{"id":173291,"date":"2024-01-18T14:39:20","date_gmt":"2024-01-18T14:39:20","guid":{"rendered":"https:\/\/somosturistas.com.co\/inicio\/?p=173291"},"modified":"2026-04-27T17:57:00","modified_gmt":"2026-04-27T17:57:00","slug":"utilities-are-modernizing-the-grid-with-ai-amid-3","status":"publish","type":"post","link":"https:\/\/somosturistas.com.co\/inicio\/utilities-are-modernizing-the-grid-with-ai-amid-3\/","title":{"rendered":"Utilities Are Modernizing the Grid With AI Amid Growing Energy Demands"},"content":{"rendered":"<p><img decoding=\"async\" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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width=\"251px\" alt=\"machine learning in utilities\"\/><\/p>\n<p><p>At the biggest-picture level, AI is simply the capacity of machines and computers to mimic human behavior. Underneath that big umbrella definition, though, are machine learning technologies and sophisticated algorithms that help machines and computers work smarter and more effectively than us mere mortals. ML getting data from weather forecast machine, on-the-spot electricity prices machine and demand forecaster machine and automatically deciding pumping setpoints in order to save electricity, utilization of assets and ensure better water availability. Wastewater collection and conveyance systems are extremely important components of any nation\u2019s urban infrastructure.<\/p>\n<\/p>\n<p><h2>Slow client onboarding is costing you revenue.<\/h2>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"257px\" alt=\"machine learning in utilities\"\/><\/p>\n<p><p>&#8220;More utilities need to be very conscious about the investments they&#8217;re making,&#8221; Thadani told BI, adding that big capital  decisions must be &#8220;justified with data and evidence to show that ratepayer value.&#8221; The chatbot supports productivity, enhances safety, and streamlines performance by offering workers easy access to needed information. The platform assessed emissions data, prioritized repair areas, and dispatched crews promptly, helping to reduce greenhouse gas emissions.<\/p>\n<\/p>\n<ul>\n<li>Recent studies have explored machine learning (ML) approaches to improve stroke prediction in patients with AF\u00b9\u2075.<\/li>\n<li>Artificial intelligence is invited to create cost-effective strategies for scheduling the power consumption, with the potential savings of the consumer money, and accelerate decarbonization.<\/li>\n<li>This technology leverages real-time data, predictions, and automation to help companies optimize processes across customer service, maintenance, and system management.<\/li>\n<li>Despite that, only 6% of all energy efficiency spending is dedicated to low-income programs.<\/li>\n<\/ul>\n<p><h2>Applied AI in Energy and Utilities: Redesigning the Intelligence Layer of Global Power Systems<\/h2>\n<\/p>\n<p><p>This AI-driven approach improved maintenance accuracy, minimized emissions, and increased the reliability of the energy grid. This AI-driven approach  not only streamlined operations but also supported Con Edison\u2019s commitment to sustainability and customer-focused energy solutions. Developing new hardware, such as advanced cooling systems, investments in low-carbon materials, and increasing the role of nuclear power plants and renewable energy sources are also part of this effort. Challengers recognize that minimizing their models&#8217; energy consumption can become an important market differentiator for their products. Established tech giants like Google and Microsoft also experiment with solutions that optimize energy consumption despite growing workloads.<\/p>\n<\/p>\n<p><div style='text-align:center'><iframe width='568' height='316' src='https:\/\/www.youtube.com\/embed\/CiSaY2xl9V4' frameborder='0' alt='machine learning in utilities' allowfullscreen><\/iframe><\/div>\n<\/p>\n<p><h2>AI in Utilities: 10 Revolutionizing Use Cases Reshaping the Industry<\/h2>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"259px\" alt=\"machine learning in utilities\"\/><\/p>\n<p><p>One of the most significant impacts of AI and ML on the utilities industry is the ability to collect and analyze vast amounts of data. Smart meters, for example, can provide real-time information on energy consumption, allowing utilities to better manage their resources and reduce waste. ML algorithms can then analyze this data to identify patterns and trends, enabling utilities to make more informed decisions about how to allocate their resources.<\/p>\n<\/p>\n<p><h2>Startup to Watch: POWERCONNECT.AI<\/h2>\n<\/p>\n<p><p>Primary model performance was assessed using the AUROC, while the AUPRC was used to evaluate the trade-off between precision and recall in the context of class imbalance. Additional discrimination metrics at a <a href=\"http:\/\/www.portobellocc.org\/pccpn\/2015\/07\/21\/edinburgh-fuel-poverty-report-published\/\">http:\/\/www.portobellocc.org\/pccpn\/2015\/07\/21\/edinburgh-fuel-poverty-report-published\/<\/a> threshold of 0.5, including accuracy, sensitivity, specificity, precision, and F1 score, were reported (Supplementary Table 3). The Brier score quantified the overall accuracy of probabilistic predictions, while calibration curves visually assessed the agreement between predicted probabilities and observed outcomes across risk strata. For the LR model, no post-hoc calibration (e.g., slope or intercept adjustment) was performed, as it demonstrated adequate calibration during internal validation. In contrast, to improve probability calibration, Platt scaling (sigmoid calibration) was applied to the final XGB model using the calibration subset42.