{"id":3152,"date":"2025-04-03T11:06:17","date_gmt":"2025-04-03T09:06:17","guid":{"rendered":"https:\/\/www.vodarenskepohlady.sk\/?p=3152"},"modified":"2025-04-03T12:16:16","modified_gmt":"2025-04-03T10:16:16","slug":"transformacia-slovenskeho-vodarenstva-prostrednictvom-inovacii","status":"publish","type":"post","link":"https:\/\/www.vodarenskepohlady.sk\/?p=3152","title":{"rendered":"Transform\u00e1cia slovensk\u00e9ho vod\u00e1renstva prostredn\u00edctvom inov\u00e1ci\u00ed"},"content":{"rendered":"\n

Umel\u00e1 inteligencia vo vod\u00e1renstve<\/h2>\n\n\n\n

Umel\u00e1 inteligencia (AI) je jedn\u00fdm z najv\u00fdznamnej\u0161\u00edch technologick\u00fdch pokrokov 21. storo\u010dia. Predstavuje schopnos\u0165 strojov napodob\u0148ova\u0165 \u013eudsk\u00e9 myslenie a u\u010denie, \u010do umo\u017e\u0148uje po\u010d\u00edta\u010dom vykon\u00e1va\u0165 \u00falohy, ktor\u00e9 tradi\u010dne vy\u017eadovali \u013eudsk\u00fa inteligenciu, ako je rozpozn\u00e1vanie re\u010di, rozhodovanie \u010di rie\u0161enie probl\u00e9mov. Koncept umelej inteligencie siaha a\u017e do 50. rokov minul\u00e9ho storo\u010dia, ke\u010f vedci za\u010dali sk\u00fama\u0165 mo\u017enosti vytvorenia strojov schopn\u00fdch \u201emyslie\u0165\u201c.<\/h5>\n\n\n\n
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Av\u0161ak a\u017e v posledn\u00fdch desa\u0165ro\u010diach, s n\u00e1stupom v\u00fdkonn\u00fdch po\u010d\u00edta\u010dov a ve\u013ek\u00fdch d\u00e1t, sa AI dostala do popredia a stala sa s\u00fa\u010das\u0165ou n\u00e1\u0161ho ka\u017edodenn\u00e9ho \u017eivota. Dnes ju n\u00e1jdeme v smartf\u00f3noch, automobiloch, zdravotn\u00edctve \u010di financi\u00e1ch. AI sa st\u00e1va neoddelite\u013enou s\u00fa\u010das\u0165ou mnoh\u00fdch odvetv\u00ed, vr\u00e1tane vod\u00e1renstva. Jej implement\u00e1cia prin\u00e1\u0161a efekt\u00edvnej\u0161ie riadenie procesov, \u00fasporu zdrojov a zlep\u0161enie kvality poskytovan\u00fdch slu\u017eieb. AI umo\u017e\u0148uje syst\u00e9mom vykon\u00e1va\u0165 \u00falohy, ktor\u00e9 by inak vy\u017eadovali \u013eudsk\u00fa inteligenciu, ako je u\u010denie sa, rie\u0161enie probl\u00e9mov \u010di rozhodovanie. Vo vod\u00e1renstve prin\u00e1\u0161a AI inovat\u00edvne rie\u0161enia, ktor\u00e9 zvy\u0161uj\u00fa efektivitu, bezpe\u010dnos\u0165 a udr\u017eate\u013enos\u0165 procesov spojen\u00fdch s dod\u00e1vkou a \u00fapravou vody. O vyu\u017eit\u00ed AI vo vod\u00e1renstve sme diskutovali s popredn\u00fdmi odborn\u00edkmi z tohto sektora, z\u00e1stupcami vod\u00e1rensk\u00fdch spolo\u010dnost\u00ed.

