{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2018:BDNECMYHMMTCNB2MRWS4RUUBWN","short_pith_number":"pith:BDNECMYH","canonical_record":{"source":{"id":"1810.02815","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CE","submitted_at":"2018-10-07T07:03:46Z","cross_cats_sorted":["econ.GN","math.OC","q-fin.EC"],"title_canon_sha256":"7e627891076428dfef984a2d07324db667ef8c1c2125e1a766fbc30fd2c52e35","abstract_canon_sha256":"4036272e024b5a100a8de17b957e949ea67549f44d39969df47d741d4d2f62d3"},"schema_version":"1.0"},"canonical_sha256":"08da413307632626874c8da5c8d281b37a2435d328d9a412ae1a17b11213b354","source":{"kind":"arxiv","id":"1810.02815","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1810.02815","created_at":"2026-05-18T00:04:00Z"},{"alias_kind":"arxiv_version","alias_value":"1810.02815v1","created_at":"2026-05-18T00:04:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1810.02815","created_at":"2026-05-18T00:04:00Z"},{"alias_kind":"pith_short_12","alias_value":"BDNECMYHMMTC","created_at":"2026-05-18T12:32:13Z"},{"alias_kind":"pith_short_16","alias_value":"BDNECMYHMMTCNB2M","created_at":"2026-05-18T12:32:13Z"},{"alias_kind":"pith_short_8","alias_value":"BDNECMYH","created_at":"2026-05-18T12:32:13Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2018:BDNECMYHMMTCNB2MRWS4RUUBWN","target":"record","payload":{"canonical_record":{"source":{"id":"1810.02815","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CE","submitted_at":"2018-10-07T07:03:46Z","cross_cats_sorted":["econ.GN","math.OC","q-fin.EC"],"title_canon_sha256":"7e627891076428dfef984a2d07324db667ef8c1c2125e1a766fbc30fd2c52e35","abstract_canon_sha256":"4036272e024b5a100a8de17b957e949ea67549f44d39969df47d741d4d2f62d3"},"schema_version":"1.0"},"canonical_sha256":"08da413307632626874c8da5c8d281b37a2435d328d9a412ae1a17b11213b354","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:04:00.238042Z","signature_b64":"xnQFTvX9J6Ib16ijtnB3uPQQALfKT5JJFaJF9yiZLm68TgsphHuf1Q8n2o1Y9o9Lag9GxyDKK2kY/RZJSKSVDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"08da413307632626874c8da5c8d281b37a2435d328d9a412ae1a17b11213b354","last_reissued_at":"2026-05-18T00:04:00.237439Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:04:00.237439Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1810.02815","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T00:04:00Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"z9on5jLAsH5ah2GylVIgnAbeI0yDTJNVIvQK9G0rf2lU69+bICoj5FoJh1WioFDKonnzKFMqlDlZoXzabh6vCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-07T23:04:37.306471Z"},"content_sha256":"f0fbcc44545e02e80543ef8af83e046f3ba713ab9def7d998c5bce2603a13553","schema_version":"1.0","event_id":"sha256:f0fbcc44545e02e80543ef8af83e046f3ba713ab9def7d998c5bce2603a13553"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2018:BDNECMYHMMTCNB2MRWS4RUUBWN","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A General Sensitivity Analysis Approach for Demand Response Optimizations","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["econ.GN","math.OC","q-fin.EC"],"primary_cat":"cs.CE","authors_text":"Ding Xiang, Ermin Wei","submitted_at":"2018-10-07T07:03:46Z","abstract_excerpt":"It is well-known that demand response can improve the system efficiency as well as lower consumers' (prosumers') electricity bills. However, it is not clear how we can either qualitatively identify the prosumer with the most impact potential or quantitatively estimate each prosumer's contribution to the total social welfare improvement when additional resource capacity/flexibility is introduced to the system with demand response, such as allowing net-selling behavior. In this work, we build upon existing literature on the electricity market, which consists of price-taking prosumers each with v"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1810.02815","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":""},"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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T00:04:00Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"eATLfnzpdom2H/3qkArMHv8yKg/nhb6FgikWR28aJDui6RQl1FbnKm3/2uBmHVbP6xjmjXoDsuu66etGIN7HAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-07T23:04:37.307102Z"},"content_sha256":"135405c93d72d4e00c45ad713f51b6a6768ed263735affdd4caf1734a6ca8299","schema_version":"1.0","event_id":"sha256:135405c93d72d4e00c45ad713f51b6a6768ed263735affdd4caf1734a6ca8299"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/BDNECMYHMMTCNB2MRWS4RUUBWN/bundle.json","