Occupancy forecasttent="Occupancy forecasting is a central element of load management in swimming pool technology for the control of HVAC systems and water treatment installations."> <link rel="canonical" href="https://stromfee-mauritius.ai/en/glaesern/piscine/wizards/belegungsprognose/"> <script type="application/ld+json">{"@context": "https://schema.org", "@type": "Article", "headline": "How does an occupancy forecast work in swimming pool operations?", "mainEntityOfPage": "https://stromfee-mauritius.ai/glaesern/piscine/wizards/belegungsprognose/", "description": "Occupancy forecast — Component in swimming pool operation (Control & Load Management trade). Regulatory framework: Building services / Energy efficiency."}</script> <script type="application/ld+json">{"@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [{"@type": "Question", "name": "What is an occupancy forecast in the operation of a swimming pool?", "acceptedAnswer": {"@type": "Answer", "text": "It is the calculated forecast of the number of people in the pool area to proactively manage HVAC systems and water treatment."}}, {"@type": "Question", "name": "How is the occupancy forecast implemented technically?", "acceptedAnswer": {"@type": "Answer", "text": "It is generally based on a combination of historical data, real-time data from counting systems, and scheduling analysis in Building Management Systems (BMS)."}}, {"@type": "Question", "name": "Why is a forecast important for load management?", "acceptedAnswer": {"@type": "Answer", "text": "It allows for the exploitation of the building's thermal inertia and ensures heating systems are only started during actual occupancy."}}, {"@type": "Question", "name": "From what point is an occupancy forecast relevant?", "acceptedAnswer": {"@type": "Answer", "text": "It becomes relevant when energy costs for air treatment or water heating represent a significant portion of the total operating budget."}}, {"@type": "Question", "name": "How does the forecast influence energy efficiency?", "acceptedAnswer": {"@type": "Answer", "text": "By avoiding continuous full-power operation during low attendance, specific energy consumption per swimmer is significantly reduced."}}, {"@type": "Question", "name": "Which sensor data are integrated into the calculation?", "acceptedAnswer": {"@type": "Answer", "text": "Typically, counting data, timestamps, ambient temperature, and air humidity are used to validate the model."}}]}</script> 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class="wrap navrow"> <a class="brand" href="/glaesern/piscine/">18| ◈ Transparent pool</a> <nav class="nlinks"><a href="/glaesern/piscine/">All trades</a> <a href="https://stromfee-mauritius.ai/glaesern/piscine/steuerung.html">Control & Load Management</a></nav> <a class="navcta" href="#kontakt">System check →</a></div></header> <div class="hero-w"><h1> Belegungsprognose </h1><p>Component Wizard · Control & Load Management</p> </div> <div class="wiz-wrap"> <div id="steps"> <div class="st" data-s="1"><span class="no">1</span> Comprendre </div> <div class="st" data-s="2"><span class="no">2</span>Live view</div> <div class="st" data-s="3"><span class="no">3</span>What the AI does</div> <div class="st" data-s="4"><span class="no">4</span>Your benefit</div> </div> <div id="body"></div> </div> <div class="sec"><div class="block"><h3>Connection established — read-only</h3><p class="step-p">Value comes from<b>Modbus TCP · BMS · Dosing technology</b>of the system —<b>read, not controlled</b>. Everything is<b>in-house</b>calculated, nothing leaves the house. No obligation to transmit operational data.</p></div><div class="block"><h3>Your own pool LLM — offline</h3><p class="step-p">Natural language questions, answered by AI<b>Your own system data</b>— local, no Cloud. The AI runs in-house; the installation remains private.</p></div><div class="note"><b>Regulatory framework:</b>Installation technology / Energy efficiency</div><div class="block"><h3>Link to the entire system</h3><p class="step-p">Filtration, heating, water treatment and ventilation are linked — AI considers the pool as a system.</p><div style="display:flex;gap:.6rem;flex-wrap:wrap;margin-top:.6rem"><a href="/glaesern/bess/" style="font-size:.85rem;padding:.4rem .9rem;border:1px solid var(--border);border-radius:999px;text-decoration:none;color:var(--accent)">BESS in glass →</a><a href="/glaesern/hotel/" style="font-size:.85rem;padding:.4rem .9rem;border:1px solid var(--border);border-radius:999px;text-decoration:none;color:var(--accent)">Glass hotel →</a></div></div></div><div class="sec faqsec"><h2>FAQ</h2><details><summary>What is an occupancy forecast in swimming pool operation?</summary><div class="faq-a">It refers to the calculated forecast of the number of people in the pool area in order to proactively manage HVAC systems and water treatment.</div></details><details><summary>How is the occupancy forecast technically implemented?</summary><div class="faq-a">It is generally based on a combination of historical data, real-time data from counting systems, and scheduling analysis in building management systems (BMS).</div></details><details><summary>Why is a forecast important for load management?</summary><div class="faq-a">It allows for the exploitation of the building's thermal inertia and ensures that heating systems are only started during actual occupancy.</div></details><details><summary>From what point is an occupancy forecast relevant?