\n<\/p>\n\n\n
<\/i><\/span>

\nPredikt\u00edvne modely dok\u00e1\u017eu predpoveda\u0165 spotrebu vody a optimalizova\u0165 tlak v\u00a0potrubiach, \u010d\u00edm sa zni\u017euje energetick\u00e1 n\u00e1ro\u010dnos\u0165 a\u00a0zvy\u0161uje \u017eivotnos\u0165 infra\u0161trukt\u00fary.
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Umel\u00e1 inteligencia: Revol\u00facia vo vod\u00e1renstve<\/h4>\n\n\n\n

Implement\u00e1cia AI vo vod\u00e1renstve umo\u017e\u0148uje efekt\u00edvnej\u0161ie monitorova\u0165 a riadi\u0165 distribu\u010dn\u00e9 siete. Inteligentn\u00e9 senzory v re\u00e1lnom \u010dase sleduj\u00fa kvalitu vody a stav infra\u0161trukt\u00fary, \u010do umo\u017e\u0148uje r\u00fdchlu identifik\u00e1ciu anom\u00e1li\u00ed, ako s\u00fa \u00faniky alebo poruchy. Tento proakt\u00edvny pr\u00edstup nielen \u017ee \u0161etr\u00ed vodu, ale aj zni\u017euje n\u00e1klady spojen\u00e9 s opravami a \u00fadr\u017ebou. Predikt\u00edvne modely dok\u00e1\u017eu predpoveda\u0165 spotrebu vody a optimalizova\u0165 tlak v potrubiach, \u010d\u00edm sa zni\u017euje energetick\u00e1 n\u00e1ro\u010dnos\u0165 a zvy\u0161uje \u017eivotnos\u0165 infra\u0161trukt\u00fary.<\/p>\n\n\n\n

Optimaliz\u00e1cia prev\u00e1dzky a \u00faspora vody<\/h4>\n\n\n\n

RNDr. Peter Luk\u00e1\u010d, PhD., ved\u00faci oddelenia odpadovej vody v Z\u00e1padoslovenskej vod\u00e1renskej spolo\u010dnosti (ZsVS), <\/strong>zd\u00f4raz\u0148uje v\u00fdznam AI pri identifik\u00e1cii \u00fanikov vody:<\/p>\n\n\n\n

\u201eAI m\u00f4\u017ee pom\u00f4c\u0165 pri identifik\u00e1cii a prevencii \u00fanikov a por\u00fach v rozvodoch pitnej vody. Anal\u00fdzou \u00fadajov z osaden\u00fdch senzorov a mera\u010dov m\u00f4\u017eu algoritmy AI odhali\u0165 anom\u00e1lie v prietoku a tlaku vody, ktor\u00e9 nazna\u010duj\u00fa mo\u017en\u00e9 \u00faniky vody v syst\u00e9me. Tento proakt\u00edvny pr\u00edstup m\u00f4\u017ee potenci\u00e1lne u\u0161etri\u0165 zna\u010dn\u00e9 mno\u017estvo vody a zn\u00ed\u017ei\u0165 n\u00e1klady spojen\u00e9 s opravou vzniknut\u00fdch netesnost\u00ed. AI m\u00f4\u017ee vyu\u017e\u00edva\u0165 \u00fadaje zo sie\u0165ov\u00fdch senzorov v re\u00e1lnom \u010dase na meranie, monitorovanie a optimaliz\u00e1ciu tlaku a r\u00fdchlosti prietoku, aby bola energeticky efekt\u00edvnej\u0161ia a zn\u00ed\u017eila prev\u00e1dzkov\u00e9 n\u00e1klady. Pokro\u010dil\u00e9 syst\u00e9my m\u00f4\u017eu dokonca pom\u00f4c\u0165 pri predch\u00e1dzan\u00ed ne\u017eiad\u00faceho odtoku odpadov\u00fdch v\u00f4d po\u010das nepriazniv\u00fdch poveternostn\u00fdch podmienok \u00fapravou vyu\u017eitia akumul\u00e1cie OV v \u010derpac\u00edch staniciach.\u201c<\/em>
Okrem toho AI umo\u017e\u0148uje optimaliz\u00e1ciu tlaku a r\u00fdchlosti prietoku, \u010do vedie k energetickej efekt\u00edvnosti a zni\u017eovaniu prev\u00e1dzkov\u00fdch n\u00e1kladov.

