{"id":3162,"date":"2026-02-26T04:39:55","date_gmt":"2026-02-26T04:39:55","guid":{"rendered":"https:\/\/renewasoft.com.tr\/?p=3162"},"modified":"2026-03-01T15:49:30","modified_gmt":"2026-03-01T15:49:30","slug":"scada-nedir-heste-hangi-veriler-kritik","status":"publish","type":"post","link":"https:\/\/renewasoft.com.tr\/index.php\/tr\/2026\/02\/26\/scada-nedir-heste-hangi-veriler-kritik\/","title":{"rendered":"SCADA nedir, HES\u2019te hangi veriler kritik?"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_column_text css=&#8221;&#8221;]<strong>SCADA Nedir? HES\u2019te Hangi Veriler Kritik?<\/strong><\/p>\n<p><strong>TL;DR<\/strong><\/p>\n<ul>\n<li>SCADA, sahadan veri toplayan ve operat\u00f6re \u201ctek ekrandan\u201d izleme\u2013kumanda sunan \u00fcst seviye bir g\u00f6zetim katman\u0131d\u0131r. [1][2]<\/li>\n<li>HES\u2019te kritik veriler sadece elektriksel \u00f6l\u00e7\u00fcmler (kW, V, A, Hz) de\u011fil; ayn\u0131 zamanda proses ve ekipman sa\u011fl\u0131\u011f\u0131 verileridir (debi, net d\u00fc\u015f\u00fc, kapak\/kanat a\u00e7\u0131s\u0131, titre\u015fim, yatak s\u0131cakl\u0131\u011f\u0131 vb.). [3][4]<\/li>\n<li>Bu veriler \u201cKPI \u2192 alarm \u2192 k\u00f6k neden analizi \u2192 bak\u0131m\/operasyon aksiyonu\u201d zinciri ile de\u011fer \u00fcretir; ham veri tek ba\u015f\u0131na i\u015f sonucu yaratmaz. [5][6]<\/li>\n<li>Modern hidro tesislerde SCADA verisi, durum izleme ve kestirimci bak\u0131m yakla\u015f\u0131mlar\u0131n\u0131n en eri\u015filebilir veri kayna\u011f\u0131d\u0131r (mevcut altyap\u0131 \u00fczerinden). [6][7]<\/li>\n<li>Hydrowise yakla\u015f\u0131m\u0131, SCADA verisini standartla\u015ft\u0131r\u0131p zaman serisi olarak saklayarak dashboard, alarm ve analitik katmanlar\u0131yla \u201ci\u015fletme karar\u0131n\u0131\u201d h\u0131zland\u0131rmay\u0131 hedefler (\u00fcr\u00fcn ba\u011flam\u0131).<\/li>\n<\/ul>\n<p><strong>1) Kavram: SCADA tam olarak nedir?<\/strong><\/p>\n<p>SCADA (Supervisory Control and Data Acquisition), ad\u0131ndan anla\u015f\u0131laca\u011f\u0131 \u00fczere iki temel i\u015fi yapar: (i) veri toplama (data acquisition) ve (ii) \u00fcst seviye g\u00f6zetim\/kumanda (supervisory control). Sahadaki sens\u00f6rler, akt\u00fcat\u00f6rler, PLC\/RTU gibi birimler \u00fczerinden toplanan veriler SCADA sunucusuna akar; operat\u00f6r ise HMI ekranlar\u0131ndan s\u00fcreci izler, alarm al\u0131r ve gerekli komutlar\u0131 verir. Bu mimari, \u00fcretim tesislerinde tek bir \u201coperasyonel hakikat noktas\u0131\u201d olu\u015fturarak izleme ve kontrol\u00fcn standardizasyonunu sa\u011flar. [1][2]<\/p>\n<p>Enerji \u00fcretim tesisleri a\u00e7\u0131s\u0131ndan SCADA; yaln\u0131zca \u201cekranda de\u011fer g\u00f6rmek\u201d de\u011fil, ayn\u0131 zamanda kay\u0131t (historian), olay\/alarm y\u00f6netimi, trend analizi ve operasyonel raporlama i\u015flevlerini de kapsayan bir omurgad\u0131r. \u00d6zellikle g\u00fc\u00e7 sistem otomasyonunda, SCADA\u2019n\u0131n mimari bile\u015fenleri (saha enstr\u00fcmanlar\u0131, RTU\/PLC, SCADA sunucusu\/MTU, HMI) literat\u00fcrde standart bir \u00e7er\u00e7evede ele al\u0131n\u0131r. [2]<\/p>\n<p><strong>Teknik