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Forenzična analiza pristnosti zvočnih posnetkov + ENF datumska verifikacija (Slovenija, marec 2026)
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "# ENF datumska verifikacija zvočnih in video posnetkov\n", | |
| "## Analiza omrežne frekvence za določitev datuma in ure snemanja\n", | |
| "\n", | |
| "**Avtor:** Niko Gamulin, PhD \n", | |
| "**Datum:** Marec 2026 \n", | |
| "**Licenca:** MIT \n", | |
| "\n", | |
| "---\n", | |
| "\n", | |
| "### Namen\n", | |
| "\n", | |
| "Ta beležnica izvede **ENF (Electric Network Frequency) datumsko verifikacijo** — forenzično metodo, \n", | |
| "ki omogoča določitev natančnega datuma in ure snemanja zvočnega ali video posnetka.\n", | |
| "\n", | |
| "### Kako metoda deluje\n", | |
| "\n", | |
| "1. **Omrežna frekvenca v Evropi niha okoli 50 Hz**, a ni nikoli popolnoma stabilna. \n", | |
| " V vsaki sekundi se minimalno spreminja (tipično ±50 milihertzov), odvisno od razmerja \n", | |
| " med proizvodnjo in porabo energije v sinhronskem območju.\n", | |
| "\n", | |
| "2. **Te variacije so edinstvene** — kot prstni odtis časa. Vsaka sekunda vsakega dne ima \n", | |
| " edinstven frekvenčni vzorec.\n", | |
| "\n", | |
| "3. **Mikrofon zajame te variacije** kot neslišno brnenje iz okoliških naprav, žarnic in kablov.\n", | |
| "\n", | |
| "4. **Primerjamo ekstrahiran signal iz posnetka z referenčnimi podatki** — sekundnimi meritvami \n", | |
| " dejanske frekvence omrežja. Če najdemo visoko korelacijo, vemo kdaj je bil posnetek narejen.\n", | |
| "\n", | |
| "### Kdo to uporablja\n", | |
| "\n", | |
| "- **ENFSI** (European Network of Forensic Science Institutes) — smernice iz 2009, posodobljene 2022\n", | |
| "- **Dr. Catalin Grigoras** (National Center for Media Forensics, Univ. Colorado) — razvil metodo 2005\n", | |
| "- Forenzični laboratoriji po vsem svetu kot dokazno sredstvo na sodiščih\n", | |
| "\n", | |
| "### Zahteve\n", | |
| "\n", | |
| "```\n", | |
| "pip install numpy scipy matplotlib\n", | |
| "```\n", | |
| "\n", | |
| "### Referenčni podatki\n", | |
| "\n", | |
| "Za analizo potrebujete **sekundne meritve omrežne frekvence**. Viri:\n", | |
| "\n", | |
| "1. **Zenodo — Pre-Processed Power Grid Frequency (2020–2023)** \n", | |
| " https://zenodo.org/records/5105820\n", | |
| " Podatki TransnetBW, 1 meritev/sekundo, CSV format. \n", | |
| " Format: `YYYY-MM-DD HH:MM:SS,50.XXXXXX`\n", | |
| "\n", | |
| "2. **netztransparenz.de — Sekündliche Frequenz (2024+)** \n", | |
| " https://www.netztransparenz.de/de-de/Regelenergie/Daten-Regelreserve/Sek%C3%BCndliche-Daten \n", | |
| " Mesečni CSV-ji, format: `DD.MM.YYYY;HH:MM:SS;50,XXXX` (podpičje, nemška decimalka) \n", | |
| " Opomba: za prenos najnovejših datotek je potreben brskalnik (ASP.NET obrazec).\n", | |
| "\n", | |
| "3. **ENTSO-E Transparency Platform** \n", | |
| " https://transparency.entsoe.eu/ \n", | |
| " Opomba: ponuja le **urno** resolucijo — NI dovolj za ENF analizo (potrebna sekundna).\n", | |
| "\n", | |
| "**POMEMBNO:** Vsi ti viri pokrivajo **kontinentalno evropsko sinhronsko območje**. \n", | |
| "To je eno električno omrežje od Portugalske do Turčije. Frekvenca je v vsaki sekundi \n", | |
| "enaka povsod — meritev v Nemčiji velja za Slovenijo, Avstrijo, Italijo itd." | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## 0. Pridobitev podatkov\n", | |
| "\n", | |
| "### Zvočni/video posnetki\n", | |
| "\n", | |
| "```bash\n", | |
| "# Facebook reeli (yt-dlp)\n", | |
| "pip install yt-dlp\n", | |
| "yt-dlp -o posnetek.mp4 \"https://www.facebook.com/reel/ID_REELA\"\n", | |
| "\n", | |
| "# Video Švarc Pipan\n", | |
| "wget -O svarc_pipan.mp4 \"https://www.nadlani.si/uploads/2026/03/Domneven-posnetek-Svarc-Pipanove.mp4\"\n", | |
| "\n", | |
| "# Pretvorba v mono WAV\n", | |
| "ffmpeg -i posnetek.mp4 -ac 1 -ar 44100 -vn posnetek_mono.wav\n", | |
| "ffmpeg -i svarc_pipan.mp4 -ac 1 -ar 48000 -vn svarc_pipan_mono.wav\n", | |
| "```\n", | |
| "\n", | |
| "### Referenčni podatki omrežne frekvence\n", | |
| "\n", | |
| "#### Za leto 2023 (Zenodo):\n", | |
| "```bash\n", | |
| "# Prenesite iz: https://zenodo.org/records/15784548\n", | |
| "# Datoteka: Data_cleansed.zip (~963 MB)\n", | |
| "# Razpakirajte in uporabite: 2023_cleansed/TransnetBW/2023.csv\n", | |
| "```\n", | |
| "\n", | |
| "#### Za leto 2026 (netztransparenz.de):\n", | |
| "```bash\n", | |
| "# Obiščite: https://www.netztransparenz.de/EnWG/Netzfrequenz\n", | |
| "# Prenesite mesečne CSV datoteke za želeno obdobje\n", | |
| "# Format: DD.MM.YYYY;HH:MM:SS;50,XXXX (podpičje, nemška decimalka)\n", | |
| "```" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": { | |
| "execution": { | |
| "iopub.execute_input": "2026-03-12T06:23:18.965730Z", | |
| "iopub.status.busy": "2026-03-12T06:23:18.965350Z", | |
| "iopub.status.idle": "2026-03-12T06:23:19.370170Z", | |
| "shell.execute_reply": "2026-03-12T06:23:19.369801Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Posnetek: /tmp/prisluhi/svarc_pipan_mono.wav\n", | |
| "Referenca: /tmp/prisluhi/enf/feb2026_data/Frequenz_20260101_20260310.csv\n", | |
| "Format: netztransparenz\n", | |
| "Časovno okno: 18:00–22:00 CET\n" | |
| ] | |