\n<\/p>\n\n\n
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\nNahr\u00e1dzanie vod\u00e1rensk\u00fdch pracovn\u00edkov umelou inteligenciou je mo\u017en\u00e9 len do ur\u010ditej miery, \u017eiadna AI technol\u00f3gia dan\u00fa poruchu neodstr\u00e1ni a\u00a0opravu nevykon\u00e1.
\n<\/blockquote><\/div>\n\n\n\n\n


Je mo\u017en\u00e9 nahradi\u0165 pr\u00e1cu vod\u00e1rensk\u00e9ho pracovn\u00edka \u00faplne? RNDr. Peter Luk\u00e1\u010d m\u00e1 na to jasn\u00fd n\u00e1zor:<\/strong><\/p>\n\n\n\n

\u201eNahr\u00e1dzanie vod\u00e1rensk\u00fdch pracovn\u00edkov umelou inteligenciou je mo\u017en\u00e9 len do ur\u010ditej miery, \u017eiadna AI technol\u00f3gia dan\u00fa poruchu neodstr\u00e1ni a opravu nevykon\u00e1. AI je z\u00e1visl\u00e1 od kvalitn\u00fdch vstupov, ktor\u00fdmi s\u00fa \u00fadaje zo senzorov, \u010didiel, mera\u010dov, strojov, zariaden\u00ed – z\u00e1vis\u00ed od ich presnosti a funk\u010dnosti. Ich servis a \u00fadr\u017eba je z\u00e1visl\u00e1 od vod\u00e1rensk\u00fdch pracovn\u00edkov resp. pracovn\u00edkov dod\u00e1vate\u013ea t\u00fdch zariaden\u00ed. Je preto nutn\u00e9 bra\u0165 v\u0161etky tieto aspekty do \u00favahy a riadne vyhodnoti\u0165 vyu\u017eitie AI v danom syst\u00e9me aj s oh\u013eadom na vstupn\u00e9 invest\u00edcie, prev\u00e1dzkov\u00e9 n\u00e1klady a kone\u010dn\u00fd benefit pre prev\u00e1dzkovate\u013ea vod\u00e1renskej infra\u0161trukt\u00fary\u201c.<\/em><\/p>\n\n\n\n\n\n\n\n

Predikt\u00edvna \u00fadr\u017eba a spolupr\u00e1ca s akademickou sf\u00e9rou<\/h4>\n\n\n\n