Not: SCADA\u2019n\u0131n \u201ckontrol\u201d ile ili\u015fkisi<\/strong><\/p>\n<p>SCADA genellikle \u201ctam kontrol sistemi\u201d de\u011fildir; daha \u00e7ok sahadaki kontrol\u00f6rlerin (PLC\/DCS) \u00fcst\u00fcnde, g\u00f6zetim ve koordinasyon katman\u0131 olarak konumlan\u0131r. Bu sayede yerel kontrol d\u00f6ng\u00fcleri sahada \u00e7al\u0131\u015f\u0131rken, SCADA daha geni\u015f s\u00fcre\u00e7 y\u00f6netimini ve g\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fc sa\u011flar. [2]<\/p>\n<p><strong>2) HES ba\u011flam\u0131: \u201cKritik veri\u201d ne demek?<\/strong><\/p>\n<p>HES\u2019te kritik veri, iki soruya cevap veren veridir: (1) \u015eu an g\u00fcvenli ve verimli \u00fcretiyor muyuz? (2) Yak\u0131n gelecekte ar\u0131za\/duru\u015f riski var m\u0131? Bu y\u00fczden HES\u2019te kritik veriler, \u00fc\u00e7 ana grupta toplan\u0131r:<\/p>\n<p><strong>2.1 Elektriksel veriler (\u015febeke ve \u00fcretim performans\u0131)<\/strong><\/p>\n<ul>\n<li>Aktif g\u00fc\u00e7 (kW\/MW), reaktif g\u00fc\u00e7 (kVAr\/MVAr)<\/li>\n<li>Gerilim (V\/kV), ak\u0131m (A)<\/li>\n<li>Frekans (Hz), g\u00fc\u00e7 fakt\u00f6r\u00fc, harmonikler (varsa)<\/li>\n<\/ul>\n<p>Bu \u00f6l\u00e7\u00fcmler senkronizasyon, \u015febeke uyumu ve \u00fcretim performans\u0131n\u0131n temelidir. Mikro HES \u00f6rneklerinde dahi SCADA ekran\u0131nda izlenen de\u011fi\u015fkenler aras\u0131nda ak\u0131m, gerilim, frekans, g\u00fc\u00e7 gibi elektriksel metrikler d\u00fczenli bi\u00e7imde raporlan\u0131r. [3]<\/p>\n<p><strong>2.2 Hidrolik\/proses verileri (su \u2192 enerji d\u00f6n\u00fc\u015f\u00fcm zinciri)<\/strong><\/p>\n<ul>\n<li>Debi (m\u00b3\/s)<\/li>\n<li>Net d\u00fc\u015f\u00fc (head) \/ bas\u0131n\u00e7lar<\/li>\n<li>Kapak\/klape konumu, guide vane (y\u00f6nlendirici kanat) a\u00e7\u0131kl\u0131\u011f\u0131<\/li>\n<li>Penstok giri\u015f\/\u00e7\u0131k\u0131\u015f bas\u0131n\u00e7lar\u0131, vana durumlar\u0131<\/li>\n<li>Rezervuar\/kanal seviyeleri (tesis tipine g\u00f6re)<\/li>\n<\/ul>\n<p>Bu veriler, t\u00fcrbinin hangi \u00e7al\u0131\u015fma b\u00f6lgesinde oldu\u011funu ve \u201csu y\u00f6netimi\u201dnin \u00fcretime nas\u0131l yans\u0131d\u0131\u011f\u0131n\u0131 g\u00f6sterir. Uygulama \u00e7al\u0131\u015fmalar\u0131nda SCADA izleme listelerinde debi, guide vane opening, giri\u015f\u2013\u00e7\u0131k\u0131\u015f bas\u0131n\u00e7lar\u0131 gibi proses parametrelerinin yer ald\u0131\u011f\u0131 g\u00f6r\u00fcl\u00fcr. [3]<\/p>\n<p><strong>2.3 Ekipman sa\u011fl\u0131\u011f\u0131 verileri (kestirimci bak\u0131m i\u00e7in kritik)<\/strong><\/p>\n<ul>\n<li>T\u00fcrbin ve jenerat\u00f6r yatak s\u0131cakl\u0131klar\u0131, sarg\u0131 s\u0131cakl\u0131klar\u0131<\/li>\n<li>Ya\u011f s\u0131cakl\u0131\u011f\u0131, ya\u011f bas\u0131nc\u0131, ya\u011f kirlili\u011fi g\u00f6stergeleri (varsa)<\/li>\n<li>Titre\u015fim (vibration): yatak, g\u00f6vde, mil vb. noktalarda<\/li>\n<li>Devir (rpm), eksenel\/radyal ka\u00e7\u0131kl\u0131k g\u00f6stergeleri (varsa)<\/li>\n<\/ul>\n<p>Hidro g\u00fc\u00e7 sistemlerinde titre\u015fim kaynaklar\u0131 ve titre\u015fime ba\u011fl\u0131 