{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:UJOZDEH6ITEXDSVEEUHTD5VYCZ","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":"f0f5d9b2e06b28be7d72bdf17bf257b271c28cf4d2b8684e38cf434b756626ee","cross_cats_sorted":["cs.AI","cs.SY"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"eess.SY","submitted_at":"2024-06-29T12:28:30Z","title_canon_sha256":"643269e8a348e809018c2382f38db2a9a036a8995dbbf8c6660cb743bc68aaba"},"schema_version":"1.0","source":{"id":"2407.03368","kind":"arxiv","version":5}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.03368","created_at":"2026-07-05T10:49:07Z"},{"alias_kind":"arxiv_version","alias_value":"2407.03368v5","created_at":"2026-07-05T10:49:07Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.03368","created_at":"2026-07-05T10:49:07Z"},{"alias_kind":"pith_short_12","alias_value":"UJOZDEH6ITEX","created_at":"2026-07-05T10:49:07Z"},{"alias_kind":"pith_short_16","alias_value":"UJOZDEH6ITEXDSVE","created_at":"2026-07-05T10:49:07Z"},{"alias_kind":"pith_short_8","alias_value":"UJOZDEH6","created_at":"2026-07-05T10:49:07Z"}],"graph_snapshots":[{"event_id":"sha256:c78967bfaee74360ed64acf247330b96801a74aa0d592fea189a8e71ebb111af","target":"graph","created_at":"2026-07-05T10:49:07Z","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/2407.03368/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This study investigates the integration of forecasting and optimization in energy management systems, with a focus on the role of switching costs -- penalties incurred from frequent operational adjustments. We develop a theoretical and empirical framework to examine how forecast accuracy and stability interact with switching costs in online decision-making settings. Our analysis spans both deterministic and stochastic optimization approaches, using point and probabilistic forecasts. A novel metric for measuring temporal consistency in probabilistic forecasts is introduced, and the framework is","authors_text":"Christoph Bergmeir, Evgenii Genov, Julian Ruddick, Maarten Messagie, Majid Vafaeipour, Salvador Garcia, Thierry Coosemans","cross_cats":["cs.AI","cs.SY"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"eess.SY","submitted_at":"2024-06-29T12:28:30Z","title":"Balancing Forecast Accuracy and Switching Costs in Online Optimization of Energy Management Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.03368","kind":"arxiv","version":5},"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":"sha256:4fc6b4196fb4c1af10ca650b6293d61cd9d5f99c590db0cbbe400928ad73f1aa","target":"record","created_at":"2026-07-05T10:49:07Z","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":"f0f5d9b2e06b28be7d72bdf17bf257b271c28cf4d2b8684e38cf434b756626ee","cross_cats_sorted":["cs.AI","cs.SY"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"eess.SY","submitted_at":"2024-06-29T12:28:30Z","title_canon_sha256":"643269e8a348e809018c2382f38db2a9a036a8995dbbf8c6660cb743bc68aaba"},"schema_version":"1.0","source":{"id":"2407.03368","kind":"arxiv","version":5}},"canonical_sha256":"a25d9190fe44c971caa4250f31f6b81660db796011b44126c33b7c41114e8424","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a25d9190fe44c971caa4250f31f6b81660db796011b44126c33b7c41114e8424","first_computed_at":"2026-07-05T10:49:07.000958Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:49:07.000958Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"i2N/TD4V6Pmfo/yrBzde+bMwYLEZVA3WicZM5H9XFYmi/QlBaIfIBVUyI+n3gm65BjaxcD9NZk6LVaSxRj5pDg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:49:07.001435Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.03368","source_kind":"arxiv","source_version":5}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4fc6b4196fb4c1af10ca650b6293d61cd9d5f99c590db0cbbe400928ad73f1aa","sha256:c78967bfaee74360ed64acf247330b96801a74aa0d592fea189a8e71ebb111af"],"state_sha256":"17d565effb1774fc54932daeeb2e71d51f45b9fbbf34d0515f1d62fa4e5e88d5"}