| }, | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "/home/niko/.local/lib/python3.10/site-packages/matplotlib/projections/__init__.py:63: UserWarning: Unable to import Axes3D. This may be due to multiple versions of Matplotlib being installed (e.g. as a system package and as a pip package). As a result, the 3D projection is not available.\n", | |
| " warnings.warn(\"Unable to import Axes3D. This may be due to multiple versions of \"\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "import numpy as np\n", | |
| "from scipy.io import wavfile\n", | |
| "from scipy import signal\n", | |
| "from scipy.ndimage import median_filter\n", | |
| "import matplotlib.pyplot as plt\n", | |
| "import csv\n", | |
| "import os\n", | |
| "\n", | |
| "# ============================================================\n", | |
| "# NASTAVITVE — prilagodite poti do vaših datotek\n", | |
| "# ============================================================\n", | |
| "\n", | |
| "# Pot do WAV datoteke posnetka\n", | |
| "WAV_DATOTEKA = \"svarc_pipan_mono.wav\" # <-- zamenjajte\n", | |
| "# V tej izvedbi: video Švarc Pipan z nadlani.si (6:10)\n", | |
| "\n", | |
| "# Pot do CSV datoteke z referenčnimi podatki omrežne frekvence\n", | |
| "# Za Zenodo (2023): format je \"YYYY-MM-DD HH:MM:SS,50.XXXXXX\"\n", | |
| "# Za netztransparenz (2026): format je \"DD.MM.YYYY;HH:MM:SS;50,XXXX\"\n", | |
| "REFERENCA_CSV = \"Frequenz_20260101_20260310.csv\" # <-- zamenjajte\n", | |
| "# V tej izvedbi: netztransparenz.de, jan-mar 2026\n", | |
| "\n", | |
| "# Izberite format referenčne datoteke\n", | |
| "# \"zenodo\" = vejica-ločen, pika-decimalka (2020-2023)\n", | |
| "# \"netztransparenz\" = podpičje-ločen, vejica-decimalka (2024+)\n", | |
| "FORMAT_REFERENCE = \"netztransparenz\" # <-- \"zenodo\" ali \"netztransparenz\"\n", | |
| "\n", | |
| "# Časovno okno za filtriranje (neobvezno)\n", | |
| "# Nastavite na None za iskanje po celotnem dnevu\n", | |
| "# ali na (ura_od, ura_do) za omejitev — npr. večerja: (18, 22)\n", | |
| "CASOVNO_OKNO = (18, 22) # večerja na Dunaju (18:00-22:00 CET)\n", | |
| "\n", | |
| "print(f\"Posnetek: {WAV_DATOTEKA}\")\n", | |
| "print(f\"Referenca: {REFERENCA_CSV}\")\n", | |
| "print(f\"Format: {FORMAT_REFERENCE}\")\n", | |
| "if CASOVNO_OKNO:\n", | |
| " print(f\"Časovno okno: {CASOVNO_OKNO[0]:02d}:00–{CASOVNO_OKNO[1]:02d}:00 CET\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "metadata": { | |
| "execution": { | |
| "iopub.execute_input": "2026-03-12T06:23:19.384705Z", | |
| "iopub.status.busy": "2026-03-12T06:23:19.384547Z", | |
| "iopub.status.idle": "2026-03-12T06:23:19.412038Z", | |
| "shell.execute_reply": "2026-03-12T06:23:19.411567Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Vzorčna frekvenca: 48000 Hz\n", | |
| "Trajanje: 370.5 s (6.2 min)\n", | |
| "Vzorci: 17,783,808\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "# === NALAGANJE AVDIA ===\n", | |
| "\n", | |
| "sr, avdio = wavfile.read(WAV_DATOTEKA)\n", | |
| "avdio = avdio.astype(np.float64)\n", | |
| "trajanje = len(avdio) / sr\n", | |
| "\n", | |
| "print(f\"Vzorčna frekvenca: {sr} Hz\")\n", | |
| "print(f\"Trajanje: {trajanje:.1f} s ({trajanje/60:.1f} min)\")\n", | |
| "print(f\"Vzorci: {len(avdio):,}\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## 1. Ekstrakcija ENF signala iz posnetka\n", | |
| "\n", | |
| "### Metoda\n", | |
| "\n", | |
| "Uporabimo **kratkočasovno Fourierjevo transformacijo (STFT)** s parametri:\n", | |
| "- **Okno:** 4 sekunde, Blackman-Harris (minimalna spektralna uhajanja)\n", | |
| "- **Ničelna oblazinjava (zero-padding):** 16-kratna (za visoko frekvenčno resolucijo)\n", | |
| "- **Resolucija izhoda:** 1 sekunda\n", | |
| "\n", | |
| "Ekstrahiramo signal pri **5 harmonikih** (50, 100, 150, 200, 250 Hz) in jih uteženo \n", | |
| "združimo glede na razmerje signal/šum (SNR). Harmoniki z višjim SNR prispevajo več.\n", | |
| "\n", | |
| "### Zakaj harmoniki?\n", | |
| "\n", | |
| "Harmoniki so celoštevilčni večkratniki osnovne frekvence 50 Hz: \n", | |
| "100 Hz (2×), 150 Hz (3×), 200 Hz (4×), 250 Hz (5×). \n", | |
| "Nastanejo zaradi nelinearnosti v električnih napravah (usmerniki, stikalni napajalniki) \n", | |
| "in so pogosto **močnejši** od osnovne frekvence — zlasti v komprimiranih posnetkih, \n", | |
| "kjer telefonski kodek oslabi 50 Hz signal." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "metadata": { | |
| "execution": { | |
| "iopub.execute_input": "2026-03-12T06:23:19.413554Z", | |
| "iopub.status.busy": "2026-03-12T06:23:19.413468Z", | |
| "iopub.status.idle": "2026-03-12T06:24:20.993574Z", | |
| "shell.execute_reply": "2026-03-12T06:24:20.992910Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Harmonik SNR Std (mHz) Vzorci \n", | |
| "============================================\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| " 50 Hz 2.23 1927.2 372\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| " 100 Hz 2.39 689.0 372\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| " 150 Hz 2.01 618.8 372\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| " 200 Hz 1.92 498.7 372\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| " 250 Hz 1.95 373.8 372\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "# === EKSTRAKCIJA ENF S STFT + PARABOLIČNA INTERPOLACIJA ===\n", | |
| "\n", | |
| "def ekstrahiraj_enf(avdio, sr, ciljna_frekvenca, dolzina_okna=4.0):\n", | |