ar\u0131zalar \u00fczerine derlemeler, titre\u015fim izlemenin ekipman sa\u011fl\u0131\u011f\u0131 i\u00e7in y\u00fcksek bilgi ta\u015f\u0131yan bir sinyal oldu\u011funu vurgular. [5] Benzer \u015fekilde Francis t\u00fcrbinleri \u00f6zelinde kestirimci bak\u0131m perspektifi, titre\u015fim\/s\u0131cakl\u0131k gibi parametrelerin izlenmesini temel bir pratik olarak ele al\u0131r. [7]<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-3163 aligncenter\" src=\"https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image1-300x167.jpg\" alt=\"\" width=\"538\" height=\"300\" srcset=\"https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image1-300x167.jpg 300w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image1-1024x571.jpg 1024w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image1-768x428.jpg 768w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image1-1536x857.jpg 1536w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image1-350x195.jpg 350w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image1-540x301.jpg 540w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image1-896x500.jpg 896w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image1-717x400.jpg 717w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image1-600x335.jpg 600w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image1.jpg 1920w\" sizes=\"auto, (max-width: 538px) 100vw, 538px\" \/><\/p>\n<p>&#8211; Bu g\u00f6rsel, hidroelektrik santrallerde SCADA sisteminin elektriksel veriler, hidrolik s\u00fcre\u00e7 parametreleri ve ekipman sa\u011fl\u0131\u011f\u0131 bilgilerini birle\u015ftirerek veri odakl\u0131 karar alma, risk y\u00f6netimi ve standartla\u015ft\u0131r\u0131lm\u0131\u015f operasyonel de\u011fer \u00fcretimi sa\u011flad\u0131\u011f\u0131n\u0131 g\u00f6stermektedir.<\/p>\n<p><strong>3) Neden bu veriler \u201ckritik\u201d? (\u0130\u015f etkisi ve risk)<\/strong><\/p>\n<p><strong>3.1 \u00dcretim ve gelir optimizasyonu<\/strong><\/p>\n<p>Aktif g\u00fc\u00e7, debi ve d\u00fc\u015f\u00fc birlikte; birim su ba\u015f\u0131na enerji verimlili\u011fini (kabaca \u201ct\u00fcrbin verimi\u201d) ve \u00fcretim kalitesini anlamay\u0131 sa\u011flar. SCADA verisi modern hidro santrallerde \u201cgerekli i\u015fletme de\u011fi\u015fkenlerinin kaydedildi\u011fi ve sakland\u0131\u011f\u0131\u201d bir yap\u0131 olarak tarif edilir; bu da performans izlemenin temel dayana\u011f\u0131d\u0131r. [4]<\/p>\n<p><strong>3.2 Operasyon g\u00fcvenli\u011fi<\/strong><\/p>\n<p>Kapak\/kanat konumu, bas\u0131n\u00e7 ve s\u0131cakl\u0131klar; anormal ko\u015fullar\u0131n erken fark edilmesini sa\u011flar. \u00d6rne\u011fin yatak s\u0131cakl\u0131\u011f\u0131nda trend art\u0131\u015f\u0131, ya\u011flama problemi veya hizalama\/denge sorunlar\u0131n\u0131n habercisi olabilir. [5][7]<\/p>\n<p><strong>3.3 Bak\u0131m maliyetinin d\u00fc\u015f\u00fcr\u00fclmesi (kestirimci bak\u0131m)<\/strong><\/p>\n<p>SCADA tabanl\u0131 end\u00fcstrilerde kestirimci bak\u0131m literat\u00fcr derlemeleri, mevcut SCADA altyap\u0131s\u0131 \u00fczerinden toplanan verinin bak\u0131m stratejilerini veriye dayal\u0131 hale