Ing. Franti\u0161ek Alchus, ekonomick\u00fd riadite\u013e ZsVS,<\/strong> poukazuje na spolupr\u00e1cu s Katedrou informatiky FPVaI UKF v Nitre pri v\u00fdvoji predikt\u00edvnych modelov: \u201eNa\u0161a spolo\u010dnos\u0165 u\u017e od roku 2022 pracuje na pokro\u010dil\u00fdch predikt\u00edvnych modeloch, ktor\u00e9 prostredn\u00edctvom umelej inteligencie (AI) dok\u00e1\u017eu v predstihu identifikova\u0165 potenci\u00e1lne netesnosti a poruchy vo vodovodnej distribu\u010dnej sieti. V\u010faka tomu sa skracuje \u010das na ich odhalenie, zni\u017euj\u00fa sa straty vody a zefekt\u00edv\u0148uje sa riadenie celkovej prev\u00e1dzky. Popri v\u00fdrobe a distrib\u00facii vody prin\u00e1\u0161a AI aj v\u00fdznamn\u00fa podporu v oblasti z\u00e1kazn\u00edckej komunik\u00e1cie, spracovania intern\u00fdch dokumentov a anal\u00fdzy d\u00e1t. Mana\u017e\u00e9ri tak dok\u00e1\u017eu r\u00fdchlej\u0161ie reagova\u0165 na technick\u00e9 v\u00fdzvy a dlhodobo zlep\u0161ova\u0165 poskytovan\u00e9 slu\u017eby. Prepojenie s v\u00fdskumom a v\u00fdvojom, podporen\u00e9 Vedeckou grantovou agent\u00farou, \u0161truktur\u00e1lnymi fondmi E\u00da a Pl\u00e1nom obnovy, ur\u00fdch\u013euje digit\u00e1lnu transform\u00e1ciu v sektore a zvy\u0161uje pr\u00ednosy nov\u00fdch technol\u00f3gi\u00ed.\u201c<\/em>
T\u00e1to spolupr\u00e1ca zd\u00f4raz\u0148uje v\u00fdznam prepojenia v\u00fdskumu a praxe, podporen\u00e9ho Vedeckou grantovou agent\u00farou M\u0160VVaM SR a SAV a Pl\u00e1nom obnovy, \u010do ur\u00fdch\u013euje digit\u00e1lnu transform\u00e1ciu v sektore.
<\/p>\n\n\n\n

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Ing. Franti\u0161ek Alchus, ekonomick\u00fd riadite\u013e ZsVS, dop\u013a\u0148a v\u00fdhody vyu\u017eitia t\u00fdchto inovat\u00edvnych rie\u0161en\u00ed:<\/strong><\/p>\n\n\n\n

\u201eTieto rie\u0161enia, ktor\u00e9 vznikaj\u00fa aj v spolupr\u00e1ci s Katedrou informatiky FPVaI UKF v Nitre, navy\u0161e navy\u0161e prispievaj\u00fa aj k povinn\u00e9mu zverej\u0148ovaniu ukazovate\u013eov ESG (environment\u00e1lnych, soci\u00e1lnych a riadiacich). V\u010faka presnej\u0161iemu monitorovaniu a lep\u0161iemu vyu\u017e\u00edvaniu zdrojov sa zjednodu\u0161uje transparentn\u00e9 reportovanie dopadov na \u017eivotn\u00e9 prostredie i spolo\u010dnos\u0165. T\u00fdm rastie d\u00f4vera akcion\u00e1rov a verejnosti, \u010do posil\u0148uje zodpovedn\u00fd a udr\u017eate\u013en\u00fd charakter podniku. V\u00fdsledkom je modern\u00fd, digit\u00e1lne transformovan\u00fd podnik, ktor\u00fd efekt\u00edvne hospod\u00e1ri s vodou, pru\u017ene reaguje na v\u00fdzvy v oblasti udr\u017eate\u013enosti a sp\u013a\u0148a n\u00e1roky na otvoren\u00e9 informovanie v r\u00e1mci ESG, \u010d\u00edm prin\u00e1\u0161a pridan\u00fa hodnotu pre odberate\u013eov, zamestnancov aj \u0161ir\u0161iu komunitu\u201c.<\/em><\/p>\n\n\n\n

V\u00fdzvy pri implement\u00e1cii AI<\/h4>\n\n\n\n

Ing. Michal Wassermann z Podtatranskej vod\u00e1renskej prev\u00e1dzkovej spolo\u010dnosti (PVPS) upozor\u0148uje na potrebu kvalitn\u00fdch d\u00e1t pre efekt\u00edvne zavedenie AI:<\/strong><\/p>\n\n\n\n