| " \"\"\"\n", | |
| " Ekstrahira ENF signal pri dani frekvenci s STFT metodo.\n", | |
| " \n", | |
| " Parametri:\n", | |
| " avdio: mono zvočni signal (numpy array)\n", | |
| " sr: vzorčna frekvenca (Hz)\n", | |
| " ciljna_frekvenca: frekvenca za ekstrakcijo (50, 100, 150, 200, 250 Hz)\n", | |
| " dolzina_okna: dolžina STFT okna v sekundah\n", | |
| " \n", | |
| " Vrne:\n", | |
| " t: časovni vektor (sekunde)\n", | |
| " enf_deviacija: odmik od nominalne frekvence (Hz)\n", | |
| " snr: razmerje signal/šum za vsak časovni korak\n", | |
| " \"\"\"\n", | |
| " nperseg = int(dolzina_okna * sr)\n", | |
| " korak = int(sr) # 1-sekundni izhod\n", | |
| " nfft = nperseg * 16 # 16-kratna ničelna oblazinjava\n", | |
| " \n", | |
| " # STFT z Blackman-Harris oknom\n", | |
| " f, t, Zxx = signal.stft(\n", | |
| " avdio, fs=sr,\n", | |
| " nperseg=nperseg,\n", | |
| " noverlap=nperseg - korak,\n", | |
| " nfft=nfft,\n", | |
| " window='blackmanharris'\n", | |
| " )\n", | |
| " \n", | |
| " # Izoliramo frekvenčni pas ±3 Hz okoli ciljne frekvence\n", | |
| " maska = (f >= ciljna_frekvenca - 3) & (f <= ciljna_frekvenca + 3)\n", | |
| " f_pas = f[maska]\n", | |
| " Z_pas = np.abs(Zxx[maska, :])\n", | |
| " \n", | |
| " enf = np.zeros(len(t))\n", | |
| " snr = np.zeros(len(t))\n", | |
| " \n", | |
| " for i in range(len(t)):\n", | |
| " stolpec = Z_pas[:, i]\n", | |
| " vrh_idx = np.argmax(stolpec)\n", | |
| " \n", | |
| " # Parabolična interpolacija za sub-binsko natančnost\n", | |
| " if 0 < vrh_idx < len(stolpec) - 1:\n", | |
| " a = np.log(stolpec[vrh_idx - 1] + 1e-20)\n", | |
| " b = np.log(stolpec[vrh_idx] + 1e-20)\n", | |
| " c = np.log(stolpec[vrh_idx + 1] + 1e-20)\n", | |
| " imenovalec = a - 2 * b + c\n", | |
| " if abs(imenovalec) > 1e-10:\n", | |
| " delta = 0.5 * (a - c) / imenovalec\n", | |
| " else:\n", | |
| " delta = 0\n", | |
| " enf[i] = f_pas[vrh_idx] + delta * (f_pas[1] - f_pas[0])\n", | |
| " else:\n", | |
| " enf[i] = f_pas[vrh_idx]\n", | |
| " \n", | |
| " # SNR: vrh / mediana okolice\n", | |
| " sum_nivo = np.median(stolpec)\n", | |
| " snr[i] = stolpec[vrh_idx] / (sum_nivo + 1e-20)\n", | |
| " \n", | |
| " # Izračunamo odmik od nominalne frekvence\n", | |
| " delitelj = ciljna_frekvenca // 50 # harmonik: 50→1, 100→2, 200→4 ...\n", | |
| " enf_deviacija = (enf / delitelj) - 50.0\n", | |
| " \n", | |
| " return t, enf_deviacija, snr\n", | |
| "\n", | |
| "# Ekstrahiramo vseh 5 harmonikov\n", | |
| "harmoniki = {50: 1, 100: 2, 150: 3, 200: 4, 250: 5}\n", | |
| "enf_podatki = {}\n", | |
| "\n", | |
| "print(f\"{'Harmonik':<12} {'SNR':<10} {'Std (mHz)':<12} {'Vzorci':<10}\")\n", | |
| "print(\"=\" * 44)\n", | |
| "\n", | |
| "for freq, delitelj in harmoniki.items():\n", | |
| " t_h, dev_h, snr_h = ekstrahiraj_enf(avdio, sr, float(freq), dolzina_okna=4.0)\n", | |
| " povprecni_snr = np.nanmean(snr_h)\n", | |
| " std_mhz = np.std(dev_h) * 1000\n", | |
| " enf_podatki[freq] = {'t': t_h, 'dev': dev_h, 'snr': povprecni_snr, 'std': std_mhz}\n", | |
| " print(f\" {freq:>3d} Hz {povprecni_snr:<10.2f} {std_mhz:<12.1f} {len(dev_h)}\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "metadata": { | |
| "execution": { | |
| "iopub.execute_input": "2026-03-12T06:24:20.995260Z", | |
| "iopub.status.busy": "2026-03-12T06:24:20.995142Z", | |
| "iopub.status.idle": "2026-03-12T06:24:21.072785Z", | |
| "shell.execute_reply": "2026-03-12T06:24:21.072409Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Združujem 5 harmonikov: [50, 100, 150, 200, 250]\n", | |
| "Združen ENF: 370 sekundnih vzorcev\n", | |
| "Standardni odklon: 354.4 mHz\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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| |
| "text/plain": [ | |
| "<Figure size 1400x400 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "# === UTEŽENA FUZIJA HARMONIKOV ===\n", | |
| "\n", | |
| "# Uporabimo samo harmonike s SNR > 1.5\n", | |
| "veljavni = {f: d for f, d in enf_podatki.items()\n", | |
| " if d['snr'] > 1.5 and not np.isnan(d['snr'])}\n", | |
| "\n", | |
| "if len(veljavni) == 0:\n", | |
| " # Če nobeden ne presega praga, uporabimo najboljša dva\n", | |
| " razvrsceni = sorted(enf_podatki.keys(),\n", | |
| " key=lambda f: enf_podatki[f]['snr']\n", | |
| " if not np.isnan(enf_podatki[f]['snr']) else 0,\n", | |
| " reverse=True)\n", | |
| " veljavni = {razvrsceni[0]: enf_podatki[razvrsceni[0]],\n", | |
| " razvrsceni[1]: enf_podatki[razvrsceni[1]]}\n", | |
| " print(f\"⚠ Noben harmonik nad SNR 1,5 — uporabim najboljša dva: {list(veljavni.keys())}\")\n", | |
| "\n", | |
| "print(f\"Združujem {len(veljavni)} harmonikov: {list(veljavni.keys())}\")\n", | |
| "\n", | |
| "# Utežena vsota po SNR\n", | |
| "min_dolzina = min(len(d['dev']) for d in veljavni.values())\n", | |
| "skupna_utez = sum(d['snr'] for d in veljavni.values())\n", | |
| "zdruzeni_enf = np.zeros(min_dolzina)\n", | |
| "\n", | |
| "for d in veljavni.values():\n", | |
| " zdruzeni_enf += (d['snr'] / skupna_utez) * d['dev'][:min_dolzina]\n", | |
| "\n", | |
| "# Mediansko filtriranje (odstrani izolirane šumne vzorce)\n", | |
| "zdruzeni_enf = median_filter(zdruzeni_enf, size=3)\n", | |
| "\n", | |
| "# Resampling na 1-sekundno resolucijo\n", | |
| "trajanje_s = int(trajanje)\n", | |
| "t_ref = enf_podatki[list(veljavni.keys())[0]]['t'][:min_dolzina]\n", | |
