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	<title>Biogas Community | Hatem | Activity</title>
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				<title>Hatem replied to the discussion How to Rebalance a Digester Based on VFA Patterns ? in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/how-to-rebalance-a-digester-based-on-vfa-patterns/#post-47462</link>
				<pubDate>Fri, 06 Mar 2026 16:18:51 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/how-to-rebalance-a-digester-based-on-vfa-patterns/#post-47462"><span class="bb-reply-lable">Reply to</span> How to Rebalance a Digester Based on VFA Patterns ?</a></p> <div class="bb-content-inr-wrap"><p>Dave, </p>
<p>The microbial community must be functionally adapted, not just active. I agree that u<span>sing the same inoculum from a BMP test to start a plant is not practical and this is why:</span></p>
<p><span>1- The microbial community may not be adapted to the plant feedstock or process conditions.</span></p>
<p>2- Industrial start-up usually requires large volumes of digestate from&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-10240"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/how-to-rebalance-a-digester-based-on-vfa-patterns/#post-47462" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem replied to the discussion Is biogas production efficient? in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/is-biogas-production-efficient/#post-47432</link>
				<pubDate>Thu, 05 Mar 2026 20:28:28 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/is-biogas-production-efficient/#post-47432"><span class="bb-reply-lable">Reply to</span> Is biogas production efficient?</a></p> <div class="bb-content-inr-wrap"><p>Agree. </p>
<p>The BMP test provides the ground truth on the actual methane potential and biodegradability of the feedstock. Using our analysis tool, the BMP curve is fitted to appropriate kinetic models to determine the key degradation parameters, particularly the substrate conversion and methane production rates. These calibrated kinetic parameters&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-10212"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/is-biogas-production-efficient/#post-47432" rel="nofollow"> Read more</a></span></p>
<div class="bb-link-preview-container"><div class="bb-link-preview-image"><div class="bb-link-preview-image-cover"><a href="https://sites.google.com/gazeol.com/about-us/broshures_brochures/plug-flow-reactor" target="_blank"><img src="https://lh3.googleusercontent.com/sitesv/APaQ0SSkX-D58TD3FlBXJ26LBwGOeUibnMctaxL6ff2jHsQZ-qElRa5Efq1rG2DULqre4w7ZTd_d6xnL06Oo10hASWHWTXfc1EutM5tEKN2tfCUVv7QC_GBZAdMJ5QK1IuwDwQzsyR7K5R-s-itQ4S3fiz211du4juI6f4JwWc3fCiwjbiFJVhDsSjpJJIk=w16383" /></a></div></div><div class="bb-link-preview-info"><p class="bb-link-preview-link-name">sites.google.com</p><p class="bb-link-preview-title"><a href="https://sites.google.com/gazeol.com/about-us/broshures_brochures/plug-flow-reactor" target="_blank" rel="nofollow">hatem.yazidi@gazeol.com - Plug Flow Reactor</a></p><div class="bb-link-preview-excerpt"><p>hatem.yazidi@gazeol.com - Plug Flow Reactor</p></div></div></div></div>]]></content:encoded>
				