getirdi\u011fini ve erken uyar\u0131 \u00fcretmeye uygun oldu\u011funu g\u00f6sterir. [6] Hidro santrallerde durum izleme ve ar\u0131za te\u015fhis sistemleri \u00fczerine \u00e7al\u0131\u015fmalar da veri toplama \u2192 transfer \u2192 te\u015fhis zincirini pratik bir mimari olarak ele al\u0131r. [8]<\/p>\n<p><strong>Risk Kutusu: HES\u2019te \u201ckritik veri yoksa\u201d tipik sonu\u00e7lar<\/strong><\/p>\n<ul>\n<li>Ar\u0131za \u201chissedilene kadar\u201d g\u00f6r\u00fcnmez (reaktif bak\u0131m) \u2192 plans\u0131z duru\u015f artar. [5][8]<\/li>\n<li>Alarm e\u015fi\u011fi rastgele se\u00e7ilir \u2192 false positive\/false negative ile ekip k\u00f6rle\u015fir. [8]<\/li>\n<li>Verim kayb\u0131 uzun s\u00fcre fark edilmez \u2192 su y\u00f6netimi ve \u00fcretim plan\u0131 zay\u0131flar. [4]<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><strong>4) \u00d6rnek senaryo: Bir operat\u00f6r SCADA ekran\u0131nda neyi \u201cg\u00f6rmeli\u201d?<\/strong><\/p>\n<p><strong>Senaryo: \u201cTitre\u015fim art\u0131\u015f\u0131 + yatak s\u0131cakl\u0131\u011f\u0131 y\u00fckseli\u015fi\u201d<\/strong><\/p>\n<ol>\n<li>SCADA trendinde t\u00fcrbin yatak s\u0131cakl\u0131\u011f\u0131 2 saatte kademeli art\u0131yor. [3][5]<\/li>\n<li>Ayn\u0131 zaman aral\u0131\u011f\u0131nda titre\u015fim RMS de\u011ferleri normal band\u0131n \u00fcst\u00fcne \u00e7\u0131k\u0131yor. [5][7]<\/li>\n<li>Debi ve aktif g\u00fc\u00e7 sabit; yani y\u00fck de\u011fi\u015fimiyle a\u00e7\u0131klanam\u0131yor.<\/li>\n<li>Operat\u00f6r, alarm\u0131 \u201ckritik\u201d s\u0131n\u0131f\u0131na ta\u015f\u0131r ve bak\u0131m ekibine bildirim d\u00fc\u015fer.<\/li>\n<li>Bak\u0131m ekibi; hizalama, ya\u011flama, rulman vb. olas\u0131l\u0131klar\u0131 kontrol eder. [5]<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-3165 aligncenter\" src=\"https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image3-300x167.jpg\" alt=\"\" width=\"539\" height=\"300\" srcset=\"https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image3-300x167.jpg 300w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image3-1024x571.jpg 1024w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image3-768x428.jpg 768w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image3-1536x857.jpg 1536w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image3-350x195.jpg 350w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image3-540x301.jpg 540w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image3-896x500.jpg 896w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image3-717x400.jpg 717w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image3-600x335.jpg 600w, https:\/\/renewasoft.com.tr\/wp-content\/uploads\/2026\/02\/image3.jpg 1920w\" sizes=\"auto, (max-width: 539px) 100vw, 539px\" \/><\/p>\n<p>Bu ak\u0131\u015f, HES\u2019te kritik verilerin neden \u201cbirlikte okunmas\u0131\u201d gerekti\u011fini g\u00f6sterir: tek bir \u00f6l\u00e7\u00fcm \u00e7o\u011fu zaman yeterli de\u011fildir; korelasyon gerekir. Hidro tesis durum izleme literat\u00fcr\u00fc, te\u015fhisin \u00e7oklu sinyal yakla\u015f\u0131m\u0131yla g\u00fc\u00e7lendi\u011fini vurgular. [8]<\/p>\n<p><strong>5) Hydrowise ile ba\u011f: SCADA verisi nas\u0131l \u201c\u00fcr\u00fcn de\u011ferine\u201d d\u00f6n\u00fc\u015f\u00fcr?