approval_status": "approved", | ||
| 50 | "created": "2023-08-01T09:55:16.285620", | 61 | "created": "2023-08-01T09:55:16.285620", | ||
| 51 | "description": "We are the electricity Distribution Network | 62 | "description": "We are the electricity Distribution Network | ||
| 52 | Operator (DNO) responsible for delivering power to over 3.8 million | 63 | Operator (DNO) responsible for delivering power to over 3.8 million | ||
| 53 | homes and businesses across central southern England and the north of | 64 | homes and businesses across central southern England and the north of | ||
| 54 | Scotland. We serve some of the most diverse and unique geographies | 65 | Scotland. We serve some of the most diverse and unique geographies | ||
| 55 | across the UK, and keep customers and communities connected whilst | 66 | across the UK, and keep customers and communities connected whilst | ||
| 56 | developing the flexible electricity network vital to achieving net | 67 | developing the flexible electricity network vital to achieving net | ||
| 57 | zero.\r\n\r\nOur skilled teams are based right across the regions we | 68 | zero.\r\n\r\nOur skilled teams are based right across the regions we | ||
| 58 | serve, from the bustle of West London to the smallest villages in the | 69 | serve, from the bustle of West London to the smallest villages in the | ||
| 59 | Highlands and Islands of Scotland. They are supported by engineering | 70 | Highlands and Islands of Scotland. They are supported by engineering | ||
| 60 | and customer service teams based in major offices and depots in | 71 | and customer service teams based in major offices and depots in | ||
| 61 | centres like Reading, Portsmouth, Perth and Inverness.", | 72 | centres like Reading, Portsmouth, Perth and Inverness.", | ||
| 62 | "id": "94936d51-7ac5-4be9-8b70-7afc372c50bf", | 73 | "id": "94936d51-7ac5-4be9-8b70-7afc372c50bf", | ||
| 63 | "image_url": "2023-08-01-095516.272590ssendistributionlogo-1.jpg", | 74 | "image_url": "2023-08-01-095516.272590ssendistributionlogo-1.jpg", | ||
| 64 | "is_organization": true, | 75 | "is_organization": true, | ||
| 65 | "name": "ssen-distribution", | 76 | "name": "ssen-distribution", | ||
| 66 | "state": "active", | 77 | "state": "active", | ||
| 67 | "title": "SSEN Distribution", | 78 | "title": "SSEN Distribution", | ||
| 68 | "type": "organization" | 79 | "type": "organization" | ||
| 69 | }, | 80 | }, | ||
| 70 | "owner_org": "94936d51-7ac5-4be9-8b70-7afc372c50bf", | 81 | "owner_org": "94936d51-7ac5-4be9-8b70-7afc372c50bf", | ||
| 71 | "private": false, | 82 | "private": false, | ||
| 72 | "relation": "", | 83 | "relation": "", | ||
| 73 | "relationships_as_object": [], | 84 | "relationships_as_object": [], | ||
| 74 | "relationships_as_subject": [], | 85 | "relationships_as_subject": [], | ||
| 75 | "resources": [ | 86 | "resources": [ | ||
| 76 | { | 87 | { | ||
| 77 | "cache_last_updated": null, | 88 | "cache_last_updated": null, | ||
| 78 | "cache_url": null, | 89 | "cache_url": null, | ||
| 79 | "created": "2023-10-09T13:50:20.286503", | 90 | "created": "2023-10-09T13:50:20.286503", | ||
| 80 | "datastore_active": false, | 91 | "datastore_active": false, | ||
| 81 | "description": "Downloadable Resource of the transformer load | 92 | "description": "Downloadable Resource of the transformer load | ||
| 82 | model Data Set in Zipped CSV format.", | 93 | model Data Set in Zipped CSV format.", | ||
| 83 | "format": "ZIP", | 94 | "format": "ZIP", | ||
| 84 | "hash": "", | 95 | "hash": "", | ||
| 85 | "id": "dd789a86-0118-4e95-a119-57d763aa4a29", | 96 | "id": "dd789a86-0118-4e95-a119-57d763aa4a29", | ||
| 86 | "last_modified": "2023-10-09T13:50:20.219285", | 97 | "last_modified": "2023-10-09T13:50:20.219285", | ||
| 87 | "metadata_modified": "2023-10-09T14:16:27.437138", | 98 | "metadata_modified": "2023-10-09T14:16:27.437138", | ||
| 88 | "mimetype": null, | 99 | "mimetype": null, | ||
| 89 | "mimetype_inner": null, | 100 | "mimetype_inner": null, | ||
| 90 | "name": "Transformer Load Model Extract 9 Oct 2023", | 101 | "name": "Transformer Load Model Extract 9 Oct 2023", | ||
| 91 | "package_id": "9b7983cc-73cc-4428-aa92-717b34b8edf7", | 102 | "package_id": "9b7983cc-73cc-4428-aa92-717b34b8edf7", | ||