<\/p>\n<\/p>\n<p><h2>Harnessing the Power of AI and Machine Learning: A New Era for Utilities<\/h2>\n<\/p>\n<p><div style='text-align:center'><iframe width='560' height='314' src='https:\/\/www.youtube.com\/embed\/74_tCdDW130' frameborder='0' alt='machine learning in utilities' allowfullscreen><\/iframe><\/div>\n<\/p>\n<p><p>AI-enabled real-time grid monitoring provides on-the-fly response capabilities to enhance capacity and reliability while reducing outages and mitigating their impact. Saudi Arabian startup Byanat offers a platform that offers a comprehensive view of utility networks and improves operational efficiency. It uses self-automated AI to deploy precise actions while maintaining compliance, sustainability, and profitability. <a href=\"https:\/\/labverra.com\/authors\/dr.-neelesh-rao\/\">https:\/\/labverra.com\/authors\/dr.-neelesh-rao\/<\/a> Additionally, Byanat\u2019s platform provides personalized visualization options and configurable workflows for utility companies to streamline operations and make data-driven decisions.<\/p>\n<\/p>\n<p><h2>Artificial intelligence use cases in utilities and energy industry<\/h2>\n<\/p>\n<ul>\n<li>There\u2019s plenty of reason to believe that an increased focus on customer engagement is good for business.<\/li>\n<li>This effort stems from the same team\u2019s successful, first-of-its-kind software platform that was funded by the Solar Energy Technologies Office and was designed to address PV distribution challenges with a unified, data-driven solution.<\/li>\n<li>This entails honing strategies for value generation, securing funding and engaging with boards and regulators.<\/li>\n<li>This ecosystem of internet connected devices is collectively referred to as Internet of Things (IoT) or industrial internet.<\/li>\n<li>ML algorithms can then analyze this data to identify patterns and trends, enabling utilities to make more informed decisions about how to allocate their resources.<\/li>\n<\/ul>\n<p><p>While transmission and distribution infrastructure inspections may be the most well-known application of AI in the utility industry, it\u2019s hardly the only one. I recently attended the AquaTech event and exhibition in Amsterdam, which is one of the largest utilities and water industry events globally. As part of the SWAN Forum, there was a special session on Smart Water Networks where I gave a presentation on how our industry can benefit from machine learning, artificial intelligence and data science more generally. Many people were asking me questions, hence this article to provide a summary of how we can potentially benefit from these technologies collectively. In brief, machine learning assists energy and utility companies in handling shipping operations for replacing assets, risk hedging, and improving delivery times as well as reducing overall costs.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"257px\" alt=\"machine learning in utilities\"\/><\/p>\n<p><p>Using historical data, the network can predict future output up to 36 hours in advance with much greater precision. Google claims that this and other AI-driven efficiencies have boosted the financial value of its wind power by 20%. Residential energy consumption represents 20% of the overall energy demand, hence showing the importance of reliable and efficient forecasting systems, the latest research claims. In 2017, it was reported that domestic hot water (DHW) contributes to 17% of energy consumption, according to Natural Resources Canada. There are algorithms and hybrid artificial intelligence systems that forecast the energy and water consumption, thus predicting the network\u2019s load.<\/p>\n<\/p>\n<p><p>By analyzing data from advanced metering infrastructure (AMI), smart meters, sensors, and weather forecasts, utilities can predict outages, map affected areas, and prioritize restoration efforts. Transformers, power plants, and transmission equipment are continuously producing platforms of operational data. This information is processed by AI models to identify when the wear is starting, the device is becoming hot, or the machine is breaking down. Utilities can schedule maintenance before it fails, minimizing the occurrence of expensive outages and increasing the life of assets. These operational capabilities demonstrate the way that applied AI is changing the energy infrastructure into a data-driven ecosystem that responds rather than being a fixed network.<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>At the biggest-picture level, AI is simply the capacity of machines and computers to mimic human behavior. Underneath that big umbrella definition, though, are machine learning technologies and sophisticated algorithms&hellip;<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[460],"tags":[],"class_list":["post-173291","post","type-post","status-publish","format-standard","hentry","category-utilities-news-2"],"_links":{"self":[{"href":"https:\/\/somosturistas.com.co\/inicio\/wp-json\/wp\/v2\/posts\/173291","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/somosturistas.com.co\/inicio\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/somosturistas.com.co\/inicio\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/somosturistas.com.co\/inicio\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/somosturistas.com.co\/inicio\/wp-json\/wp\/v2\/comments?post=173291"}],"version-history":[{"count":1,"href":"https:\/\/somosturistas.com.co\/inicio\/wp-json\/wp\/v2\/posts\/173291\/revisions"}],"predecessor-version":[{"id":173292,"href":"https:\/\/somosturistas.com.co\/inicio\/wp-json\/wp\/v2\/posts\/173291\/revisions\/173292"}],"wp:attachment":[{"href":"https:\/\/somosturistas.com.co\/inicio\/wp-json\/wp\/v2\/media?parent=173291"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/somosturistas.com.co\/inicio\/wp-json\/wp\/v2\/categories?post=173291"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/somosturistas.com.co\/inicio\/wp-json\/wp\/v2\/tags?post=173291"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}