				
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				<title>Hatem replied to the discussion ADM1: A Digital Twin of the Biogas Digestion Process in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/adm1-a-digital-twin-of-the-biogas-digestion-process/#post-47404</link>
				<pubDate>Thu, 05 Mar 2026 15:10:55 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/adm1-a-digital-twin-of-the-biogas-digestion-process/#post-47404"><span class="bb-reply-lable">Reply to</span> ADM1: A Digital Twin of the Biogas Digestion Process</a></p> <div class="bb-content-inr-wrap"><p>We have developed a GUI (python based) version that makes working with ADM1 simple and intuitive. Feel free to contact me if you would like a demonstration.</p>
<p><a target='_blank' href="https://sites.google.com/gazeol.com/about-us/broshures_brochures/adm1_gui" rel="nofollow">https://sites.google.com/gazeol.com/about-us/broshures_brochures/adm1_gui</a></p>
<div class="bb-link-preview-container"><div class="bb-link-preview-image"><div class="bb-link-preview-image-cover"><a href="https://sites.google.com/gazeol.com/about-us/broshures_brochures/adm1_gui" target="_blank"><img src="https://lh3.googleusercontent.com/sitesv/APaQ0SSHl789OEJOxc7sdHRmb9Xa2lHJwaHKV1NsgAIEkvCePZWHSw0h_a6YhUKOVfntsSt1C1VvjRA1zfRElAyZGCHm8tDA1wSHhmpwWwJ_K688rSFvi1f0qOojOlsv3beDiakV6_mnH1ssVT6Td370ow9fU7x76ZDla578TsjcB13NpsFj3ya3PyQk6V0=w16383" /></a></div></div><div class="bb-link-preview-info"><p class="bb-link-preview-link-name">sites.google.com</p><p class="bb-link-preview-title"><a href="https://sites.google.com/gazeol.com/about-us/broshures_brochures/adm1_gui" target="_blank" rel="nofollow">hatem.yazidi@gazeol.com - ADM1_GUI</a></p><div class="bb-link-preview-excerpt"><p>A Python code was created to make this plot. The Python code simulates the natural decomposition of organic material under anaerobic conditions, mimicking processes that occur in nature. Specifically, it models how a given mixture of substrates, such as monosaccharides, &hellip; <a class="activity-link-preview-more" href="https://sites.google.com/gazeol.com/about-us/broshures_brochures/adm1_gui" target="_blank" rel="nofollow">Continue reading</a></p></div></div></div></div>]]></content:encoded>
				