</summary><div class="faq-a">It becomes relevant when energy costs for air treatment or water heating represent a significant portion of the total operating budget.</div></details><details><summary>How does forecasting influence energy efficiency?</summary><div class="faq-a">By avoiding continuous full-power operation during low attendance, specific energy consumption per swimmer is significantly reduced.</div></details><details><summary>What sensor data is integrated into the calculation?</summary><div class="faq-a">Typically, counting data, timestamps, ambient temperature and air humidity are used to validate the model.</div></details></div> <footer class="site"><div class="wrap"> <div class="fbrand">◈ Transparent pool</div> <p class="fclaim">Connected in read-only mode · local calculation · no Cloud. The installation remains in-house.</p> <nav class="flinks"><a href="/glaesern/piscine/">All trades</a> <a href="https://stromfee-mauritius.ai/glaesern/piscine/steuerung.html">Control & Load Management</a> <a href="https://bhkw-anlagen.com/impressum.html">Legal notice</a> <a href="https://bhkw-anlagen.com/datenschutz.html">Data protection</a></nav> <div class="fcopy">© 2026 HR Energiemanagement GmbH · 32257 Bünde · +49 5223 4921030</div> </div></footer> <script> var state={step:1}; function li(t){return '<li>'+t+'</li>';} function nav(s){var b=s>1?'<button class="wiz-back" onclick="go('+(s-1)+')">← Back</button>':'<span></span>'; var n=s<4?'<button class="wiz-next" onclick="go('+(s+1)+')">Next →</button>':'<button class="wiz-next" onclick="go(1)">From the beginning</button>'; return '<div class="wiz-nav">'+b+n+'</div>';} function step1(){return '<div class="step-grid"><img class="step-img" src="../img/steuerung.jpg" alt="Occupancy forecast">'+ '<div><p class="step-kicker">Step 1 · Understand</p><h2 class="step-h">What is an occupancy forecast?</h2>>'+ '<p class="step-p">The occupancy forecast is a central element of load management in swimming pool technology for controlling HVAC systems and water treatment plants. It enables the precise adjustment of energy use to the actual frequency of users in the pool area. By coupling forecast data with control algorithms, demand-based provision of heat and air quality is ensured.</p></div></div>'+nav(1);} function step2(){return '<div class="step-grid"><div><p class="step-kicker">Step 2 · See live</p><h2 class="step-h">No own register — honestly</h2><p class="step-p">For this component, <b>no own register</b> is connected; therefore, no example value is intentionally provided here. Where the system measures, the value is read as read-only and calculated in-house. It becomes visible via the connected components.</p></div><img class="step-img" src="../img/steuerung.jpg" alt="System"></div>'+nav(2);} function step3(){return '<div class="step_grid"><div><p class="step-kicker">Step 3 · What the AI does</p>'+ '<h2 class="step-h">What the AI reads from this component</h2><ul class="chk">'+li('Detection of <b>peak loads</b> to avoid overdimensioning of heating systems.')+li('Identification of <b>idle running phases</b> to reduce unnecessary energy consumption.')+li('Analysis of <b>visitor flows</b> as an early indicator for the necessary control of air humidity.')+li('Monitoring of <b>operating cycles</b> to optimise maintenance intervals for pumps.')+'</ul></div>'+ '<img class="step-img" src="../img/steuerung.jpg" alt="AI monitors">1234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567890123456789012345678901234567'+ '<div class="szenE-grid"><div><p class="mon">Monitored: peak loads, operating hours, occupancy</p>'+ '<p class="step-p"><b>The scenario:</b> All pumps and heating simultaneously — unnecessary power peaks. The price of power is calculated based on the maximum annual value<br>'+ '<b>The AI:</b> The AI staggers the consumers, lowers the peak, and adjusts night set-back according to occupancy. <b>It identifies the trend before the limit is reached.</</b></p></div></div>'+nav(3);} function step4(){return '<p class="step_kicker">Step 4 · Your benefit</p><h2 class="step-h">Why does this matter?</h2>>'+ '<div class="benefit"><h3>A precise occupancy forecast reduces operating costs through demand-based control and extends the lifespan of components.</h3><p>The reduction of incorrect controls minimizes material wear on valves and pumps. Furthermore, compliance with air quality (air exchange rate) is ensured despite fluctuating numbers of people.</p></div>'+ '<div class="calcbox"><p class="step-p">avoided peak (kW) <input id="c0" type="number" step="any" value="30" oninput="r()"> · power price ( Rs/kW·a) <input id="c1" type="number" step="any" value="120" oninput="r()"> → <b><span id="o" style="color:var(--accent)">—</span> €/year</b></p>'+ '<p class="mon" style="margin-top:.5rem">Calculation: Clipped peak × power price — the power price is based on the annual maximum value.</p></div>'+nav(4);} function r(){var v=[];for(var i=0;i<2;i++){var e=document.getElementById('c'+i);v.push(e?parseFloat(e.value)||0:0);}'o');if(o)o.textContent=(Math.round(res*100)/100).toLocaleString('de-DE');}'body').innerHTML=state.step===1?step1():state.step===2?step2():state.step===3?step3():step4();'#steps .st').forEach(function(el){var n=+el.getAttribute('data-s');el.classList.toggle('on',n===state.step);el.classList.toggle('done',n<state.step);});'smooth'});} document.querySelectorAll('#steps .st').forEach(function(el){el.style.cursor='pointer';el.onclick=function(){go(+el.getAttribute('data-s'));};}); render(); </script></body></html>