| "enf_posnetek = np.interp(np.arange(trajanje_s), t_ref, zdruzeni_enf)\n", | |
| "\n", | |
| "print(f\"Združen ENF: {len(enf_posnetek)} sekundnih vzorcev\")\n", | |
| "print(f\"Standardni odklon: {np.std(enf_posnetek)*1000:.1f} mHz\")\n", | |
| "\n", | |
| "# Vizualizacija ekstrahiranega ENF\n", | |
| "plt.figure(figsize=(14, 4))\n", | |
| "plt.plot(enf_posnetek * 1000, color='#2c3e50', linewidth=0.8)\n", | |
| "plt.xlabel('Čas (s)')\n", | |
| "plt.ylabel('ENF odmik od 50 Hz (mHz)')\n", | |
| "plt.title('Ekstrahiran ENF signal iz posnetka')\n", | |
| "plt.axhline(y=0, color='#e74c3c', linestyle='--', alpha=0.3)\n", | |
| "plt.tight_layout()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## 2. Nalaganje referenčnih podatkov\n", | |
| "\n", | |
| "Naložimo sekundne meritve omrežne frekvence. Podprti sta dve obliki:\n", | |
| "\n", | |
| "1. **Zenodo (2020–2023):** `YYYY-MM-DD HH:MM:SS,50.XXXXXX` (vejica-ločen)\n", | |
| "2. **netztransparenz.de (2024+):** `DD.MM.YYYY;HH:MM:SS;50,XXXX` (podpičje-ločen, nemška decimalka)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "metadata": { | |
| "execution": { | |
| "iopub.execute_input": "2026-03-12T06:24:21.074659Z", | |
| "iopub.status.busy": "2026-03-12T06:24:21.074522Z", | |
| "iopub.status.idle": "2026-03-12T06:24:23.356390Z", | |
| "shell.execute_reply": "2026-03-12T06:24:23.355945Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Nalagam referenčne podatke iz: /tmp/prisluhi/enf/feb2026_data/Frequenz_20260101_20260310.csv\n", | |
| "Format: netztransparenz\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "\n", | |
| "Naloženih 69 dni\n", | |
| " 01.01.2026: 86400 vzorcev (24.0 ur)\n", | |
| " 01.02.2026: 86400 vzorcev (24.0 ur)\n", | |
| " 01.03.2026: 86400 vzorcev (24.0 ur)\n", | |
| " 02.01.2026: 86400 vzorcev (24.0 ur)\n", | |
| " 02.02.2026: 86400 vzorcev (24.0 ur)\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "# === NALAGANJE REFERENČNIH PODATKOV ===\n", | |
| "\n", | |
| "print(f\"Nalagam referenčne podatke iz: {REFERENCA_CSV}\")\n", | |
| "print(f\"Format: {FORMAT_REFERENCE}\")\n", | |
| "\n", | |
| "vsi_dnevi = {} # ključ: datum (string), vrednost: numpy array odmikov od 50 Hz\n", | |
| "\n", | |
| "with open(REFERENCA_CSV, 'r') as f:\n", | |
| " if FORMAT_REFERENCE == \"netztransparenz\":\n", | |
| " # Format: DD.MM.YYYY;HH:MM:SS;50,XXXX\n", | |
| " bralnik = csv.reader(f, delimiter=';')\n", | |
| " next(bralnik) # preskoči glavo\n", | |
| " for vrstica in bralnik:\n", | |
| " if len(vrstica) < 3:\n", | |
| " continue\n", | |
| " datum = vrstica[0] # DD.MM.YYYY\n", | |
| " frekvenca = float(vrstica[2].replace(',', '.')) - 50.0\n", | |
| " if datum not in vsi_dnevi:\n", | |
| " vsi_dnevi[datum] = []\n", | |
| " vsi_dnevi[datum].append(frekvenca)\n", | |
| " \n", | |
| " elif FORMAT_REFERENCE == \"zenodo\":\n", | |
| " # Format: YYYY-MM-DD HH:MM:SS,50.XXXXXX\n", | |
| " bralnik = csv.reader(f, delimiter=',')\n", | |
| " for vrstica in bralnik:\n", | |
| " if len(vrstica) < 2:\n", | |
| " continue\n", | |
| " try:\n", | |
| " cas_del = vrstica[0].strip()\n", | |
| " datum = cas_del[:10] # YYYY-MM-DD\n", | |
| " frekvenca = float(vrstica[1]) - 50.0\n", | |
| " if datum not in vsi_dnevi:\n", | |
| " vsi_dnevi[datum] = []\n", | |
| " vsi_dnevi[datum].append(frekvenca)\n", | |
| " except (ValueError, IndexError):\n", | |
| " continue\n", | |
| "\n", | |
| "# Pretvorimo v numpy arraye\n", | |
| "for datum in vsi_dnevi:\n", | |
| " vsi_dnevi[datum] = np.array(vsi_dnevi[datum])\n", | |
| "\n", | |
| "print(f\"\\nNaloženih {len(vsi_dnevi)} dni\")\n", | |
| "\n", | |
| "# Prikažemo prvih 5 dni\n", | |
| "for i, (datum, podatki) in enumerate(sorted(vsi_dnevi.items())[:5]):\n", | |
| " print(f\" {datum}: {len(podatki)} vzorcev ({len(podatki)/3600:.1f} ur)\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## 3. Navzkrižna korelacija\n", | |
| "\n", | |
| "### Metoda\n", | |
| "\n", | |
| "Za vsak dan v referenčnih podatkih izvedemo **drsečo navzkrižno korelacijo**: \n", | |
| "primerjamo ekstrahiran ENF signal iz posnetka z referenčno frekvenco na vsaki možni \n", | |
| "sekundni poziciji v dnevu.\n", | |
| "\n", | |
| "- **86.400 pozicij na dan** (toliko sekund ima en dan)\n", | |
| "- **Pearsonov korelacijski koeficient (r)** za vsako pozicijo\n", | |
| "- Pozicija z najvišjim r pove najboljši čas ujemanja\n", | |
| "\n", | |
| "### Neobvezno: časovno filtriranje\n", | |
| "\n", | |
| "Če vemo kontekst posnetka (npr. večerja → 18:00–22:00), lahko omejimo iskanje \n", | |
| "na relevantno časovno okno. To zmanjša število lažnih ujemanj." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 6, | |
| "metadata": { | |
| "execution": { | |
| "iopub.execute_input": "2026-03-12T06:24:23.357872Z", | |
| "iopub.status.busy": "2026-03-12T06:24:23.357757Z", | |
| "iopub.status.idle": "2026-03-12T06:24:33.452020Z", | |
| "shell.execute_reply": "2026-03-12T06:24:33.451804Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Dolžina posnetka: 370 sekund\n", | |
| "Število kandidatnih dni: 69\n", | |
| "Časovno okno: 18:00–22:00 CET\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "\n", | |
| "Izvedenih 993,600 korelacijskih testov.\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "# === NAVZKRIŽNA KORELACIJA ===\n", | |