<\/strong><\/p>\n<p>SCADA ekranda de\u011fer g\u00f6sterir; ancak sahada as\u0131l ihtiya\u00e7 genellikle \u015fudur: veriyi standartla\u015ft\u0131rmak, zaman serisi olarak g\u00fcvenilir saklamak, KPI \u00fcretmek, alarm\/anomali \u00fcretmek ve veriyi i\u015f ak\u0131\u015f\u0131na ba\u011flamak. Modern SCADA sistemlerinin yaln\u0131z izleme-kontrol de\u011fil; ayn\u0131 zamanda daha geli\u015fmi\u015f veri saklama ve analiz kabiliyetleri ile \u201csonradan analiz\u201d kullan\u0131m\u0131n\u0131 b\u00fcy\u00fctt\u00fc\u011f\u00fc vurgulan\u0131r. [9]<\/p>\n<p><strong>Ara Bilgi Kart\u0131: HES\u2019te minimum \u201ckritik veri seti\u201d (ba\u015flang\u0131\u00e7 paketi)<\/strong><\/p>\n<ul>\n<li>Elektrik: kW\/MW, V, A, Hz, reaktif g\u00fc\u00e7<\/li>\n<li>Proses: debi, net d\u00fc\u015f\u00fc\/bas\u0131n\u00e7, kapak\/kanat a\u00e7\u0131kl\u0131\u011f\u0131<\/li>\n<li>Sa\u011fl\u0131k: yatak s\u0131cakl\u0131klar\u0131, ya\u011f s\u0131cakl\u0131\u011f\u0131, titre\u015fim<\/li>\n<li>Olay: alarm\/ar\u0131za kodu, start\/stop olaylar\u0131, i\u015fletme modu<\/li>\n<\/ul>\n<p><strong>6) S\u0131k Sorulan Sorular (SSS)<\/strong><\/p>\n<p>1) SCADA ile DCS ayn\u0131 \u015fey mi? Hay\u0131r. SCADA \u00e7o\u011funlukla \u00fcst seviye g\u00f6zetim\u2013veri toplama katman\u0131d\u0131r; yerel kontrol d\u00f6ng\u00fcleri genellikle PLC\/DCS taraf\u0131nda y\u00fcr\u00fcr. [2]<\/p>\n<p>2) HES\u2019te en kritik tek de\u011fi\u015fken hangisi? Tek bir de\u011fi\u015fken se\u00e7mek risklidir. \u00dcretim i\u00e7in kW ve debi kritik; ar\u0131za riski i\u00e7in titre\u015fim ve s\u0131cakl\u0131k trendleri birlikte okunmal\u0131d\u0131r. [3][5][7]<\/p>\n<p>3) Alarm e\u015fiklerini nas\u0131l belirlemeliyiz? Sabit e\u015fik tek ba\u015f\u0131na yeterli olmayabilir; trend ve i\u015fletme modu dikkate al\u0131nmal\u0131d\u0131r. [8]<\/p>\n<p>4) SCADA verisi kestirimci bak\u0131m i\u00e7in yeterli mi? Bir\u00e7ok durumda iyi bir ba\u015flang\u0131\u00e7t\u0131r. [6][8]<\/p>\n<p>5) Veriyi saklamak neden bu kadar \u00f6nemli? Ar\u0131za\/performans analizi ge\u00e7mi\u015f trend gerektirir. [4]<\/p>\n<p>&nbsp;<\/p>\n<p><strong>7) Sonu\u00e7<\/strong><\/p>\n<p>SCADA, HES\u2019te \u201cekran\u201d de\u011fil; veri omurgas\u0131d\u0131r. Kritik veriler elektriksel, proses ve ekipman sa\u011fl\u0131\u011f\u0131 boyutlar\u0131n\u0131 birlikte kapsar. Next steps: (1) Tag listesini \u00e7\u0131kar\u0131n, (2) kritik veri seti &amp; KPI\u2019lar\u0131 belirleyin, (3) alarm tasar\u0131m\u0131n\u0131 dok\u00fcmante edin, (4) veri standardizasyonu + zaman serisi saklama + alarm\/analitik katmanlar\u0131n\u0131 birlikte planlay\u0131n.<\/p>\n<p><strong>Kaynak\u00e7a<\/strong><\/p>\n<p>[1] Role of SCADA in Hydro Power Plant Automation. (2015). ResearchGate publication. (Accessed: 2026-02-21).<\/p>\n<p>[2] He, W., et al. (2024). An Open-Source Supervisory Control and Data Acquisition (SCADA) &#8230; Energies.