Pith. sign in
Pith Number

pith:3LDI3GNM

pith:2023:3LDI3GNMQRY57QL6XLWQPAFB6C
not attested not anchored not stored refs pending

A Stochastic Online Forecast-and-Optimize Framework for Real-Time Energy Dispatch in Virtual Power Plants under Uncertainty

Cheng Yang, Fangquan Lin, Hanwei Zhang, Jihai Zhang, Li Wang, Wei Jiang, Zhongkai Yi

arxiv:2309.08642 v1 · 2023-09-15 · eess.SY · cs.AI · cs.LG · cs.SY · stat.ME

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3LDI3GNMQRY57QL6XLWQPAFB6C}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-05T06:51:11.176462Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

dac68d99ac8471dfc17ebaed0780a1f089e6396d0881cb453b6089c58b1d243e

Aliases

arxiv: 2309.08642 · arxiv_version: 2309.08642v1 · doi: 10.48550/arxiv.2309.08642 · pith_short_12: 3LDI3GNMQRY5 · pith_short_16: 3LDI3GNMQRY57QL6 · pith_short_8: 3LDI3GNM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3LDI3GNMQRY57QL6XLWQPAFB6C \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: dac68d99ac8471dfc17ebaed0780a1f089e6396d0881cb453b6089c58b1d243e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "55e02f18d73b07ddf5031aff4d858e30f3f24620ce35c5af4e94a4d8c31d9f67",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2023-09-15T00:04:00Z",
    "title_canon_sha256": "72d99d8c0782d33866a79d1dc0815a1e23b17da91a75ffa90dc92d4edfac9282"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.08642",
    "kind": "arxiv",
    "version": 1
  }
}