				
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				<title>Hatem replied to the discussion How to produce cheaper biogas? in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/how-to-produce-cheaper-biogas/#post-47402</link>
				<pubDate>Thu, 05 Mar 2026 15:06:08 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/how-to-produce-cheaper-biogas/#post-47402"><span class="bb-reply-lable">Reply to</span> How to produce cheaper biogas?</a></p> <div class="bb-content-inr-wrap"><p>Maximum ROI which means less CAPEX and OPEX. So they are tightly related. </p>
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				<title>Hatem replied to the discussion How to Rebalance a Digester Based on VFA Patterns ? in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/how-to-rebalance-a-digester-based-on-vfa-patterns/#post-47401</link>
				<pubDate>Thu, 05 Mar 2026 15:02:23 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/how-to-rebalance-a-digester-based-on-vfa-patterns/#post-47401"><span class="bb-reply-lable">Reply to</span> How to Rebalance a Digester Based on VFA Patterns ?</a></p> <div class="bb-content-inr-wrap"><p>The inoculum is important in a such rebalancing. Selecting an appropriate inoculum is a critical factor for the stability and performance of an anaerobic digestion (AD) process. In particular, H₂-adapted microbial consortia can prevent thermodynamic inhibition associated with hydrogen accumulation during biomethanation. Studies show that when&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-10188"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/how-to-rebalance-a-digester-based-on-vfa-patterns/#post-47401" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem started the discussion How to Rebalance a Digester Based on VFA Patterns ? in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/how-to-rebalance-a-digester-based-on-vfa-patterns/</link>
				<pubDate>Wed, 04 Mar 2026 17:52:49 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/how-to-rebalance-a-digester-based-on-vfa-patterns/">How to Rebalance a Digester Based on VFA Patterns ?</a></p> <div class="bb-content-inr-wrap"><p>What indicators and monitoring strategies can be used to predict VFA accumulation in anaerobic digestion before it occurs, and how can these signals be interpreted to prevent process imbalance?</p>
<p>Specifically, how to rebalance : </p>
<p>High propionate → methanogenic inhibition (ammonia, overload, temperature shock) &#8212; very slow in degradation</p>
<p>High butyrate&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-10130"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/how-to-rebalance-a-digester-based-on-vfa-patterns/" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem replied to the discussion How to produce cheaper biogas? in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/how-to-produce-cheaper-biogas/#post-47328</link>
				<pubDate>Wed, 04 Mar 2026 17:40:44 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/how-to-produce-cheaper-biogas/#post-47328"><span class="bb-reply-lable">Reply to</span> How to produce cheaper biogas?</a></p> <div class="bb-content-inr-wrap"><p>Hi, </p>
<p>I think a<span> digester is only as stable as the substrate it receives. Full characterization—BMP, C/N ratio, macro‑ and micronutrients, inhibitors, biodegradability fractions—allows operators to design the process around real biological needs rather than assumptions. When this step is done well, the system rarely requires interventions later,&hellip;</span></p>
<p><span class="activity-read-more" id="activity-read-more-10127"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/how-to-produce-cheaper-biogas/#post-47328" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem replied to the discussion Balancing Digester Microbiology in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/balancing-digester-microbiology/#post-47312</link>
				<pubDate>Wed, 04 Mar 2026 15:56:57 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/balancing-digester-microbiology/#post-47312"><span class="bb-reply-lable">Reply to</span> Balancing Digester Microbiology</a></p> <div class="bb-content-inr-wrap"><p>When additives become unnecessary</p>
<p>If the pre‑analysis is done properly, many digesters do not require routine trace element dosing. This is especially true when:</p>
<p>1- Feedstock BMP, macro‑ and micro‑nutrient profiles are fully characterized.</p>
<p>2- The digester is modeled numerically to predict nutrient sufficiency under different OLR and HRT&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-10115"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/balancing-digester-microbiology/#post-47312" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem replied to the discussion AD scaling up - Sensitive parameters in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/ad-scaling-up-sensitive-parameters/#post-47303</link>
				<pubDate>Wed, 04 Mar 2026 15:40:04 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/ad-scaling-up-sensitive-parameters/#post-47303"><span class="bb-reply-lable">Reply to</span> AD scaling up - Sensitive parameters</a></p> <div class="bb-content-inr-wrap"><p>Hi, <br />Scaling up an anaerobic digester introduces biological challenges that do not appear at pilot scale, even when the mechanical design is perfectly adapted. One reason is that the microbial communities react to physical and chemical gradients in ways that are nonlinear and difficult to predict without advanced modeling. In&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-10112"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/ad-scaling-up-sensitive-parameters/#post-47303" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem replied to the discussion Sensitivity Analysis in Anaerobic Digestion in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/sensitivity-analysis-in-anaerobic-digestion/#post-47297</link>
