{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:ALNZZIUUWSHDACTZRUSFHEFCDF","short_pith_number":"pith:ALNZZIUU","canonical_record":{"source":{"id":"2408.14493","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-08-23T08:39:25Z","cross_cats_sorted":["cs.SY","eess.SY"],"title_canon_sha256":"d8b7f243a2719b233e6436814617683d8aa9c601aa4cdb0a83b64bb8536968c4","abstract_canon_sha256":"94837684ae468e73fd0c7a0c22ec650b0a4e69590e241b84307dfbb1367d917e"},"schema_version":"1.0"},"canonical_sha256":"02db9ca294b48e300a798d245390a21950210cba040da69d231022d706737332","source":{"kind":"arxiv","id":"2408.14493","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.14493","created_at":"2026-07-05T10:44:39Z"},{"alias_kind":"arxiv_version","alias_value":"2408.14493v1","created_at":"2026-07-05T10:44:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.14493","created_at":"2026-07-05T10:44:39Z"},{"alias_kind":"pith_short_12","alias_value":"ALNZZIUUWSHD","created_at":"2026-07-05T10:44:39Z"},{"alias_kind":"pith_short_16","alias_value":"ALNZZIUUWSHDACTZ","created_at":"2026-07-05T10:44:39Z"},{"alias_kind":"pith_short_8","alias_value":"ALNZZIUU","created_at":"2026-07-05T10:44:39Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:ALNZZIUUWSHDACTZRUSFHEFCDF","target":"record","payload":{"canonical_record":{"source":{"id":"2408.14493","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-08-23T08:39:25Z","cross_cats_sorted":["cs.SY","eess.SY"],"title_canon_sha256":"d8b7f243a2719b233e6436814617683d8aa9c601aa4cdb0a83b64bb8536968c4","abstract_canon_sha256":"94837684ae468e73fd0c7a0c22ec650b0a4e69590e241b84307dfbb1367d917e"},"schema_version":"1.0"},"canonical_sha256":"02db9ca294b48e300a798d245390a21950210cba040da69d231022d706737332","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:44:39.602658Z","signature_b64":"5ZcYxFSgSAiZh0bFncP3qD/sN1LyUJpuA8Zmzqj/NuflFsJq7LUtLe4PiaHponhbZJlOTv+FrhMqc+LqfTlVDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"02db9ca294b48e300a798d245390a21950210cba040da69d231022d706737332","last_reissued_at":"2026-07-05T10:44:39.602153Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:44:39.602153Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2408.14493","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:44:39Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"c8/Q4VHwi/oPeiSWk6Iwrexpsk96HZCmD2F/ZCUwZMufyQb/N/OoBgV/ZiUX1YMnwNNFbYEVBc8sGhf0c1INBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-09T04:32:42.874370Z"},"content_sha256":"51f75110cfed7b6c360c8d37bcecd80f9998f7f5ad1dda5ab04b7b0b0ffdf35d","schema_version":"1.0","event_id":"sha256:51f75110cfed7b6c360c8d37bcecd80f9998f7f5ad1dda5ab04b7b0b0ffdf35d"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:ALNZZIUUWSHDACTZRUSFHEFCDF","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Extraction of Typical Operating Scenarios of New Power System Based on Deep Time Series Aggregation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SY","eess.SY"],"primary_cat":"cs.LG","authors_text":"Chao Long, Min Li, Nan Qu, Tao Jiang, Yang Li, Yuguang Zhou, Zhaoyang Qu, Zhenming Zhang","submitted_at":"2024-08-23T08:39:25Z","abstract_excerpt":"Extracting typical operational scenarios is essential for making flexible decisions in the dispatch of a new power system. This study proposed a novel deep time series aggregation scheme (DTSAs) to generate typical operational scenarios, considering the large amount of historical operational snapshot data. Specifically, DTSAs analyze the intrinsic mechanisms of different scheduling operational scenario switching to mathematically represent typical operational scenarios. A gramian angular summation field (GASF) based operational scenario image encoder was designed to convert operational scenari"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.14493","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2408.14493/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T10:44:39Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"F8d3bnX16uHbXbJ/EUFKppldA2qXKUYRiB8kQ2PhxMoluc5bSJ4tIdS2a33gK9nvN/SQrd2azvl8HgAo1ROtAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-09T04:32:42.874771Z"},"content_sha256":"8e7abba21c7af03b790a24c0d0c1d12d3a118e32c4fb0c6cb98ff3ff1727ac03","schema_version":"1.0","event_id":"sha256:8e7abba21c7af03b790a24c0d0c1d12d3a118e32c4fb0c6cb98ff3ff1727ac03"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/ALNZZIUUWSHDACTZRUSFHEFCDF/bundle.json","state_url":"https://pith.science/pith/ALNZZIUUWSHDACTZRUSFHEFCDF/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/ALNZZIUUWSHDACTZRUSFHEFCDF/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-09T04:32:42Z","links":{"resolver":"https://pith.science/pith/ALNZZIUUWSHDACTZRUSFHEFCDF","bundle":"https://pith.science/pith/ALNZZIUUWSHDACTZRUSFHEFCDF/bundle.json","state":"https://pith.science/pith/ALNZZIUUWSHDACTZRUSFHEFCDF/state.json","well_known_bundle":"https://pith.science/.well-known/pith/ALNZZIUUWSHDACTZRUSFHEFCDF/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:ALNZZIUUWSHDACTZRUSFHEFCDF","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"94837684ae468e73fd0c7a0c22ec650b0a4e69590e241b84307dfbb1367d917e","cross_cats_sorted":["cs.SY","eess.SY"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-08-23T08:39:25Z","title_canon_sha256":"d8b7f243a2719b233e6436814617683d8aa9c601aa4cdb0a83b64bb8536968c4"},"schema_version":"1.0","source":{"id":"2408.14493","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.14493","created_at":"2026-07-05T10:44:39Z"},{"alias_kind":"arxiv_version","alias_value":"2408.14493v1","created_at":"2026-07-05T10:44:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.14493","created_at":"2026-07-05T10:44:39Z"},{"alias_kind":"pith_short_12","alias_value":"ALNZZIUUWSHD","created_at":"2026-07-05T10:44:39Z"},{"alias_kind":"pith_short_16","alias_value":"ALNZZIUUWSHDACTZ","created_at":"2026-07-05T10:44:39Z"},{"alias_kind":"pith_short_8","alias_value":"ALNZZIUU","created_at":"2026-07-05T10:44:39Z"}],"graph_snapshots":[{"event_id":"sha256:8e7abba21c7af03b790a24c0d0c1d12d3a118e32c4fb0c6cb98ff3ff1727ac03","target":"graph","created_at":"2026-07-05T10:44:39Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2408.14493/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Extracting typical operational scenarios is essential for making flexible decisions in the dispatch of a new power system. This study proposed a novel deep time series aggregation scheme (DTSAs) to generate typical operational scenarios, considering the large amount of historical operational snapshot data. Specifically, DTSAs analyze the intrinsic mechanisms of different scheduling operational scenario switching to mathematically represent typical operational scenarios. A gramian angular summation field (GASF) based operational scenario image encoder was designed to convert operational scenari","authors_text":"Chao Long, Min Li, Nan Qu, Tao Jiang, Yang Li, Yuguang Zhou, Zhaoyang Qu, Zhenming Zhang","cross_cats":["cs.SY","eess.SY"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-08-23T08:39:25Z","title":"Extraction of Typical Operating Scenarios of New Power System Based on Deep Time Series Aggregation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.14493","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:51f75110cfed7b6c360c8d37bcecd80f9998f7f5ad1dda5ab04b7b0b0ffdf35d","target":"record","created_at":"2026-07-05T10:44:39Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"94837684ae468e73fd0c7a0c22ec650b0a4e69590e241b84307dfbb1367d917e","cross_cats_sorted":["cs.SY","eess.SY"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-08-23T08:39:25Z","title_canon_sha256":"d8b7f243a2719b233e6436814617683d8aa9c601aa4cdb0a83b64bb8536968c4"},"schema_version":"1.0","source":{"id":"2408.14493","kind":"arxiv","version":1}},"canonical_sha256":"02db9ca294b48e300a798d245390a21950210cba040da69d231022d706737332","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"02db9ca294b48e300a798d245390a21950210cba040da69d231022d706737332","first_computed_at":"2026-07-05T10:44:39.602153Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:44:39.602153Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"5ZcYxFSgSAiZh0bFncP3qD/sN1LyUJpuA8Zmzqj/NuflFsJq7LUtLe4PiaHponhbZJlOTv+FrhMqc+LqfTlVDg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:44:39.602658Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.14493","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:51f75110cfed7b6c360c8d37bcecd80f9998f7f5ad1dda5ab04b7b0b0ffdf35d","sha256:8e7abba21c7af03b790a24c0d0c1d12d3a118e32c4fb0c6cb98ff3ff1727ac03"],"state_sha256":"34a0e558f412bcb781ead025c46943513262ef262db014622bab7308d78fa0f0"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"M6MMT2GDW6Z5PGob54TbFPeXzLg166/GKYvig+QtBN6gzO1aJciMbUCANvcsjjs7jnoCql+jhwjZr6XEBcPmBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-09T04:32:42.877002Z","bundle_sha256":"ef43a223be1db3b9de49c586873903adbf6cc1644f98de5bee13e4cc589b7b7b"}}