| 92 | "position": 0, | 103 | "position": 0, | ||
| 93 | "resource_type": "regular", | 104 | "resource_type": "regular", | ||
| 94 | "size": 153720010, | 105 | "size": 153720010, | ||
| 95 | "state": "active", | 106 | "state": "active", | ||
| 96 | "url": | 107 | "url": | ||
| 97 | 8667936932343367-539692e8-4a07-4a8d-89f3-1afa0b7aaea4-441-1-c000.zip", | 108 | 8667936932343367-539692e8-4a07-4a8d-89f3-1afa0b7aaea4-441-1-c000.zip", | ||
| 98 | "url_type": "upload" | 109 | "url_type": "upload" | ||
| 99 | }, | 110 | }, | ||
| 100 | { | 111 | { | ||
| 101 | "cache_last_updated": null, | 112 | "cache_last_updated": null, | ||
| 102 | "cache_url": null, | 113 | "cache_url": null, | ||
| 103 | "created": "2023-10-09T14:16:27.442739", | 114 | "created": "2023-10-09T14:16:27.442739", | ||
| 104 | "datastore_active": false, | 115 | "datastore_active": false, | ||
| 105 | "description": "Link to the external published PowerBI report | 116 | "description": "Link to the external published PowerBI report | ||
| 106 | for the Transfomer Load Model", | 117 | for the Transfomer Load Model", | ||
| 107 | "format": "", | 118 | "format": "", | ||
| 108 | "hash": "", | 119 | "hash": "", | ||
| 109 | "id": "10616ae3-e018-4aae-a68c-46e29bed31a9", | 120 | "id": "10616ae3-e018-4aae-a68c-46e29bed31a9", | ||
| 110 | "last_modified": null, | 121 | "last_modified": null, | ||
| 111 | "metadata_modified": "2023-10-09T14:16:27.437471", | 122 | "metadata_modified": "2023-10-09T14:16:27.437471", | ||
| 112 | "mimetype": null, | 123 | "mimetype": null, | ||
| 113 | "mimetype_inner": null, | 124 | "mimetype_inner": null, | ||
| 114 | "name": "Load Model External Web Link", | 125 | "name": "Load Model External Web Link", | ||
| 115 | "package_id": "9b7983cc-73cc-4428-aa92-717b34b8edf7", | 126 | "package_id": "9b7983cc-73cc-4428-aa92-717b34b8edf7", | ||
| 116 | "position": 1, | 127 | "position": 1, | ||
| 117 | "resource_type": "regular", | 128 | "resource_type": "regular", | ||
| 118 | "size": null, | 129 | "size": null, | ||
| 119 | "state": "active", | 130 | "state": "active", | ||
| 120 | "url": | 131 | "url": | ||
| 121 | IiwidCI6Ijk1M2IwZjgzLTFjZTYtNDVjMy04MmM5LTFkODQ3ZTM3MjMzOSIsImMiOjh9", | 132 | IiwidCI6Ijk1M2IwZjgzLTFjZTYtNDVjMy04MmM5LTFkODQ3ZTM3MjMzOSIsImMiOjh9", | ||
| 122 | "url_type": "" | 133 | "url_type": "" | ||
| 123 | } | 134 | } | ||
| 124 | ], | 135 | ], | ||
| 125 | "source": "REGEN", | 136 | "source": "REGEN", | ||
| 126 | "state": "active", | 137 | "state": "active", | ||
| 127 | "tags": [ | 138 | "tags": [ | ||
| 128 | { | 139 | { | ||
| 129 | "display_name": "Asset", | 140 | "display_name": "Asset", | ||
| 130 | "id": "23bcfcff-7ff0-4b75-a7c5-bb9176146fb5", | 141 | "id": "23bcfcff-7ff0-4b75-a7c5-bb9176146fb5", | ||
| 131 | "name": "Asset", | 142 | "name": "Asset", | ||
| 132 | "state": "active", | 143 | "state": "active", | ||
| 133 | "vocabulary_id": null | 144 | "vocabulary_id": null | ||
| 134 | }, | 145 | }, | ||
| 135 | { | 146 | { | ||
| 136 | "display_name": "Distribution Future Energy Scenarios", | 147 | "display_name": "Distribution Future Energy Scenarios", | ||
| 137 | "id": "949c75c5-f5ad-4912-a092-f742370a0916", | 148 | "id": "949c75c5-f5ad-4912-a092-f742370a0916", | ||
| 138 | "name": "Distribution Future Energy Scenarios", | 149 | "name": "Distribution Future Energy Scenarios", | ||
| 139 | "state": "active", | 150 | "state": "active", | ||
| 140 | "vocabulary_id": null | 151 | "vocabulary_id": null | ||
| 141 | }, | 152 | }, | ||
| 142 | { | 153 | { | ||
| 143 | "display_name": "Energy Data", | 154 | "display_name": "Energy Data", | ||
| 144 | "id": "7e8a4486-1f9c-4fb9-8224-c76b96501f71", | 155 | "id": "7e8a4486-1f9c-4fb9-8224-c76b96501f71", | ||
| 145 | "name": "Energy Data", | 156 | "name": "Energy Data", | ||
| 146 | "state": "active", | 157 | "state": "active", | ||
| 147 | "vocabulary_id": null | 158 | "vocabulary_id": null | ||
| 148 | } | 159 | } | ||
| 149 | ], | 160 | ], | ||
| 150 | "title": "SSEN Transformer Load Model", | 161 | "title": "SSEN Transformer Load Model", | ||
| 151 | "type": "dataset", | 162 | "type": "dataset", | ||
| 152 | "url": null, | 163 | "url": null, | ||
| 153 | "version": "" | 164 | "version": "" | ||
| 154 | } | 165 | } |