				<pubDate>Wed, 04 Mar 2026 15:29:48 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/sensitivity-analysis-in-anaerobic-digestion/#post-47297"><span class="bb-reply-lable">Reply to</span> Sensitivity Analysis in Anaerobic Digestion</a></p> <div class="bb-content-inr-wrap"><p>Operators in biogas plants juggle a wide range of responsibilities—loading feedstock, handling mechanical issues, responding to alarms, and managing day‑to‑day variability. Most come from mechanical or industrial backgrounds and are later introduced to the complexities of bioprocess engineering. What they consistently express is the need for&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-10108"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/sensitivity-analysis-in-anaerobic-digestion/#post-47297" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem started the discussion ADM1: A Digital Twin of the Biogas Digestion Process in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/adm1-a-digital-twin-of-the-biogas-digestion-process/</link>
				<pubDate>Tue, 03 Mar 2026 18:09:20 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/adm1-a-digital-twin-of-the-biogas-digestion-process/">ADM1: A Digital Twin of the Biogas Digestion Process</a></p> <div class="bb-content-inr-wrap"><p><span>ADM1 is a scientific model that describes how organic waste is transformed into biogas inside an anaerobic digester, but in simple terms it works like a virtual digestion system: you feed it waste, and it predicts how bacteria break it down step by step, how much methane and CO₂ are produced, and how the internal chemistry evolves over time. It&hellip;</span></p>
<p><span class="activity-read-more" id="activity-read-more-10054"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/adm1-a-digital-twin-of-the-biogas-digestion-process/" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem started the discussion Optimizing Biogas Production: Choosing the Right Kinetic Model for Your BMP Data in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/optimizing-biogas-production-choosing-the-right-kinetic-model-for-your-bmp-data/</link>
				<pubDate>Tue, 03 Mar 2026 17:58:24 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/optimizing-biogas-production-choosing-the-right-kinetic-model-for-your-bmp-data/">Optimizing Biogas Production: Choosing the Right Kinetic Model for Your BMP Data</a></p> <div class="bb-content-inr-wrap"><p>In BMP testing and biogas production, the choice of kinetic model depends directly on the observed shape of the production curve. The First-Order model is simple and best suited for fast-degrading, homogeneous substrates, where gas production rises steadily without a lag. The Gompertz model captures an S-shaped curve with a lag phase, making&hellip;<span class="activity-read-more" id="activity-read-more-10052"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/optimizing-biogas-production-choosing-the-right-kinetic-model-for-your-bmp-data/" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem started the discussion Sensitivity Analysis in Anaerobic Digestion in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/sensitivity-analysis-in-anaerobic-digestion/</link>
				<pubDate>Tue, 03 Mar 2026 14:19:23 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/sensitivity-analysis-in-anaerobic-digestion/">Sensitivity Analysis in Anaerobic Digestion</a></p> <div class="bb-content-inr-wrap"><p>In the inherently complex and dynamic process of biogas production—where multiple interacting parameters govern both methane yield and process stability—and where developing operational intuition requires years of experience while trial-and-error remains costly and unsystematic, how can numerical modeling redefine sensitivity analysis to&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-10034"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/sensitivity-analysis-in-anaerobic-digestion/" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem replied to the discussion Biology testing in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/biology-testing/#post-47140</link>
				<pubDate>Mon, 02 Mar 2026 16:51:23 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/biology-testing/#post-47140"><span class="bb-reply-lable">Reply to</span> Biology testing</a></p> <div class="bb-content-inr-wrap"><p>Hi Natalia, </p>
<p>Biology testing is essential for maximizing methane production in digesters, and BMP (Biochemical Methane Potential) tests are the key. They show the maximum methane a substrate can produce and reveal any inhibitory effects, like phenols or lignin, that could slow digestion.</p>
<p>At GazEoL Renouvelable, our BMP Analysis software makes&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-9962"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/biology-testing/#post-47140" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem replied to the discussion AD scaling up - Sensitive parameters in the forum Biogas &#38; RNG Online - March 2026</title>
				<link>https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/ad-scaling-up-sensitive-parameters/#post-47124</link>
				<pubDate>Mon, 02 Mar 2026 16:13:54 -0500</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/ad-scaling-up-sensitive-parameters/#post-47124"><span class="bb-reply-lable">Reply to</span> AD scaling up - Sensitive parameters</a></p> <div class="bb-content-inr-wrap"><p>Hi, <br />In scaling up an anaerobic reactor, understanding which parameters most affect stability is crucial, because hydrodynamic and mass-transfer limitations at commercial scale can amplify issues that were minor at lab scale, like substrate gradients, VFA accumulation, or inhibitory compounds. Using LIMUS-AI, we at GazEoL Renouvelable&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-9952"><a href="https://biogascommunity.com/groups/biogas-rng-online-march-2026/forum/discussion/ad-scaling-up-sensitive-parameters/#post-47124" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem posted an update in the group Anaerobic Digestion Numerical Modelling and AI: From Hydrolysis to Methanogenesis: Why Time Matters [&#133;]</title>
				<link>https://biogascommunity.com/news-feed/p/9328/</link>
				<pubDate>Mon, 23 Jun 2025 17:40:27 -0400</pubDate>

