Pith. sign in
Pith Number

pith:VAXOC7IX

pith:2021:VAXOC7IX7NXGYHL3H4ESKCSYQW
not attested not anchored not stored refs pending

A Comprehensive Review on the NILM Algorithms for Energy Disaggregation

Abbas Kouzani, Adnan Anwar, Akriti Verma, M. A. Parvez Mahmud, Mohiuddin Ahmed

arxiv:2102.12578 v2 · 2021-02-20 · eess.SP · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VAXOC7IX7NXGYHL3H4ESKCSYQW}

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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 2026-07-05T02:32:16.592879Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a82ee17d17fb6e6c1d7b3f09250a588591c3ce289dd1e749f18717034692c7d3

Aliases

arxiv: 2102.12578 · arxiv_version: 2102.12578v2 · doi: 10.48550/arxiv.2102.12578 · pith_short_12: VAXOC7IX7NXG · pith_short_16: VAXOC7IX7NXGYHL3 · pith_short_8: VAXOC7IX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VAXOC7IX7NXGYHL3H4ESKCSYQW \
  | 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: a82ee17d17fb6e6c1d7b3f09250a588591c3ce289dd1e749f18717034692c7d3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4ba46e5d17c6fadd82f6dc7efa467984cefcf7b94bf402bd1fc450f65afed0cf",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2021-02-20T23:53:57Z",
    "title_canon_sha256": "fcad754db0d14464c695db3864d2d791db061a03572b914b8c86d9eabd27996c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.12578",
    "kind": "arxiv",
    "version": 2
  }
}