<\/p>\n<p>[3] Kart, T. A. (2025). Micro-Hydroelectric Power Plant SCADA monitoring&#8230; D\u00fczce University Journal of Science &amp; Technology.<\/p>\n<p>[4] Doujak, E., et al. (2023). Fatigue Strength Analysis of a Prototype Francis Turbine&#8230; Energies.<\/p>\n<p>[5] Mohanta, R. K., et al. (2017). Sources of vibration and their treatment in hydro power stations&#8230; Journal of Rock Mechanics and Geotechnical Engineering.<\/p>\n<p>[6] Predictive Maintenance in SCADA-Based Industries: A literature review. (2021). ResearchGate PDF.<\/p>\n<p>[7] A review of condition monitoring in Francis turbines for predictive maintenance. (2025). ResearchGate publication.<\/p>\n<p>[8] Selak, L., et al. (2014). Condition monitoring and fault diagnostics for hydropower plants (HPP)&#8230; Computers in Industry.<\/p>\n<p>[9] Holder, G. (2025). Defining Digitalization Barriers for HPP Refurbishment (STSM report).[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text css=&#8221;&#8221;]SCADA Nedir? HES\u2019te Hangi Veriler Kritik? TL;DR SCADA, sahadan veri toplayan ve operat\u00f6re \u201ctek ekrandan\u201d izleme\u2013kumanda sunan \u00fcst seviye bir g\u00f6zetim katman\u0131d\u0131r. [1][2] HES\u2019te kritik veriler sadece elektriksel \u00f6l\u00e7\u00fcmler (kW, V, A, Hz) de\u011fil; ayn\u0131 zamanda proses ve ekipman sa\u011fl\u0131\u011f\u0131 verileridir (debi, net d\u00fc\u015f\u00fc, kapak\/kanat a\u00e7\u0131s\u0131, titre\u015fim, yatak s\u0131cakl\u0131\u011f\u0131 vb.). [3][4] Bu veriler \u201cKPI [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":3348,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[58,1861,60,1857,56,1873],"tags":[],"class_list":["post-3162","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-akilli-sebekeler-enerji-yonetimi","category-ariza-yonetimi-is-degeri","category-endustri-4-enerji-otomasyonu","category-enerji-piyasasi-epias-karar-destek","category-enerji-dijital-donusum","category-scada-iot-ve-veri-mimari"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>SCADA nedir, HES\u2019te hangi veriler kritik? - Renewasoft Enerji ve Yaz\u0131l\u0131m A.\u015e<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/renewasoft.com.tr\/index.php\/tr\/2026\/02\/26\/scada-nedir-heste-hangi-veriler-kritik\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SCADA nedir, HES\u2019te hangi veriler kritik? - Renewasoft Enerji ve Yaz\u0131l\u0131m A.\u015e\" \/>\n<meta property=\"og:description\" content=\"[vc_row][vc_column][vc_column_text css=&#8221;&#8221;]SCADA Nedir? 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HES\u2019te Hangi Veriler Kritik? TL;DR SCADA, sahadan veri toplayan ve operat\u00f6re \u201ctek ekrandan\u201d izleme\u2013kumanda sunan \u00fcst seviye bir g\u00f6zetim katman\u0131d\u0131r. [1][2] HES\u2019te kritik veriler sadece elektriksel \u00f6l\u00e7\u00fcmler (kW, V, A, Hz) de\u011fil; ayn\u0131 zamanda proses ve ekipman sa\u011fl\u0131\u011f\u0131 verileridir (debi, net d\u00fc\u015f\u00fc, kapak\/kanat a\u00e7\u0131s\u0131, titre\u015fim, yatak s\u0131cakl\u0131\u011f\u0131 vb.). 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