									<content:encoded><![CDATA[<p>From Hydrolysis to Methanogenesis: Why Time Matters in Anaerobic Digestion</p>
<p>In the world of biomethane production, we often focus on feedstock quality, reactor design, or microbial efficiency. But one element that&#8217;s just as critical—yet often underestimated—is time.</p>
<p>Anaerobic digestion (AD) is a multi-phase process where organic matter is broken&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-9328"><a href="https://biogascommunity.com/news-feed/p/9328/" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem posted an update in the group Anaerobic Digestion Numerical Modelling and AI:  Introducing the Professional Biogas SBR Simulator – [&#133;]</title>
				<link>https://biogascommunity.com/news-feed/p/9314/</link>
				<pubDate>Tue, 17 Jun 2025 14:05:17 -0400</pubDate>

									<content:encoded><![CDATA[<p> Introducing the Professional Biogas SBR Simulator – Powered by Python</p>
<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-</p>
<p>I &#8211; Key Features:</p>
<p>1- Step-by-step simulation: Fill &#8212;&gt; React &#8212;&gt; Settle &#8212;&gt; Decant</p>
<p>2- Real-time visualization of methane production &amp; COD degradation</p>
<p>3- Adjustable parameters: COD, volume,&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-9314"><a href="https://biogascommunity.com/news-feed/p/9314/" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem replied to the discussion The OLR vs the Biogas Plant stability in the forum Anaerobic Digestion Numerical Modelling and AI</title>
				<link>https://biogascommunity.com/groups/anaerobic-digestion-numerical-modelling-and-ai/forum/discussion/the-olr-vs-the-biogas-plant-stability/#post-45012</link>
				<pubDate>Tue, 17 Jun 2025 12:29:14 -0400</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/anaerobic-digestion-numerical-modelling-and-ai/forum/discussion/the-olr-vs-the-biogas-plant-stability/#post-45012"><span class="bb-reply-lable">Reply to</span> The OLR vs the Biogas Plant stability</a></p> <div class="bb-content-inr-wrap"><p>At GazEoL, we support our clients in this process by applying AI and advanced numerical modelling. This allows us to simulate plant behavior, identify optimal operating conditions, and detect early signs of instability with greater accuracy and confidence.</p>
<p>Thanks again for your question!</p>
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				<title>Hatem replied to the discussion The OLR vs the Biogas Plant stability in the forum Anaerobic Digestion Numerical Modelling and AI</title>
				<link>https://biogascommunity.com/groups/anaerobic-digestion-numerical-modelling-and-ai/forum/discussion/the-olr-vs-the-biogas-plant-stability/#post-45011</link>
				<pubDate>Mon, 16 Jun 2025 17:45:37 -0400</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/anaerobic-digestion-numerical-modelling-and-ai/forum/discussion/the-olr-vs-the-biogas-plant-stability/#post-45011"><span class="bb-reply-lable">Reply to</span> The OLR vs the Biogas Plant stability</a></p> <div class="bb-content-inr-wrap"><p>Good Question Natalia. </p>
<p>Specifically, determining whether the Organic Loading Rate (OLR) is optimal best :</p>
<p>During the design stage of the biogas plant—closely linked with the Biochemical Methane Potential (BMP) test—as well as during start-up, after changes in feedstock, before scaling up, following operational interruptions, or when signs of&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-9312"><a href="https://biogascommunity.com/groups/anaerobic-digestion-numerical-modelling-and-ai/forum/discussion/the-olr-vs-the-biogas-plant-stability/#post-45011" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem started the discussion The OLR vs the Biogas Plant stability in the forum Anaerobic Digestion Numerical Modelling and AI</title>
				<link>https://biogascommunity.com/groups/anaerobic-digestion-numerical-modelling-and-ai/forum/discussion/the-olr-vs-the-biogas-plant-stability/</link>
				<pubDate>Sun, 15 Jun 2025 18:50:04 -0400</pubDate>

									<content:encoded><![CDATA[<p class = "activity-discussion-title-wrap"><a href="https://biogascommunity.com/groups/anaerobic-digestion-numerical-modelling-and-ai/forum/discussion/the-olr-vs-the-biogas-plant-stability/">The OLR vs the Biogas Plant stability</a></p> <div class="bb-content-inr-wrap"><p><span>To determin whether the Organic Loading Rate (OLR) is optimal you need to involve a combination of process monitoring, performance indicators, and operational experience.</span></p>
<p>An optimal OLR is one that maximizes biogas yield and process efficiency without causing instability in the anaerobic digestion system.</p>
<p>I- Indicators of an Optimal OLR</p>
<p>1-&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-9309"><a href="https://biogascommunity.com/groups/anaerobic-digestion-numerical-modelling-and-ai/forum/discussion/the-olr-vs-the-biogas-plant-stability/" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem posted an update in the group Anaerobic Digestion Numerical Modelling and AI: BMP (Biochemical Methane Potential) testing is essential [&#133;]</title>
				<link>https://biogascommunity.com/news-feed/p/9308/</link>
				<pubDate>Sun, 15 Jun 2025 00:50:13 -0400</pubDate>