\u201ePre zav\u00e1dzanie prvkov AI vo vod\u00e1renstve je d\u00f4le\u017eit\u00e9 ma\u0165 pr\u00edstup ku kvalitn\u00fdm d\u00e1tam. A \u010do niekedy vid\u00edme ako problematick\u00e9 je to, \u017ee na\u0161e vod\u00e1rensk\u00e9 objekty s\u00fa umiestnen\u00e9 na miestach so zl\u00fdm pr\u00edstupom ku komunika\u010dnej sieti alebo s\u00fa bez mo\u017enosti napojenia sa na zdroj elektrickej energie. Postupnou moderniz\u00e1ciou dispe\u010dersk\u00e9ho riadiaceho syst\u00e9mu, dop\u013a\u0148an\u00edm a roz\u0161irovan\u00edm prenosov z na\u0161ich objektov chceme vytvori\u0165 z\u00e1klad pre bud\u00face pou\u017eitie AI technol\u00f3gie. V\u0161etko sa ale odv\u00edja od finan\u010dn\u00fdch prostriedkov, ke\u010f\u017ee zav\u00e1dzanie prvkov AI technol\u00f3gie vy\u017eaduje kvalitn\u00e9 vstupn\u00e9 d\u00e1ta a funk\u010dn\u00e9 radiace prvky\u201c.<\/em><\/p>\n\n\n\n

Tento pr\u00edstup zd\u00f4raz\u0148uje nevyhnutnos\u0165 invest\u00edci\u00ed do infra\u0161trukt\u00fary pre \u00faspe\u0161n\u00fa implement\u00e1ciu AI.

\n<\/p>\n\n\n
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\nVVS, a.s. sa stala prvou vod\u00e1renskou spolo\u010dnos\u0165ou v\u00a0Eur\u00f3pe, ktor\u00e1 uviedla do \u017eivota \u010distiare\u0148 odpadov\u00fdch v\u00f4d bez kanaliz\u00e1cie s pou\u017eit\u00edm unik\u00e1tnej WTR technol\u00f3gie, ktor\u00e1 je z\u00e1rove\u0148 riaden\u00e1 umelou inteligenciou.
\n<\/blockquote><\/div>\n\n\n\n\n
\n\n\n\n\n

Inovat\u00edvne projekty a bud\u00facnos\u0165 AI vo vod\u00e1renstve<\/h4>\n\n\n\n

Ing. Stanislav \u0160ev\u010d\u00edk, v\u00fdrobno-technick\u00fd riadite\u013e V\u00fdchodoslovenskej vod\u00e1renskej spolo\u010dnosti (VVS), poukazuje na inovat\u00edvne projekty vyu\u017e\u00edvaj\u00face AI:<\/strong><\/p>\n\n\n\n

\u201eNa\u0161a spolo\u010dnos\u0165 od svojho vzniku v roku 2003 pre\u0161la ve\u013ek\u00fdm progresom a moderniz\u00e1ciou. U\u017e od za\u010diatku sme intenz\u00edvne pracovali na zav\u00e1dzan\u00ed inovat\u00edvnych technol\u00f3gi\u00ed a postupov s cie\u013eom zabezpe\u010di\u0165 nielen skvalit\u0148ovanie na\u0161ich slu\u017eieb verejnosti, ale aj pr\u00e1ce na\u0161ich zamestnancov. Zatia\u013e \u010do v po\u010diatkoch sme disponovali len obmedzenou v\u00fdpo\u010dtovou technikou, v s\u00fa\u010dasnosti v\u00fdrazne napredujeme a sme dokonca v niektor\u00fdch oblastiach doslova priekopn\u00edkom. Ak je re\u010d o umelej inteligencii a jej vyu\u017eit\u00ed, n\u00e1\u0161 ned\u00e1vny projekt \u010distiarne odpadov\u00fdch v\u00f4d v Sver\u017eove je toho jasn\u00fdm d\u00f4kazom. VVS, a.s. sa stala v\u010faka nemu prvou vod\u00e1renskou spolo\u010dnos\u0165ou v Eur\u00f3pe, ktor\u00e1 uviedla do \u017eivota \u010distiare\u0148 odpadov\u00fdch v\u00f4d bez kanaliz\u00e1cie s pou\u017eit\u00edm unik\u00e1tnej WTR technol\u00f3gie, ktor\u00e1 je z\u00e1rove\u0148 riaden\u00e1 umelou inteligenciou. Rozhodne pl\u00e1nujeme v podobn\u00fdch, ale aj \u010fal\u0161\u00edch nov\u00fdch projektoch pokra\u010dova\u0165 a samozrejme aj za vyu\u017eitia umelej inteligencie. Pozorne preto sledujeme v\u0161etky technologick\u00e9 novinky a neust\u00e1le pracujeme na pl\u00e1novan\u00ed ich aplik\u00e1cie v na\u0161ej vod\u00e1renskej spolo\u010dnosti.\u201d<\/em>
Tento projekt demon\u0161truje potenci\u00e1l AI v oblasti odpadov\u00e9ho hospod\u00e1rstva a nazna\u010duje smerovanie bud\u00facich inov\u00e1ci\u00ed vo vod\u00e1renstve.
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Bud\u00facnos\u0165 vod\u00e1renstva s AI<\/h4>\n\n\n\n