state_url":"https://pith.science/pith/BDNECMYHMMTCNB2MRWS4RUUBWN/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/BDNECMYHMMTCNB2MRWS4RUUBWN/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-06-07T23:04:37Z","links":{"resolver":"https://pith.science/pith/BDNECMYHMMTCNB2MRWS4RUUBWN","bundle":"https://pith.science/pith/BDNECMYHMMTCNB2MRWS4RUUBWN/bundle.json","state":"https://pith.science/pith/BDNECMYHMMTCNB2MRWS4RUUBWN/state.json","well_known_bundle":"https://pith.science/.well-known/pith/BDNECMYHMMTCNB2MRWS4RUUBWN/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:BDNECMYHMMTCNB2MRWS4RUUBWN","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":"4036272e024b5a100a8de17b957e949ea67549f44d39969df47d741d4d2f62d3","cross_cats_sorted":["econ.GN","math.OC","q-fin.EC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CE","submitted_at":"2018-10-07T07:03:46Z","title_canon_sha256":"7e627891076428dfef984a2d07324db667ef8c1c2125e1a766fbc30fd2c52e35"},"schema_version":"1.0","source":{"id":"1810.02815","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1810.02815","created_at":"2026-05-18T00:04:00Z"},{"alias_kind":"arxiv_version","alias_value":"1810.02815v1","created_at":"2026-05-18T00:04:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1810.02815","created_at":"2026-05-18T00:04:00Z"},{"alias_kind":"pith_short_12","alias_value":"BDNECMYHMMTC","created_at":"2026-05-18T12:32:13Z"},{"alias_kind":"pith_short_16","alias_value":"BDNECMYHMMTCNB2M","created_at":"2026-05-18T12:32:13Z"},{"alias_kind":"pith_short_8","alias_value":"BDNECMYH","created_at":"2026-05-18T12:32:13Z"}],"graph_snapshots":[{"event_id":"sha256:135405c93d72d4e00c45ad713f51b6a6768ed263735affdd4caf1734a6ca8299","target":"graph","created_at":"2026-05-18T00:04:00Z","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":"It is well-known that demand response can improve the system efficiency as well as lower consumers' (prosumers') electricity bills. However, it is not clear how we can either qualitatively identify the prosumer with the most impact potential or quantitatively estimate each prosumer's contribution to the total social welfare improvement when additional resource capacity/flexibility is introduced to the system with demand response, such as allowing net-selling behavior. In this work, we build upon existing literature on the electricity market, which consists of price-taking prosumers each with v","authors_text":"Ding Xiang, Ermin Wei","cross_cats":["econ.GN","math.OC","q-fin.EC"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CE","submitted_at":"2018-10-07T07:03:46Z","title":"A General Sensitivity Analysis Approach for Demand Response Optimizations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1810.02815","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:f0fbcc44545e02e80543ef8af83e046f3ba713ab9def7d998c5bce2603a13553","target":"record","created_at":"2026-05-18T00:04:00Z","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":"4036272e024b5a100a8de17b957e949ea67549f44d39969df47d741d4d2f62d3","cross_cats_sorted":["econ.GN","math.OC","q-fin.EC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CE","submitted_at":"2018-10-07T07:03:46Z","title_canon_sha256":"7e627891076428dfef984a2d07324db667ef8c1c2125e1a766fbc30fd2c52e35"},"schema_version":"1.0","source":{"id":"1810.02815","kind":"arxiv","version":1}},"canonical_sha256":"08da413307632626874c8da5c8d281b37a2435d328d9a412ae1a17b11213b354","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"08da413307632626874c8da5c8d281b37a2435d328d9a412ae1a17b11213b354","first_computed_at":"2026-05-18T00:04:00.237439Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:04:00.237439Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"xnQFTvX9J6Ib16ijtnB3uPQQALfKT5JJFaJF9yiZLm68TgsphHuf1Q8n2o1Y9o9Lag9GxyDKK2kY/RZJSKSVDw==","signature_status":"signed_v1","signed_at":"2026-05-18T00:04:00.238042Z","signed_message":"canonical_sha256_bytes"},"source_id":"1810.02815","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f0fbcc44545e02e80543ef8af83e046f3ba713ab9def7d998c5bce2603a13553","sha256:135405c93d72d4e00c45ad713f51b6a6768ed263735affdd4caf1734a6ca8299"],"state_sha256":"eda76e97f557ac691311d4aad964adc7c3e3ec75fcf4aef82df2c5e02a81d984"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ZnByMeIiwvXJQhfjrzL5d+r5RYdXeKkoxJmkaX1ZsGVBX6d1fn7YBGV+e2/qClauvowmU/FL73xX6I9+HxsYAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-07T23:04:37.311133Z","bundle_sha256":"d2143a165df0eca133c53f138e83fd304bf14c306d3c48888d6c7656c92667c8"}}