									<content:encoded><![CDATA[<p>BMP (Biochemical Methane Potential) testing is essential in informing Hydraulic Retention Time (HRT) for anaerobic digestion (AD) system design. Here’s a breakdown of how BMP data directly relates to HRT:</p>
<p>What is HRT?</p>
<p>Hydraulic Retention Time (HRT) is the average time the liquid substrate remains in the digester. It’s a critical parameter&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-9308"><a href="https://biogascommunity.com/news-feed/p/9308/" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem posted an update in the group Anaerobic Digestion Numerical Modelling and AI: Introducing BioDigesterPro: Your Smart Assistant for [&#133;]</title>
				<link>https://biogascommunity.com/news-feed/p/9283/</link>
				<pubDate>Thu, 05 Jun 2025 14:13:06 -0400</pubDate>

									<content:encoded><![CDATA[<p></p>
<p>Introducing BioDigesterPro: Your Smart Assistant for Biogas Plant Design</p>
<p>Design Smarter. Calculate Faster. Optimize with Confidence.</p>
<p>Whether you&#8217;re a researcher, engineer, farmer, or sustainability consultant, BioDigesterPro is your go-to tool for fast, accurate, and user-friendly biogas production estimation and digester sizing.</p>
<p>&#8211;Key&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-9283"><a href="https://biogascommunity.com/news-feed/p/9283/" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem posted an update in the group Anaerobic Digestion Numerical Modelling and AI: =====================================Maximize [&#133;]</title>
				<link>https://biogascommunity.com/news-feed/p/9278/</link>
				<pubDate>Thu, 05 Jun 2025 12:19:42 -0400</pubDate>

									<content:encoded><![CDATA[<p>=====================================</p>
<p>Maximize Biogas Efficiency with Smart Feature Analysis</p>
<p>=====================================</p>
<p>Biogas production is vital for sustainable energy—but optimizing it requires knowing which factors matter most. Our applications are built to help researchers, industry professionals, students, lab techs, and plant&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-9278"><a href="https://biogascommunity.com/news-feed/p/9278/" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem posted an update in the group Anaerobic Digestion Numerical Modelling and AI: New Application using AI for Biogas prediction!!HumarAI [&#133;]</title>
				<link>https://biogascommunity.com/news-feed/p/9268/</link>
				<pubDate>Wed, 04 Jun 2025 11:25:26 -0400</pubDate>

									<content:encoded><![CDATA[<p>New Application using AI for Biogas prediction!!</p>
<p>HumarAI is your trusted partner in advanced data regression, purpose-built for optimizing biogas production. By integrating Principal Component Analysis (PCA) with Random Forest modeling, HumarAI delivers precise, actionable insights to support smarter, data-driven decisions.</p>
<p>&#x1f50d; Precision&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-9268"><a href="https://biogascommunity.com/news-feed/p/9268/" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem posted a new activity comment</title>
				<link>https://biogascommunity.com/news-feed/p/9198/#acomment-9202</link>
				<pubDate>Tue, 03 Jun 2025 16:26:32 -0400</pubDate>

									<content:encoded><![CDATA[<p>You&#8217;re welcome! Let me know if you have any questions or thoughts. &#x1f642;</p>
				<strong>In reply to</strong> -
					<a href="https://biogascommunity.com/people/gazeol-renouvelable_hatem/" data-bb-hp-profile="36866" rel="nofollow">Hatem</a> posted an update in the group <a href="https://biogascommunity.com/groups/anaerobic-digestion-numerical-modelling-and-ai/" data-bb-hp-group="62" rel="nofollow">Anaerobic Digestion Numerical Modelling and AI</a> <p>Dive into a user friendly biomethane potential (BMP) data with our intuitive BMP Analysis GUI! Tailored for [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>Hatem posted an update in the group Anaerobic Digestion Numerical Modelling and AI: Dive into a user friendly biomethane potential (BMP) [&#133;]</title>
				<link>https://biogascommunity.com/news-feed/p/9198/</link>
				<pubDate>Tue, 03 Jun 2025 16:14:23 -0400</pubDate>