| "\n", | |
| "# Normaliziramo ENF signal iz posnetka\n", | |
| "enf_norm = (enf_posnetek - np.mean(enf_posnetek)) / (np.std(enf_posnetek) + 1e-20)\n", | |
| "dolzina = len(enf_norm)\n", | |
| "\n", | |
| "print(f\"Dolžina posnetka: {dolzina} sekund\")\n", | |
| "print(f\"Število kandidatnih dni: {len(vsi_dnevi)}\")\n", | |
| "\n", | |
| "if CASOVNO_OKNO:\n", | |
| " print(f\"Časovno okno: {CASOVNO_OKNO[0]:02d}:00–{CASOVNO_OKNO[1]:02d}:00 CET\")\n", | |
| "\n", | |
| "stevec_testov = 0\n", | |
| "rezultati = []\n", | |
| "\n", | |
| "for datum_str, referenca in sorted(vsi_dnevi.items()):\n", | |
| " # Mediansko filtriranje reference\n", | |
| " ref_filtrirana = median_filter(referenca, size=3)\n", | |
| " \n", | |
| " # Določimo obseg iskanja\n", | |
| " if CASOVNO_OKNO:\n", | |
| " zacetna_poz = CASOVNO_OKNO[0] * 3600\n", | |
| " koncna_poz = min(CASOVNO_OKNO[1] * 3600, len(ref_filtrirana) - dolzina)\n", | |
| " else:\n", | |
| " zacetna_poz = 0\n", | |
| " koncna_poz = len(ref_filtrirana) - dolzina\n", | |
| " \n", | |
| " if koncna_poz <= zacetna_poz:\n", | |
| " continue\n", | |
| " \n", | |
| " # Drseča korelacija\n", | |
| " najboljsi_r = -1.0\n", | |
| " najboljsa_poz = 0\n", | |
| " \n", | |
| " for poz in range(zacetna_poz, koncna_poz):\n", | |
| " odsek = ref_filtrirana[poz:poz + dolzina]\n", | |
| " odsek_norm = (odsek - np.mean(odsek)) / (np.std(odsek) + 1e-20)\n", | |
| " r = np.dot(enf_norm, odsek_norm) / dolzina\n", | |
| " stevec_testov += 1\n", | |
| " \n", | |
| " if r > najboljsi_r:\n", | |
| " najboljsi_r = r\n", | |
| " najboljsa_poz = poz\n", | |
| " \n", | |
| " # Pretvorimo pozicijo v čas\n", | |
| " ura = najboljsa_poz // 3600\n", | |
| " minuta = (najboljsa_poz % 3600) // 60\n", | |
| " sekunda = najboljsa_poz % 60\n", | |
| " \n", | |
| " rezultati.append({\n", | |
| " 'datum': datum_str,\n", | |
| " 'r': najboljsi_r,\n", | |
| " 'pozicija': najboljsa_poz,\n", | |
| " 'cas': f\"{ura:02d}:{minuta:02d}:{sekunda:02d}\"\n", | |
| " })\n", | |
| "\n", | |
| "print(f\"\\nIzvedenih {stevec_testov:,} korelacijskih testov.\")\n", | |
| "\n", | |
| "# Razvrščamo po korelaciji\n", | |
| "rezultati.sort(key=lambda x: x['r'], reverse=True)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 7, | |
| "metadata": { | |
| "execution": { | |
| "iopub.execute_input": "2026-03-12T06:24:33.453357Z", | |
| "iopub.status.busy": "2026-03-12T06:24:33.453280Z", | |
| "iopub.status.idle": "2026-03-12T06:24:33.456220Z", | |
| "shell.execute_reply": "2026-03-12T06:24:33.456027Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "\n", | |
| "Rang Datum r Čas (CET) \n", | |
| "==========================================\n", | |
| " 1 12.01.2026 0.3421 18:23:10 \n", | |
| " 2 15.01.2026 0.3386 20:17:50 \n", | |
| " 3 02.01.2026 0.3310 21:19:06 \n", | |
| " 4 14.02.2026 0.3268 19:23:19 \n", | |
| " 5 08.02.2026 0.3241 19:06:15 \n", | |
| " 6 25.02.2026 0.3186 21:50:44 \n", | |
| " 7 09.03.2026 0.3147 19:52:18 \n", | |
| " 8 13.02.2026 0.3145 19:42:26 \n", | |
| " 9 05.02.2026 0.3105 18:51:29 ← ZATRJEVAN\n", | |
| " 10 01.01.2026 0.3097 21:32:09 \n", | |
| " 11 08.03.2026 0.3074 21:33:28 \n", | |
| " 12 16.02.2026 0.3073 18:50:14 \n", | |
| " 13 19.01.2026 0.3070 19:46:29 \n", | |
| " 14 07.01.2026 0.3068 21:30:36 \n", | |
| " 15 18.01.2026 0.3059 20:36:38 \n", | |
| " 16 24.01.2026 0.3050 19:14:40 \n", | |
| " 17 17.01.2026 0.3045 21:51:26 \n", | |
| " 18 03.03.2026 0.3040 19:35:20 \n", | |
| " 19 04.03.2026 0.3037 18:59:24 \n", | |
| " 20 05.01.2026 0.3036 20:52:22 \n", | |
| "\n", | |
| "--- Statistična analiza ---\n", | |
| "Povprečje r: 0.2909\n", | |
| "Standardni odklon: 0.0195\n", | |
| "Najboljše ujemanje: 12.01.2026 ob 18:23:10 CET (r = 0.3421)\n", | |
| "Z-score najboljšega: 2.63\n", | |
| "\n", | |
| "~ Z-score med 2,0 in 3,0 → NEODLOČENO. Signal je prešibek za zanesljiv zaključek.\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "# === PRIKAZ REZULTATOV ===\n", | |
| "\n", | |
| "print(f\"\\n{'Rang':<6} {'Datum':<14} {'r':<10} {'Čas (CET)':<12}\")\n", | |
| "print(\"=\" * 42)\n", | |
| "\n", | |
| "for i, rez in enumerate(rezultati[:20]):\n", | |
| " oznaka = \"\"\n", | |
| " # Označimo zatrjevane datume (prilagodite po potrebi)\n", | |
| " if \"05.02\" in rez['datum'] or \"02-05\" in rez['datum']:\n", | |
| " oznaka = \" ← ZATRJEVAN\"\n", | |
| " if \"05.03\" in rez['datum'] or \"03-05\" in rez['datum']:\n", | |
| " oznaka = \" ← ZATRJEVAN\"\n", | |
| " print(f\" {i+1:<4d} {rez['datum']:<14} {rez['r']:<10.4f} {rez['cas']:<12}{oznaka}\")\n", | |
| "\n", | |
| "# Statistika\n", | |
| "vse_r = [r['r'] for r in rezultati]\n", | |
| "povprecje_r = np.mean(vse_r)\n", | |
| "std_r = np.std(vse_r)\n", | |
| "najboljsi = rezultati[0]\n", | |
| "z_score = (najboljsi['r'] - povprecje_r) / std_r\n", | |
| "\n", | |
| "print(f\"\\n--- Statistična analiza ---\")\n", | |
| "print(f\"Povprečje r: {povprecje_r:.4f}\")\n", | |
| "print(f\"Standardni odklon: {std_r:.4f}\")\n", | |
| "print(f\"Najboljše ujemanje: {najboljsi['datum']} ob {najboljsi['cas']} CET (r = {najboljsi['r']:.4f})\")\n", | |
| "print(f\"Z-score najboljšega: {z_score:.2f}\")\n", | |
| "\n", | |
| "if z_score >= 3.0:\n", | |
| " print(f\"\\n✓ Z-score ≥ 3,0 → STATISTIČNO ZNAČILNO. Datum je verjetno {najboljsi['datum']}.\")\n", | |