Integr\u00e1cia umelej inteligencie do vod\u00e1rensk\u00e9ho sektora predstavuje v\u00fdznamn\u00fd krok smerom k moderniz\u00e1cii a efektivite. AI umo\u017e\u0148uje lep\u0161ie predikcie, optimaliz\u00e1ciu procesov a r\u00fdchlej\u0161iu reakciu na vzniknut\u00e9 probl\u00e9my. S pokra\u010duj\u00facim v\u00fdvojom technol\u00f3gi\u00ed a zvy\u0161uj\u00facou sa dostupnos\u0165ou kvalitn\u00fdch d\u00e1t m\u00f4\u017eeme o\u010dak\u00e1va\u0165, \u017ee AI bude hra\u0165 \u010doraz d\u00f4le\u017eitej\u0161iu \u00falohu v zabezpe\u010dovan\u00ed spo\u013eahliv\u00fdch a udr\u017eate\u013en\u00fdch vod\u00e1rensk\u00fdch slu\u017eieb pre spolo\u010dnos\u0165.<\/p>\n\n\n\n

Z\u00e1ver<\/h4>\n\n\n\n

Implement\u00e1cia umelej inteligencie vo vod\u00e1renstve na Slovensku prin\u00e1\u0161a mno\u017estvo v\u00fdhod, od efekt\u00edvnej\u0161ieho riadenia zdrojov po zlep\u0161enie kvality slu\u017eieb. Spolupr\u00e1ca medzi vod\u00e1rensk\u00fdmi spolo\u010dnos\u0165ami a akademickou sf\u00e9rou, ako aj invest\u00edcie do infra\u0161trukt\u00fary, s\u00fa k\u013e\u00fa\u010dov\u00e9 pre \u00faspe\u0161n\u00e9 vyu\u017eitie t\u00fdchto technol\u00f3gi\u00ed. Pokra\u010duj\u00faci v\u00fdvoj a adapt\u00e1cia AI vo vod\u00e1renstve s\u013eubuj\u00fa pozit\u00edvne zmeny pre cel\u00fd sektor. Umel\u00e1 inteligencia je teda mocn\u00fdm n\u00e1strojom s obrovsk\u00fdm potenci\u00e1lom, ale je nevyhnutn\u00e9 pristupova\u0165 k jej v\u00fdvoju a implement\u00e1cii s opatrnos\u0165ou, aby sme minimalizovali rizik\u00e1 a maximalizovali pr\u00ednosy pre spolo\u010dnos\u0165.

Adriana B\u00e1lintov\u00e1
Foto: arch\u00edv redakcie, Shutterstock<\/p>\n","protected":false},"excerpt":{"rendered":"

Umel\u00e1 inteligencia vo vod\u00e1renstve Umel\u00e1 inteligencia (AI) je jedn\u00fdm z najv\u00fdznamnej\u0161\u00edch technologick\u00fdch pokrokov 21. storo\u010dia. 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