{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2020:Q45ANDXGXU5J3WPPH4CH3JGVJ7","short_pith_number":"pith:Q45ANDXG","schema_version":"1.0","canonical_sha256":"873a068ee6bd3a9dd9ef3f047da4d54fd7279db3ada3bd04e86123c6ad0a681a","source":{"kind":"arxiv","id":"2006.16170","version":3},"attestation_state":"computed","paper":{"title":"Stochastic Flexibility Evaluation for Virtual Power Plant by Aggregating Distributed Energy Resources","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SY"],"primary_cat":"eess.SY","authors_text":"Siyuan Wang, Wenchuan Wu","submitted_at":"2020-06-29T16:32:59Z","abstract_excerpt":"To manage huge amount of flexible distributed energy resources (DERs) in the distribution networks, the virtual power plant (VPP) is introduced in industry. The VPP can optimally dispatch these resources in a cluster way and provide flexibility for the power system operation as a whole. Most existing works formulate the equivalent power flexibility of the aggregating DERs as deterministic optimization models without considering their uncertainties. In this paper, we introduce the stochastic power flexibility range (PFR) to describe the power flexibility of VPP, which is formulated as a chance "},"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":"2006.16170","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SY","submitted_at":"2020-06-29T16:32:59Z","cross_cats_sorted":["cs.SY"],"title_canon_sha256":"b582e70df9515a99aae25f40f9d493ec99e2fe2bc7549d1410e6231d70ed1bba","abstract_canon_sha256":"c4f3342fa61b931a6cea1ea08f94b9bbc6ca56bdb693399b9c6bb579561a95dc"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T01:48:10.873269Z","signature_b64":"ryYmwCyN/8nCkGFgwAA6qLvtg7Y8MkHeYNiM4jK7XOQ0KOIxyjKrOv73ixTQl/Hf4bvldG+2lfaDcBY9xbd/BQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"873a068ee6bd3a9dd9ef3f047da4d54fd7279db3ada3bd04e86123c6ad0a681a","last_reissued_at":"2026-07-05T01:48:10.872800Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T01:48:10.872800Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Stochastic Flexibility Evaluation for Virtual Power Plant by Aggregating Distributed Energy Resources","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SY"],"primary_cat":"eess.SY","authors_text":"Siyuan Wang, Wenchuan Wu","submitted_at":"2020-06-29T16:32:59Z","abstract_excerpt":"To manage huge amount of flexible distributed energy resources (DERs) in the distribution networks, the virtual power plant (VPP) is introduced in industry. The VPP can optimally dispatch these resources in a cluster way and provide flexibility for the power system operation as a whole. Most existing works formulate the equivalent power flexibility of the aggregating DERs as deterministic optimization models without considering their uncertainties. In this paper, we introduce the stochastic power flexibility range (PFR) to describe the power flexibility of VPP, which is formulated as a chance "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2006.16170","kind":"arxiv","version":3},"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/2006.16170/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":"2006.16170","created_at":"2026-07-05T01:48:10.872859+00:00"},{"alias_kind":"arxiv_version","alias_value":"2006.16170v3","created_at":"2026-07-05T01:48:10.872859+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2006.16170","created_at":"2026-07-05T01:48:10.872859+00:00"},{"alias_kind":"pith_short_12","alias_value":"Q45ANDXGXU5J","created_at":"2026-07-05T01:48:10.872859+00:00"},{"alias_kind":"pith_short_16","alias_value":"Q45ANDXGXU5J3WPP","created_at":"2026-07-05T01:48:10.872859+00:00"},{"alias_kind":"pith_short_8","alias_value":"Q45ANDXG","created_at":"2026-07-05T01:48:10.872859+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/Q45ANDXGXU5J3WPPH4CH3JGVJ7","json":"https://pith.science/pith/Q45ANDXGXU5J3WPPH4CH3JGVJ7.json","graph_json":"https://pith.science/api/pith-number/Q45ANDXGXU5J3WPPH4CH3JGVJ7/graph.json","events_json":"https://pith.science/api/pith-number/Q45ANDXGXU5J3WPPH4CH3JGVJ7/events.json","paper":"https://pith.science/paper/Q45ANDXG"},"agent_actions":{"view_html":"https://pith.science/pith/Q45ANDXGXU5J3WPPH4CH3JGVJ7","download_json":"https://pith.science/pith/Q45ANDXGXU5J3WPPH4CH3JGVJ7.json","view_paper":"https://pith.science/paper/Q45ANDXG","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2006.16170&json=true","fetch_graph":"https://pith.science/api/pith-number/Q45ANDXGXU5J3WPPH4CH3JGVJ7/graph.json","fetch_events":"https://pith.science/api/pith-number/Q45ANDXGXU5J3WPPH4CH3JGVJ7/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/Q45ANDXGXU5J3WPPH4CH3JGVJ7/action/timestamp_anchor","attest_storage":"https://pith.science/pith/Q45ANDXGXU5J3WPPH4CH3JGVJ7/action/storage_attestation","attest_author":"https://pith.science/pith/Q45ANDXGXU5J3WPPH4CH3JGVJ7/action/author_attestation","sign_citation":"https://pith.science/pith/Q45ANDXGXU5J3WPPH4CH3JGVJ7/action/citation_signature","submit_replication":"https://pith.science/pith/Q45ANDXGXU5J3WPPH4CH3JGVJ7/action/replication_record"}},"created_at":"2026-07-05T01:48:10.872859+00:00","updated_at":"2026-07-05T01:48:10.872859+00:00"}