| "elif z_score >= 2.0:\n", | |
| " print(f\"\\n~ Z-score med 2,0 in 3,0 → NEODLOČENO. Signal je prešibek za zanesljiv zaključek.\")\n", | |
| "else:\n", | |
| " print(f\"\\n⚠ Z-score < 2,0 → NI ZNAČILNO. Korelacija ne presega nivoja šuma.\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "metadata": { | |
| "execution": { | |
| "iopub.execute_input": "2026-03-12T06:24:33.457379Z", | |
| "iopub.status.busy": "2026-03-12T06:24:33.457307Z", | |
| "iopub.status.idle": "2026-03-12T06:24:33.571649Z", | |
| "shell.execute_reply": "2026-03-12T06:24:33.571234Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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| |
| "text/plain": [ | |
| "<Figure size 1600x600 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "# === VIZUALIZACIJA KORELACIJ PO DNEVIH ===\n", | |
| "\n", | |
| "fig, ax = plt.subplots(figsize=(16, 6))\n", | |
| "\n", | |
| "datumi = [r['datum'] for r in rezultati]\n", | |
| "korelacije = [r['r'] for r in rezultati]\n", | |
| "\n", | |
| "# Barvno kodiranje: zatrjevani datumi rdeče, ostali modro\n", | |
| "barve = []\n", | |
| "for d in datumi:\n", | |
| " if \"05.02\" in d or \"02-05\" in d or \"05.03\" in d or \"03-05\" in d:\n", | |
| " barve.append('#e74c3c') # rdeča za zatrjevane\n", | |
| " else:\n", | |
| " barve.append('#3498db') # modra za ostale\n", | |
| "\n", | |
| "ax.bar(range(len(korelacije)), korelacije, color=barve, alpha=0.8)\n", | |
| "ax.axhline(y=povprecje_r, color='#e74c3c', linestyle='--', alpha=0.5,\n", | |
| " label=f'Povprečje: {povprecje_r:.4f}')\n", | |
| "ax.axhline(y=povprecje_r + 3*std_r, color='#2ecc71', linestyle='--', alpha=0.5,\n", | |
| " label=f'3σ prag: {povprecje_r + 3*std_r:.4f}')\n", | |
| "\n", | |
| "# Oznake za zatrjevane datume\n", | |
| "for i, d in enumerate(datumi):\n", | |
| " if \"05.02\" in d or \"02-05\" in d or \"05.03\" in d or \"03-05\" in d:\n", | |
| " ax.annotate(d, (i, korelacije[i]), textcoords=\"offset points\",\n", | |
| " xytext=(0, 10), ha='center', fontsize=8, color='#e74c3c')\n", | |
| "\n", | |
| "ax.set_xlabel('Rang (razvrščeno po korelaciji)')\n", | |
| "ax.set_ylabel('Pearsonov r')\n", | |
| "ax.set_title('Korelacija ENF signala z referenčnimi podatki po dnevih')\n", | |
| "ax.legend()\n", | |
| "plt.tight_layout()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## 4. Detekcija montaže / rezov\n", | |
| "\n", | |
| "### Neodvisno od datumske verifikacije\n", | |
| "\n", | |
| "Preverjamo, ali ENF signal kaže znake prekinitev, ki bi kazale na lepljenje \n", | |
| "več posnetkov v enega. Trije kazalniki:\n", | |
| "\n", | |
| "1. **ENF zveznost** — nenadni skoki v ENF signalu (nad 3σ)\n", | |
| "2. **Energijska zveznost** — nenadni skoki v glasnosti\n", | |
| "3. **Fazna zveznost** — diskontinuiteta faze na mestih sumljivih skokov\n", | |
| "\n", | |
| "### Ključna razlika: tranzientni vs. trajni skoki\n", | |
| "\n", | |
| "- **Tranzientni skok** (signal se vrne na prejšnjo raven): šumni artefakt (glasen zvok v prostoru, premik)\n", | |
| "- **Trajni skok** (signal skoči na novo raven in tam ostane): možna montaža — po rezu \n", | |
| " se ENF vrne iz drugega časovnega odseka" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "metadata": { | |
| "execution": { | |
| "iopub.execute_input": "2026-03-12T06:24:33.573020Z", | |
| "iopub.status.busy": "2026-03-12T06:24:33.572943Z", | |
| "iopub.status.idle": "2026-03-12T06:24:40.392339Z", | |
| "shell.execute_reply": "2026-03-12T06:24:40.392014Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "============================================================\n", | |
| "DETEKCIJA MONTAŽE / REZOV\n", | |
| "============================================================\n", | |
| "\n", | |
| "1. ENF zveznost (nenadni skoki):\n", | |
| " Prag (3σ): 907.21 mHz\n", | |
| " Šum ENF (σ): 302.40 mHz\n", | |
| " Zaznanih skokov: 5\n", | |
| " t = 2.0 s: Δ = +942.17 mHz → TRAJNI (sumljiv!)\n", | |
| " t = 20.0 s: Δ = -1108.12 mHz → TRAJNI (sumljiv!)\n", | |
| " t = 50.0 s: Δ = -938.19 mHz → TRAJNI (sumljiv!)\n", | |
| " t = 136.0 s: Δ = -996.47 mHz → TRAJNI (sumljiv!)\n", | |
| " t = 200.0 s: Δ = +1675.70 mHz → TRAJNI (sumljiv!)\n", | |
| "\n", | |
| "2. Energijska zveznost:\n", | |
| " Prag (3σ): 5928.2\n", | |
| " Zaznanih energijskih prehodov: 26\n", | |
| " t = 9 s: ΔE = 6895.9 (razmerje: 0.13x)\n", | |
| " t = 39 s: ΔE = 8338.0 (razmerje: 30.41x)\n", | |
| " t = 46 s: ΔE = 7676.6 (razmerje: 18.83x)\n", | |
| " t = 50 s: ΔE = 6412.0 (razmerje: 2.98x)\n", | |
| " t = 62 s: ΔE = 8171.2 (razmerje: 7.86x)\n", | |
| "\n", | |
| "3. Fazna zveznost na mestih ENF skokov:\n" | |
| ] | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| " t = 2.0 s: fazna diskontinuiteta = 0.0632 rad → ⚠ Sumljivo\n", | |
| " t = 20.0 s: fazna diskontinuiteta = 0.0293 rad → ✓ OK\n", | |
| " t = 50.0 s: fazna diskontinuiteta = 0.0143 rad → ✓ OK\n", | |
| " t = 136.0 s: fazna diskontinuiteta = 0.0539 rad → ⚠ Sumljivo\n", | |
| " t = 200.0 s: fazna diskontinuiteta = 0.0403 rad → ✓ OK\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "# === DETEKCIJA MONTAŽE ===\n", | |
| "\n", | |
| "print(\"=\" * 60)\n", | |
| "print(\"DETEKCIJA MONTAŽE / REZOV\")\n", | |
| "print(\"=\" * 60)\n", | |
| "\n", | |
| "# --- 1. ENF zveznost ---\n", | |
| "print(\"\\n1. ENF zveznost (nenadni skoki):\")\n", | |
