{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2018:5CRPIMUXCXP35GOEXAARNFFBSS","short_pith_number":"pith:5CRPIMUX","schema_version":"1.0","canonical_sha256":"e8a2f4329715dfbe99c4b8011694a19496dcbc051b478ee21415452f3f64f8c1","source":{"kind":"arxiv","id":"1807.07120","version":2},"attestation_state":"computed","paper":{"title":"A Holistic Approach to Forecasting Wholesale Energy Market Prices","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SY"],"primary_cat":"stat.AP","authors_text":"Ana Radovanovic, Bokan Chen, Tommaso Nesti","submitted_at":"2018-07-18T19:44:25Z","abstract_excerpt":"Electricity market price predictions enable energy market participants to shape their consumption or supply while meeting their economic and environmental objectives. By utilizing the basic properties of the supply-demand matching process performed by grid operators, known as Optimal Power Flow (OPF), we develop a methodology to recover energy market's structure and predict the resulting nodal prices by using only publicly available data, specifically grid-wide generation type mix, system load, and historical prices. Our methodology uses the latest advancements in statistical learning to cope "},"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":"1807.07120","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.AP","submitted_at":"2018-07-18T19:44:25Z","cross_cats_sorted":["cs.SY"],"title_canon_sha256":"1f882569681d1524d570ecc9e6e990ecc8f1be95ab1b5889729ae3f5dd8d53b5","abstract_canon_sha256":"bfaa5fc00cb756dbcf16d16774b4b3b340aa61dfa74ec4609a9834dadc22ae42"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-17T23:43:51.053199Z","signature_b64":"iuTlmt5a3m+Yru8FeVpfY2MRBfOo3yWPDkWE1EXbGwbXEi4PWP9HbuPPrQMBoP7ESq1h33UhXyejCad5j43vCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e8a2f4329715dfbe99c4b8011694a19496dcbc051b478ee21415452f3f64f8c1","last_reissued_at":"2026-05-17T23:43:51.052676Z","signature_status":"signed_v1","first_computed_at":"2026-05-17T23:43:51.052676Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"A Holistic Approach to Forecasting Wholesale Energy Market Prices","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SY"],"primary_cat":"stat.AP","authors_text":"Ana Radovanovic, Bokan Chen, Tommaso Nesti","submitted_at":"2018-07-18T19:44:25Z","abstract_excerpt":"Electricity market price predictions enable energy market participants to shape their consumption or supply while meeting their economic and environmental objectives. By utilizing the basic properties of the supply-demand matching process performed by grid operators, known as Optimal Power Flow (OPF), we develop a methodology to recover energy market's structure and predict the resulting nodal prices by using only publicly available data, specifically grid-wide generation type mix, system load, and historical prices. Our methodology uses the latest advancements in statistical learning to cope "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1807.07120","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"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":"1807.07120","created_at":"2026-05-17T23:43:51.052766+00:00"},{"alias_kind":"arxiv_version","alias_value":"1807.07120v2","created_at":"2026-05-17T23:43:51.052766+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1807.07120","created_at":"2026-05-17T23:43:51.052766+00:00"},{"alias_kind":"pith_short_12","alias_value":"5CRPIMUXCXP3","created_at":"2026-05-18T12:32:08.215937+00:00"},{"alias_kind":"pith_short_16","alias_value":"5CRPIMUXCXP35GOE","created_at":"2026-05-18T12:32:08.215937+00:00"},{"alias_kind":"pith_short_8","alias_value":"5CRPIMUX","created_at":"2026-05-18T12:32:08.215937+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/5CRPIMUXCXP35GOEXAARNFFBSS","json":"https://pith.science/pith/5CRPIMUXCXP35GOEXAARNFFBSS.json","graph_json":"https://pith.science/api/pith-number/5CRPIMUXCXP35GOEXAARNFFBSS/graph.json","events_json":"https://pith.science/api/pith-number/5CRPIMUXCXP35GOEXAARNFFBSS/events.json","paper":"https://pith.science/paper/5CRPIMUX"},"agent_actions":{"view_html":"https://pith.science/pith/5CRPIMUXCXP35GOEXAARNFFBSS","download_json":"https://pith.science/pith/5CRPIMUXCXP35GOEXAARNFFBSS.json","view_paper":"https://pith.science/paper/5CRPIMUX","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1807.07120&json=true","fetch_graph":"https://pith.science/api/pith-number/5CRPIMUXCXP35GOEXAARNFFBSS/graph.json","fetch_events":"https://pith.science/api/pith-number/5CRPIMUXCXP35GOEXAARNFFBSS/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/5CRPIMUXCXP35GOEXAARNFFBSS/action/timestamp_anchor","attest_storage":"https://pith.science/pith/5CRPIMUXCXP35GOEXAARNFFBSS/action/storage_attestation","attest_author":"https://pith.science/pith/5CRPIMUXCXP35GOEXAARNFFBSS/action/author_attestation","sign_citation":"https://pith.science/pith/5CRPIMUXCXP35GOEXAARNFFBSS/action/citation_signature","submit_replication":"https://pith.science/pith/5CRPIMUXCXP35GOEXAARNFFBSS/action/replication_record"}},"created_at":"2026-05-17T23:43:51.052766+00:00","updated_at":"2026-05-17T23:43:51.052766+00:00"}