{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2023:B7QTHZQJ5ZQ453JMXHOFCIUGPI","short_pith_number":"pith:B7QTHZQJ","schema_version":"1.0","canonical_sha256":"0fe133e609ee61ceed2cb9dc5122867a0ca6f70cf8c2a8c4dbbce6f7ef399922","source":{"kind":"arxiv","id":"2310.09323","version":1},"attestation_state":"computed","paper":{"title":"Maximum Return on Investment for a Domestic Photovoltaic Installation","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["econ.GN","q-fin.EC"],"primary_cat":"math.OC","authors_text":"Benedict Winchester, Jenny Nelson, Tom Nonnenmacher","submitted_at":"2023-10-13T16:21:58Z","abstract_excerpt":"The rising energy prices in Europe and the urgent need to address global warming have sparked a significant increase in the installation of domestic photovoltaic systems to harness solar energy. However, since solar energy is available only during daytime hours and its availability varies daily, effectively shifting energy use becomes crucial. Whilst batteries can assist in storing excess energy, their high prices hinder their widespread adoption. In this study, we explore the importance of load to maximise return on investment. We propose an incremental approach to fitting load profiles into "},"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":"2310.09323","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"math.OC","submitted_at":"2023-10-13T16:21:58Z","cross_cats_sorted":["econ.GN","q-fin.EC"],"title_canon_sha256":"82c02649cfa13f660489ade231d4218f6f49039a95f3550df0587c55b0f41587","abstract_canon_sha256":"8d95602351c5eb52c15fe3d7fafff8ded309f87accbd93f9af17b80c9be800e4"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:01:07.334974Z","signature_b64":"t/m0sfy9tegQU7BejD6y209EH1j34N7wHk6XuhfETH98uRWsOsU/Uf6mSbgAubQOnyvnbUi/Tl9djA5k8/xrDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0fe133e609ee61ceed2cb9dc5122867a0ca6f70cf8c2a8c4dbbce6f7ef399922","last_reissued_at":"2026-07-05T07:01:07.334488Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:01:07.334488Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Maximum Return on Investment for a Domestic Photovoltaic Installation","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["econ.GN","q-fin.EC"],"primary_cat":"math.OC","authors_text":"Benedict Winchester, Jenny Nelson, Tom Nonnenmacher","submitted_at":"2023-10-13T16:21:58Z","abstract_excerpt":"The rising energy prices in Europe and the urgent need to address global warming have sparked a significant increase in the installation of domestic photovoltaic systems to harness solar energy. However, since solar energy is available only during daytime hours and its availability varies daily, effectively shifting energy use becomes crucial. Whilst batteries can assist in storing excess energy, their high prices hinder their widespread adoption. In this study, we explore the importance of load to maximise return on investment. We propose an incremental approach to fitting load profiles into "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.09323","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2310.09323/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":"2310.09323","created_at":"2026-07-05T07:01:07.334550+00:00"},{"alias_kind":"arxiv_version","alias_value":"2310.09323v1","created_at":"2026-07-05T07:01:07.334550+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.09323","created_at":"2026-07-05T07:01:07.334550+00:00"},{"alias_kind":"pith_short_12","alias_value":"B7QTHZQJ5ZQ4","created_at":"2026-07-05T07:01:07.334550+00:00"},{"alias_kind":"pith_short_16","alias_value":"B7QTHZQJ5ZQ453JM","created_at":"2026-07-05T07:01:07.334550+00:00"},{"alias_kind":"pith_short_8","alias_value":"B7QTHZQJ","created_at":"2026-07-05T07:01:07.334550+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/B7QTHZQJ5ZQ453JMXHOFCIUGPI","json":"https://pith.science/pith/B7QTHZQJ5ZQ453JMXHOFCIUGPI.json","graph_json":"https://pith.science/api/pith-number/B7QTHZQJ5ZQ453JMXHOFCIUGPI/graph.json","events_json":"https://pith.science/api/pith-number/B7QTHZQJ5ZQ453JMXHOFCIUGPI/events.json","paper":"https://pith.science/paper/B7QTHZQJ"},"agent_actions":{"view_html":"https://pith.science/pith/B7QTHZQJ5ZQ453JMXHOFCIUGPI","download_json":"https://pith.science/pith/B7QTHZQJ5ZQ453JMXHOFCIUGPI.json","view_paper":"https://pith.science/paper/B7QTHZQJ","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2310.09323&json=true","fetch_graph":"https://pith.science/api/pith-number/B7QTHZQJ5ZQ453JMXHOFCIUGPI/graph.json","fetch_events":"https://pith.science/api/pith-number/B7QTHZQJ5ZQ453JMXHOFCIUGPI/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/B7QTHZQJ5ZQ453JMXHOFCIUGPI/action/timestamp_anchor","attest_storage":"https://pith.science/pith/B7QTHZQJ5ZQ453JMXHOFCIUGPI/action/storage_attestation","attest_author":"https://pith.science/pith/B7QTHZQJ5ZQ453JMXHOFCIUGPI/action/author_attestation","sign_citation":"https://pith.science/pith/B7QTHZQJ5ZQ453JMXHOFCIUGPI/action/citation_signature","submit_replication":"https://pith.science/pith/B7QTHZQJ5ZQ453JMXHOFCIUGPI/action/replication_record"}},"created_at":"2026-07-05T07:01:07.334550+00:00","updated_at":"2026-07-05T07:01:07.334550+00:00"}