| "enf_razlike = np.diff(zdruzeni_enf)\n", | |
| "prag_skoka = 3 * np.std(enf_razlike) # 3-sigma\n", | |
| "skoki_enf = np.where(np.abs(enf_razlike) > prag_skoka)[0]\n", | |
| "\n", | |
| "print(f\" Prag (3σ): {prag_skoka*1000:.2f} mHz\")\n", | |
| "print(f\" Šum ENF (σ): {np.std(enf_razlike)*1000:.2f} mHz\")\n", | |
| "print(f\" Zaznanih skokov: {len(skoki_enf)}\")\n", | |
| "\n", | |
| "for s in skoki_enf[:10]:\n", | |
| " cas_s = t_ref[s] if s < len(t_ref) else s\n", | |
| " velikost = enf_razlike[s] * 1000\n", | |
| " # Preverimo ali je tranzientni ali trajni\n", | |
| " if s + 2 < len(zdruzeni_enf):\n", | |
| " vrnitev = abs(zdruzeni_enf[s+2] - zdruzeni_enf[s]) * 1000\n", | |
| " tip = \"TRANZIENTNI (šum)\" if vrnitev < prag_skoka * 1000 else \"TRAJNI (sumljiv!)\"\n", | |
| " else:\n", | |
| " tip = \"na koncu posnetka\"\n", | |
| " print(f\" t = {cas_s:.1f} s: Δ = {velikost:+.2f} mHz → {tip}\")\n", | |
| "\n", | |
| "# --- 2. Energijska zveznost ---\n", | |
| "print(\"\\n2. Energijska zveznost:\")\n", | |
| "vel_okvira = sr # 1 sekunda\n", | |
| "n_okv = len(avdio) // vel_okvira\n", | |
| "energija = np.array([np.sqrt(np.mean(avdio[i*vel_okvira:(i+1)*vel_okvira]**2))\n", | |
| " for i in range(n_okv)])\n", | |
| "en_razlike = np.abs(np.diff(energija))\n", | |
| "en_prag = 3 * np.std(en_razlike)\n", | |
| "en_skoki = np.where(en_razlike > en_prag)[0]\n", | |
| "\n", | |
| "print(f\" Prag (3σ): {en_prag:.1f}\")\n", | |
| "print(f\" Zaznanih energijskih prehodov: {len(en_skoki)}\")\n", | |
| "for es in en_skoki[:5]:\n", | |
| " print(f\" t = {es} s: ΔE = {en_razlike[es]:.1f} \"\n", | |
| " f\"(razmerje: {energija[es+1]/(energija[es]+1e-10):.2f}x)\")\n", | |
| "\n", | |
| "# --- 3. Fazna zveznost na mestih ENF skokov ---\n", | |
| "print(\"\\n3. Fazna zveznost na mestih ENF skokov:\")\n", | |
| "analitik = signal.hilbert(avdio)\n", | |
| "faza = np.unwrap(np.angle(analitik))\n", | |
| "\n", | |
| "for s in skoki_enf[:5]:\n", | |
| " vzorec = int(s * sr)\n", | |
| " if vzorec > 100 and vzorec < len(faza) - 100:\n", | |
| " f_pred = faza[vzorec - 100:vzorec]\n", | |
| " f_po = faza[vzorec:vzorec + 100]\n", | |
| " diskontinuiteta = abs(f_po[0] - f_pred[-1])\n", | |
| " diskontinuiteta = diskontinuiteta % (2 * np.pi)\n", | |
| " if diskontinuiteta > np.pi:\n", | |
| " diskontinuiteta = 2 * np.pi - diskontinuiteta\n", | |
| " cas_s = t_ref[s] if s < len(t_ref) else s\n", | |
| " ocena = \"✓ OK\" if diskontinuiteta < 0.05 else \"⚠ Sumljivo\"\n", | |
| " print(f\" t = {cas_s:.1f} s: fazna diskontinuiteta = {diskontinuiteta:.4f} rad → {ocena}\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 10, | |
| "metadata": { | |
| "execution": { | |
| "iopub.execute_input": "2026-03-12T06:24:40.393675Z", | |
| "iopub.status.busy": "2026-03-12T06:24:40.393595Z", | |
| "iopub.status.idle": "2026-03-12T06:24:40.591123Z", | |
| "shell.execute_reply": "2026-03-12T06:24:40.590679Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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| |
| "text/plain": [ | |
| "<Figure size 1600x1200 with 3 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "# === VIZUALIZACIJA ENF ZVEZNOSTI ===\n", | |
| "\n", | |
| "fig, axes = plt.subplots(3, 1, figsize=(16, 12))\n", | |
| "\n", | |
| "# ENF signal\n", | |
| "axes[0].plot(t_ref[:min_dolzina], zdruzeni_enf * 1000, color='#2c3e50', linewidth=0.8)\n", | |
| "for s in skoki_enf:\n", | |
| " if s < len(t_ref):\n", | |
| " axes[0].axvline(x=t_ref[s], color='#e74c3c', alpha=0.5, linewidth=1)\n", | |
| "axes[0].set_xlabel('Čas (s)')\n", | |
| "axes[0].set_ylabel('ENF odmik (mHz)')\n", | |
| "axes[0].set_title('ENF signal — rdeče: zaznani skoki')\n", | |
| "\n", | |
| "# Energija\n", | |
| "axes[1].plot(energija, color='#2ecc71', linewidth=0.8)\n", | |
| "for es in en_skoki:\n", | |
| " axes[1].axvline(x=es, color='#e74c3c', alpha=0.5, linewidth=1)\n", | |
| "axes[1].set_xlabel('Čas (s)')\n", | |
| "axes[1].set_ylabel('RMS energija')\n", | |
| "axes[1].set_title('Energijski profil — rdeče: zaznani prehodi')\n", | |
| "\n", | |
| "# ENF razlike (za detekcijo skokov)\n", | |
| "axes[2].plot(enf_razlike * 1000, color='#3498db', linewidth=0.5)\n", | |
| "axes[2].axhline(y=prag_skoka*1000, color='#e74c3c', linestyle='--', alpha=0.5, label=f'+3σ ({prag_skoka*1000:.1f} mHz)')\n", | |
| "axes[2].axhline(y=-prag_skoka*1000, color='#e74c3c', linestyle='--', alpha=0.5, label=f'-3σ')\n", | |
| "axes[2].set_xlabel('Čas (vzorec)')\n", | |
| "axes[2].set_ylabel('ΔENF (mHz)')\n", | |
| "axes[2].set_title('ENF razlike med sosednjimi vzorci')\n", | |
| "axes[2].legend()\n", | |
| "\n", | |
| "plt.tight_layout()\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## 5. Povzetek\n", | |
| "\n", | |
| "Zaženite spodnjo celico za zbirni pregled rezultatov." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 11, | |
| "metadata": { | |
| "execution": { | |
| "iopub.execute_input": "2026-03-12T06:24:40.592774Z", | |
| "iopub.status.busy": "2026-03-12T06:24:40.592658Z", | |
| "iopub.status.idle": "2026-03-12T06:24:40.597267Z", | |
| "shell.execute_reply": "2026-03-12T06:24:40.597065Z" | |
| } | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "======================================================================\n", | |
| "ENF DATUMSKA VERIFIKACIJA — POVZETEK\n", | |