									<content:encoded><![CDATA[<p>Dive into a user friendly biomethane potential (BMP) data with our intuitive BMP Analysis GUI! Tailored for researchers, scientists, and renewable energy enthusiasts, this user-friendly tool transforms your data into clear, meaningful visuals with ease.<br />&#8211; What Makes Our BMP Analysis Dashboard Special?<br />Clear Visualizations: Create professional&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-9198"><a href="https://biogascommunity.com/news-feed/p/9198/" rel="nofollow"> Read more</a></span></p>
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				<title>Hatem posted a new activity comment</title>
				<link>https://biogascommunity.com/news-feed/p/8945/#acomment-8958</link>
				<pubDate>Thu, 29 May 2025 16:07:38 -0400</pubDate>

									<content:encoded><![CDATA[<p>I’ve spent years working on co-digestion at various scales, from laboratory experiments to industrial applications. I&#8217;m based in Mont-Joli (QC), and if you’re ever in need of collaboration or support, feel free to reach out.<br /><a href="mailto:hatem.yazidi@gazeol.com" rel="nofollow">hatem.yazidi@gazeol.com</a></p>
				<strong>In reply to</strong> -
					<a href="https://biogascommunity.com/people/nbw/" data-bb-hp-profile="13" rel="nofollow">Natalia Bourenane</a> posted an update in the group <a href="https://biogascommunity.com/groups/biogas-rng-online-may-2025/" data-bb-hp-group="61" rel="nofollow">Biogas &amp; RNG Online – May 2025</a> <p>How does city of Quebec using digestate management solution from Fournier?</p><p>Watch the video from our visit to their [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>Hatem posted a new activity comment</title>
				<link>https://biogascommunity.com/news-feed/p/8831/#acomment-8839</link>
				<pubDate>Wed, 28 May 2025 15:35:27 -0400</pubDate>

									<content:encoded><![CDATA[<p>Thanks, Ryan.</p>
<p><span>When it comes to manure—one of the most universally available, affordable, and accessible substrates—I believe that, in a best-case scenario, on-site anaerobic digestion (AD) systems installed directly at farms or livestock facilities could offer a major advantage. By treating the manure at the source, these decentralized systems&hellip;</span></p>
<p><span class="activity-read-more" id="activity-read-more-8839"><a href="https://biogascommunity.com/news-feed/p/8831/#acomment-8839" rel="nofollow"> Read more</a></span></p>
				<strong>In reply to</strong> -
					<a href="https://biogascommunity.com/people/ryan_hart/" data-bb-hp-profile="43" rel="nofollow">Ryan</a> posted an update in the group <a href="https://biogascommunity.com/groups/biogas-rng-online-may-2025/" data-bb-hp-group="61" rel="nofollow">Biogas &amp; RNG Online – May 2025</a> <p>Hot off the Press!</p>

<p>Earlier this week, the IEA released the <a target='_blank' href="https://www.iea.org/reports/outlook-for-biogas-and-biomethane/key-findings" rel="nofollow">2025 Outlook for Biogas and Biomethane</a>. The report offers an overview of global [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>Hatem posted a new activity comment</title>
				<link>https://biogascommunity.com/news-feed/p/8835/#acomment-8837</link>
				<pubDate>Wed, 28 May 2025 15:25:11 -0400</pubDate>

