{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:UUWPTV5FB5SZHSWL6QQFYC5SOJ","short_pith_number":"pith:UUWPTV5F","schema_version":"1.0","canonical_sha256":"a52cf9d7a50f6593cacbf4205c0bb272442ffafe7dc1c19649c6799970ff9d08","source":{"kind":"arxiv","id":"2412.05956","version":1},"attestation_state":"computed","paper":{"title":"Uncertainty-Aware Capacity Expansion for Real-World DER Deployment via End-to-End Network Integration","license":"http://creativecommons.org/publicdomain/zero/1.0/","headline":"","cross_cats":["cs.SY"],"primary_cat":"eess.SY","authors_text":"Steven Low, Yiheng Xie, Yiyuan Pan","submitted_at":"2024-12-08T14:29:04Z","abstract_excerpt":"The deployment of distributed energy resource (DER) devices plays a critical role in distribution grids, offering multiple value streams, including decarbonization, provision of ancillary services, non-wire alternatives, and enhanced grid flexibility. However, existing research on capacity expansion suffers from two major limitations that undermine the realistic accuracy of the proposed models: (i) the lack of modeling of three-phase unbalanced AC distribution networks, and (ii) the absence of explicit treatment of model uncertainty. To address these challenges, we develop a two-stage robust o"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2412.05956","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"eess.SY","submitted_at":"2024-12-08T14:29:04Z","cross_cats_sorted":["cs.SY"],"title_canon_sha256":"bbb9de4b028d41a16d3246ba52d577ec66b331f7d2dc546cae22ab0703439ddd","abstract_canon_sha256":"bafd4064cd6b5f03be0a384a12e5c5790d41266af27b3e46e7c7376f4eb1faa0"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:46:12.140418Z","signature_b64":"hYTzh7Vga7o6lLWFZgl4p8+CjQSqYH+tQpqrXUr9t1aHfDJW7ToAZxCa32DqY++ZWcNNvvjlB9rcuQvyZXLQAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a52cf9d7a50f6593cacbf4205c0bb272442ffafe7dc1c19649c6799970ff9d08","last_reissued_at":"2026-07-05T09:46:12.140007Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:46:12.140007Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Uncertainty-Aware Capacity Expansion for Real-World DER Deployment via End-to-End Network Integration","license":"http://creativecommons.org/publicdomain/zero/1.0/","headline":"","cross_cats":["cs.SY"],"primary_cat":"eess.SY","authors_text":"Steven Low, Yiheng Xie, Yiyuan Pan","submitted_at":"2024-12-08T14:29:04Z","abstract_excerpt":"The deployment of distributed energy resource (DER) devices plays a critical role in distribution grids, offering multiple value streams, including decarbonization, provision of ancillary services, non-wire alternatives, and enhanced grid flexibility. However, existing research on capacity expansion suffers from two major limitations that undermine the realistic accuracy of the proposed models: (i) the lack of modeling of three-phase unbalanced AC distribution networks, and (ii) the absence of explicit treatment of model uncertainty. To address these challenges, we develop a two-stage robust o"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.05956","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/2412.05956/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2412.05956","created_at":"2026-07-05T09:46:12.140073+00:00"},{"alias_kind":"arxiv_version","alias_value":"2412.05956v1","created_at":"2026-07-05T09:46:12.140073+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.05956","created_at":"2026-07-05T09:46:12.140073+00:00"},{"alias_kind":"pith_short_12","alias_value":"UUWPTV5FB5SZ","created_at":"2026-07-05T09:46:12.140073+00:00"},{"alias_kind":"pith_short_16","alias_value":"UUWPTV5FB5SZHSWL","created_at":"2026-07-05T09:46:12.140073+00:00"},{"alias_kind":"pith_short_8","alias_value":"UUWPTV5F","created_at":"2026-07-05T09:46:12.140073+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/UUWPTV5FB5SZHSWL6QQFYC5SOJ","json":"https://pith.science/pith/UUWPTV5FB5SZHSWL6QQFYC5SOJ.json","graph_json":"https://pith.science/api/pith-number/UUWPTV5FB5SZHSWL6QQFYC5SOJ/graph.json","events_json":"https://pith.science/api/pith-number/UUWPTV5FB5SZHSWL6QQFYC5SOJ/events.json","paper":"https://pith.science/paper/UUWPTV5F"},"agent_actions":{"view_html":"https://pith.science/pith/UUWPTV5FB5SZHSWL6QQFYC5SOJ","download_json":"https://pith.science/pith/UUWPTV5FB5SZHSWL6QQFYC5SOJ.json","view_paper":"https://pith.science/paper/UUWPTV5F","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2412.05956&json=true","fetch_graph":"https://pith.science/api/pith-number/UUWPTV5FB5SZHSWL6QQFYC5SOJ/graph.json","fetch_events":"https://pith.science/api/pith-number/UUWPTV5FB5SZHSWL6QQFYC5SOJ/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/UUWPTV5FB5SZHSWL6QQFYC5SOJ/action/timestamp_anchor","attest_storage":"https://pith.science/pith/UUWPTV5FB5SZHSWL6QQFYC5SOJ/action/storage_attestation","attest_author":"https://pith.science/pith/UUWPTV5FB5SZHSWL6QQFYC5SOJ/action/author_attestation","sign_citation":"https://pith.science/pith/UUWPTV5FB5SZHSWL6QQFYC5SOJ/action/citation_signature","submit_replication":"https://pith.science/pith/UUWPTV5FB5SZHSWL6QQFYC5SOJ/action/replication_record"}},"created_at":"2026-07-05T09:46:12.140073+00:00","updated_at":"2026-07-05T09:46:12.140073+00:00"}