| "Posnetek: /tmp/prisluhi/svarc_pipan_mono.wav (370 s)\n", | |
| "Referenca: /tmp/prisluhi/enf/feb2026_data/Frequenz_20260101_20260310.csv (69 dni)\n", | |
| "======================================================================\n", | |
| "\n", | |
| "--- ENF signal ---\n", | |
| " 50 Hz: SNR = 2.2x ~\n", | |
| " 100 Hz: SNR = 2.4x ~\n", | |
| " 150 Hz: SNR = 2.0x ~\n", | |
| " 200 Hz: SNR = 1.9x ✗\n", | |
| " 250 Hz: SNR = 1.9x ✗\n", | |
| "\n", | |
| "--- Datumska verifikacija ---\n", | |
| " Izvedenih testov: 993,600\n", | |
| " Najboljše ujemanje: 12.01.2026 ob 18:23:10 CET (r = 0.3421)\n", | |
| " Z-score: 2.63\n", | |
| " Ocena: ~ NEODLOČENO (signal prešibek za zanesljiv zaključek)\n", | |
| "\n", | |
| "--- Detekcija montaže ---\n", | |
| " ENF skoki: 5 zaznanih, 5 trajnih\n", | |
| " Energijski prehodi: 26\n", | |
| " Ocena: ⚠ 5 TRAJNIH SKOKOV — preverite ročno\n", | |
| "\n", | |
| "--- Omejitve ---\n", | |
| " ⚠ Najboljši SNR (2.4x) je pod pragom 10x za zanesljivo analizo.\n", | |
| " To je omejitev vhodnih podatkov, ne metode.\n", | |
| " Z izvornim posnetkom (pred kompresijo) bi bil rezultat zanesljivejši.\n", | |
| "\n", | |
| "======================================================================\n", | |
| "METODOLOGIJA\n", | |
| " Ekstrakcija: STFT, 4s Blackman-Harris okna, 16x zero-padding\n", | |
| " Harmoniki: 50, 100, 150, 200, 250 Hz (utežena fuzija po SNR)\n", | |
| " Korelacija: drseča navzkrižna, Pearsonov r\n", | |
| " Filtriranje: mediansko (velikost 3) na obeh straneh\n", | |
| " Smernice: ENFSI BPM-FSA-002 (2009, 2022)\n", | |
| "======================================================================\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "# === ZBIRNI POVZETEK ===\n", | |
| "\n", | |
| "print(\"=\" * 70)\n", | |
| "print(\"ENF DATUMSKA VERIFIKACIJA — POVZETEK\")\n", | |
| "print(f\"Posnetek: {WAV_DATOTEKA} ({trajanje:.0f} s)\")\n", | |
| "print(f\"Referenca: {REFERENCA_CSV} ({len(vsi_dnevi)} dni)\")\n", | |
| "print(\"=\" * 70)\n", | |
| "\n", | |
| "print(f\"\\n--- ENF signal ---\")\n", | |
| "for freq, podatki in sorted(enf_podatki.items()):\n", | |
| " snr_str = f\"{podatki['snr']:.1f}x\"\n", | |
| " ocena = \"✓\" if podatki['snr'] > 5 else (\"~\" if podatki['snr'] > 2 else \"✗\")\n", | |
| " print(f\" {freq:>3d} Hz: SNR = {snr_str:<8s} {ocena}\")\n", | |
| "\n", | |
| "print(f\"\\n--- Datumska verifikacija ---\")\n", | |
| "print(f\" Izvedenih testov: {stevec_testov:,}\")\n", | |
| "print(f\" Najboljše ujemanje: {najboljsi['datum']} ob {najboljsi['cas']} CET (r = {najboljsi['r']:.4f})\")\n", | |
| "print(f\" Z-score: {z_score:.2f}\")\n", | |
| "\n", | |
| "if z_score >= 3.0:\n", | |
| " print(f\" Ocena: ✓ STATISTIČNO ZNAČILNO\")\n", | |
| "elif z_score >= 2.0:\n", | |
| " print(f\" Ocena: ~ NEODLOČENO (signal prešibek za zanesljiv zaključek)\")\n", | |
| "else:\n", | |
| " print(f\" Ocena: ⚠ NI ZNAČILNO\")\n", | |
| "\n", | |
| "print(f\"\\n--- Detekcija montaže ---\")\n", | |
| "trajnih = sum(1 for s in skoki_enf if s + 2 < len(zdruzeni_enf)\n", | |
| " and abs(zdruzeni_enf[s+2] - zdruzeni_enf[s]) >= prag_skoka)\n", | |
| "print(f\" ENF skoki: {len(skoki_enf)} zaznanih, {trajnih} trajnih\")\n", | |
| "print(f\" Energijski prehodi: {len(en_skoki)}\")\n", | |
| "\n", | |
| "if trajnih == 0:\n", | |
| " print(f\" Ocena: ✓ NI ZNAKOV MONTAŽE\")\n", | |
| "else:\n", | |
| " print(f\" Ocena: ⚠ {trajnih} TRAJNIH SKOKOV — preverite ročno\")\n", | |
| "\n", | |
| "print(f\"\\n--- Omejitve ---\")\n", | |
| "najboljsi_snr_val = max(d['snr'] for d in enf_podatki.values())\n", | |
| "if najboljsi_snr_val < 10:\n", | |
| " print(f\" ⚠ Najboljši SNR ({najboljsi_snr_val:.1f}x) je pod pragom 10x za zanesljivo analizo.\")\n", | |
| " print(f\" To je omejitev vhodnih podatkov, ne metode.\")\n", | |
| " print(f\" Z izvornim posnetkom (pred kompresijo) bi bil rezultat zanesljivejši.\")\n", | |
| "\n", | |
| "print(\"\\n\" + \"=\" * 70)\n", | |
| "print(\"METODOLOGIJA\")\n", | |
| "print(f\" Ekstrakcija: STFT, 4s Blackman-Harris okna, 16x zero-padding\")\n", | |
| "print(f\" Harmoniki: 50, 100, 150, 200, 250 Hz (utežena fuzija po SNR)\")\n", | |
| "print(f\" Korelacija: drseča navzkrižna, Pearsonov r\")\n", | |
| "print(f\" Filtriranje: mediansko (velikost 3) na obeh straneh\")\n", | |
| "print(f\" Smernice: ENFSI BPM-FSA-002 (2009, 2022)\")\n", | |
| "print(\"=\" * 70)" | |
| ] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "Python 3 (ipykernel)", | |
| "language": "python", | |
| "name": "python3" | |
| }, | |
| "language_info": { | |
| "codemirror_mode": { | |
| "name": "ipython", | |
| "version": 3 | |
| }, | |
| "file_extension": ".py", | |
| "mimetype": "text/x-python", | |
| "name": "python", | |
| "nbconvert_exporter": "python", | |
| "pygments_lexer": "ipython3", | |
| "version": "3.14.2" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 4 | |
| } |
Zanimivo bi bilo videti tudi video z jasno oznacenimi preskoki.
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Torej če je detekcija montaže točna, potem to negativno vpliva na rezultate navzkrižne korelacije, saj navzkrižna korelacija vrne najboljšo oceno, če posnetek ni bil montiran. Mogoče bi bilo sedaj, ko imaš teh 5 rezanih segmentov, najboljše za vsak segment ločeno delati korelacijo?