{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2014:DMYCK3AG2YWXZ72GKF6C77W7NL","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":"b44508f9c361e68d375531c380100040a0482b2d2ffb778299dc0bde63e50997","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SY","submitted_at":"2014-04-07T22:04:25Z","title_canon_sha256":"f56de0178268731fb81adf6aaf133ade04a6182027ee231da6b9384dece948bf"},"schema_version":"1.0","source":{"id":"1404.1958","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1404.1958","created_at":"2026-05-18T02:54:38Z"},{"alias_kind":"arxiv_version","alias_value":"1404.1958v1","created_at":"2026-05-18T02:54:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1404.1958","created_at":"2026-05-18T02:54:38Z"},{"alias_kind":"pith_short_12","alias_value":"DMYCK3AG2YWX","created_at":"2026-05-18T12:28:25Z"},{"alias_kind":"pith_short_16","alias_value":"DMYCK3AG2YWXZ72G","created_at":"2026-05-18T12:28:25Z"},{"alias_kind":"pith_short_8","alias_value":"DMYCK3AG","created_at":"2026-05-18T12:28:25Z"}],"graph_snapshots":[{"event_id":"sha256:ec41b030da878ad8a8ab4b6f5963c73219af894f26fc195891fb1a06c0e9d3f0","target":"graph","created_at":"2026-05-18T02:54:38Z","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"},"paper":{"abstract_excerpt":"To respond to volatility and congestion in the power grid, demand response (DR) mechanisms allow for shaping the load compared to a base load profile. When tapping on a large population of heterogeneous appliances as a DR resource, the challenge is in modeling the dimensions available for control. Such models need to strike the right balance between accuracy of the model and tractability. The goal of this paper is to provide a medium-grained stochastic hybrid model to represent a population of appliances that belong to two classes: deferrable or thermostatically controlled loads. We preserve q","authors_text":"Andy Applebaum, Anna Scaglione, George Kesidis, Karl Levitt, Mahnoosh Alizadeh","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SY","submitted_at":"2014-04-07T22:04:25Z","title":"Scalable and Anonymous Modeling of Large Populations of Flexible Appliances"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1404.1958","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:cd06052fa14bbde353da5e2307f45b3d5fad870a5579de8240c45f1b4170a537","target":"record","created_at":"2026-05-18T02:54:38Z","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":"b44508f9c361e68d375531c380100040a0482b2d2ffb778299dc0bde63e50997","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SY","submitted_at":"2014-04-07T22:04:25Z","title_canon_sha256":"f56de0178268731fb81adf6aaf133ade04a6182027ee231da6b9384dece948bf"},"schema_version":"1.0","source":{"id":"1404.1958","kind":"arxiv","version":1}},"canonical_sha256":"1b30256c06d62d7cff46517c2ffedf6ae74b070f9249ae3e9e1e193f6bf54a43","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1b30256c06d62d7cff46517c2ffedf6ae74b070f9249ae3e9e1e193f6bf54a43","first_computed_at":"2026-05-18T02:54:38.942610Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T02:54:38.942610Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"YqT8XoZujMZAIJzkqZE+97yttIKsVQ9NylKc5mYIIHyg7HcOTfVg+TMCIvf2WCWBeDTmf4MULTTJjHlMyjDKBg==","signature_status":"signed_v1","signed_at":"2026-05-18T02:54:38.943330Z","signed_message":"canonical_sha256_bytes"},"source_id":"1404.1958","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cd06052fa14bbde353da5e2307f45b3d5fad870a5579de8240c45f1b4170a537","sha256:ec41b030da878ad8a8ab4b6f5963c73219af894f26fc195891fb1a06c0e9d3f0"],"state_sha256":"4471629ed177a7dde2f7eab3bdb9adbbed8b0e4f397628f9415e40aa142ab518"}