									<content:encoded><![CDATA[<p>I was just wondering—are those plastic bags?</p>
				<strong>In reply to</strong> -
					<a href="https://biogascommunity.com/people/nbw/" data-bb-hp-profile="13" rel="nofollow">Natalia Bourenane</a> posted an update in the group <a href="https://biogascommunity.com/groups/biogas-rng-online-may-2025/" data-bb-hp-group="61" rel="nofollow">Biogas &amp; RNG Online – May 2025</a> <p>How does the depackaging machine work? &#8211; Twister In Action: Loading, Input and Output. </p><p><a target='_blank' href="https://www.youtube.com/watch?v=4gejj8rhZ9o" rel="nofollow">https://www.youtube.com/watch?v=4gejj8rhZ9o</a></p>					]]></content:encoded>
				
				
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				<title>Hatem posted a new activity comment</title>
				<link>https://biogascommunity.com/news-feed/p/8816/#acomment-8836</link>
				<pubDate>Wed, 28 May 2025 15:22:36 -0400</pubDate>

									<content:encoded><![CDATA[<p><span class="atwho-inserted"><a class='bp-suggestions-mention' data-bb-hp-profile='99' href='https://biogascommunity.com/people/anessa-inc/' rel="nofollow">@anessa.inc</a></span> Thanks <br />Hi, and thanks for your response — I completely agree that the integration can happen on multiple levels, especially in handling the complexity and parameter sensitivity of ADM1. </p>
<p>To address this, we&#8217;ve developed a graphical user interface (GUI) that makes using ADM1 highly user-friendly. </p>
<p>For our customer, the tool allows users&hellip;<span class="activity-read-more" id="activity-read-more-8836"><a href="https://biogascommunity.com/news-feed/p/8816/#acomment-8836" rel="nofollow"> Read more</a></span></p>
				<strong>In reply to</strong> -
					<a href="https://biogascommunity.com/people/anessa-inc/" data-bb-hp-profile="99" rel="nofollow">Madiha</a> posted an update in the group <a href="https://biogascommunity.com/groups/biogas-rng-online-may-2025/" data-bb-hp-group="61" rel="nofollow">Biogas &amp; RNG Online – May 2025</a> <p>Anessa’s AI-powered biological and digestate modelling offers a comprehensive, data-driven approach to understanding the core biological [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>Hatem posted a new activity comment</title>
				<link>https://biogascommunity.com/news-feed/p/8816/#acomment-8823</link>
				<pubDate>Wed, 28 May 2025 14:42:23 -0400</pubDate>

									<content:encoded><![CDATA[<p>Thanks Madiha for the information. <br />I am wondering, usually the simulation of conditions inside the anaerobic digester — like temperature, pH, and feedstock composition — traditionally relies on mechanistic models (e.g., ADM1). These models use biochemical equations to represent microbial processes. How do you see the role of artificial&hellip;</p>
<p><span class="activity-read-more" id="activity-read-more-8823"><a href="https://biogascommunity.com/news-feed/p/8816/#acomment-8823" rel="nofollow"> Read more</a></span></p>
				<strong>In reply to</strong> -
					<a href="https://biogascommunity.com/people/anessa-inc/" data-bb-hp-profile="99" rel="nofollow">Madiha</a> posted an update in the group <a href="https://biogascommunity.com/groups/biogas-rng-online-may-2025/" data-bb-hp-group="61" rel="nofollow">Biogas &amp; RNG Online – May 2025</a> <p>Anessa’s AI-powered biological and digestate modelling offers a comprehensive, data-driven approach to understanding the core biological [&hellip;]</p>					]]></content:encoded>
				
				
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				<title>Hatem posted a new activity comment</title>
				<link>https://biogascommunity.com/news-feed/p/8705/#acomment-8723</link>
				<pubDate>Tue, 27 May 2025 18:09:19 -0400</pubDate>

									<content:encoded><![CDATA[<p>Could it possibly visit this impressive biogas plant?</p>
				<strong>In reply to</strong> -
					<a href="https://biogascommunity.com/people/biogasworld_zoe/" data-bb-hp-profile="22453" rel="nofollow">Zoe</a> posted an update in the group <a href="https://biogascommunity.com/groups/biogas-rng-online-may-2025/" data-bb-hp-group="61" rel="nofollow">Biogas &amp; RNG Online – May 2025</a>					]]></content:encoded>
				
				
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