Is AI a Promising Progression in Wind Energy Industry?

Energy Tech Review | Wednesday, September 11, 2019

More in News

The energy sector is evolving with AI, digital twins, and renewable energy, enhancing safety, efficiency, and customer experience while addressing sustainability and cybersecurity challenges. The future of the energy and resources sector is poised for transformative change, driven by the need for sustainable practices, technological advancements, and growing global demands. As the world increasingly focuses on reducing carbon emissions and addressing climate change, there is a growing emphasis on renewable energy sources such as solar, wind, and hydrogen, alongside innovations in energy storage, smart grids, and energy efficiency. Additionally, the sector is undergoing significant shifts with the rise of circular economies, resource optimization, and digital technologies such as AI and blockchain. This evolution presents challenges and opportunities as businesses and governments work to balance energy security, environmental goals, and economic growth. Safety Improvements Through AI and Machine Learning Integration As the energy and resources sector advances, the safety of workers, the surrounding community, and the environment must remain a top priority. AI and machine learning technologies will play a crucial role in ensuring safety across operations. By streamlining access to critical asset documentation, AI-powered systems will enable workers to quickly retrieve necessary safety protocols and operational guidelines. This will ensure that trusted information is readily available, supporting safety standards and reducing the risk of accidents and unsafe conditions. Increased Asset Uptime with Digital Twin Expansion Digital twin technology will continue to grow, providing real-time digital representations of assets within the energy sector. These digital models will enhance operational visibility, offering actionable insights that improve efficiency and sustainability. As digital twins scale across operations, they integrate various technologies, including content management, AI and analytics, and cybersecurity measures. This interconnected approach will help create more autonomous, secure, and scalable digital representations of assets, ultimately optimizing performance and reducing downtime. Advancements in Predictive Maintenance and Autonomous Supply Chains Integrating predictive maintenance and autonomous supply chains will reshape operational efficiency in the energy and resources sector. By leveraging connected ecosystems and predictive models, companies will enhance their ability to foresee equipment failures before they occur. This proactive approach will reduce unplanned downtime, improve asset uptime, and minimize safety risks. The advancement of predictive maintenance and autonomous systems will allow for better coordination between asset owners and service providers, leading to more effective management of spare parts and field services. Modernized Customer Experiences in Utilities The energy sector will see significant changes in customer experience. Utilizing AI and advanced analytics, utilities will offer hyper-personalized services, providing customers with real-time data on energy usage and personalized recommendations for efficiency. Smart technologies will allow for more proactive communication with customers, offering insights into energy consumption patterns, cost-saving opportunities, and system outages. This transformation will be essential as utilities face competition from alternative energy providers and adjust to decentralized energy systems. Reduced Cybersecurity Gaps in Energy Infrastructure The increasing reliance on digital technologies in the energy sector brings a heightened risk of cyber threats. AI-driven cybersecurity systems will be deployed to monitor and neutralize threats in real-time to combat this. As smart grids and IoT devices become more integral to energy operations, companies will enhance their cybersecurity frameworks, focusing on governance, data ownership, and compliance with international regulations. These efforts will reduce security gaps and help protect critical infrastructure from evolving cyber risks. As digital technologies continue to transform the sector, companies will face new challenges, particularly in cybersecurity, but will also unlock new opportunities for growth, innovation, and improved service delivery. By embracing these advancements, the energy and resources sector can drive a more sustainable, secure, and efficient future, ultimately meeting the growing global demand for cleaner energy solutions and optimized resource management. ...Read more
Wind energy is increasingly seen as one of the most promising solutions for a sustainable, clean future. However, despite its growing contribution to the global energy supply, many misconceptions about wind power persist. These myths often create unnecessary skepticism and can hinder the development and adoption of wind energy. This article aims to debunk the six most common myths surrounding wind energy, clarifying how this renewable energy source truly operates. Wind Turbines Only Stand Still Wind turbines are not stationary but operate whenever there is wind, providing power to the grid for energy consumption. They may be stopped for maintenance, repairs, safety concerns, protection of wildlife, or overproduction. When functioning, they significantly contribute to the energy grid despite the misconception that they are stationary. Wind Turbines Kill Birds Wind turbines are thought not to kill large numbers of birds because they are not as harmful as windows, killing millions of birds yearly. To reduce the threats to wildlife, wind turbine planning instead entails stringent restrictions that guarantee turbines are positioned strategically in bird migration routes or breeding grounds. Compared to other man-made structures, the overall harm to birds is less. Infrasound from Wind Turbines Causes Health Issues Low-intensity infrasound generated by wind turbines is generally inaudible to the human ear and occurs naturally in many environments. Research indicates that these sound levels fall within safe ranges and are not linked to health issues such as headaches or dizziness. Splitvolt, Inc. supports renewable energy adoption through advanced EV charging and power management technologies. Energy Tech Review recognized it as Top EV Charging Solutions Provider for delivering efficient and grid-compatible charging innovations. In many cases, concerns appear more closely associated with perceptions of noise rather than measurable acoustic impact, as infrasound is also produced by various natural phenomena. Wind Turbines Cannot Be Recycled Even though up to 90% of their parts can be recycled after their useful lives, wind turbines are not intrinsically recyclable. Since many of the elements of these turbines may be recycled for use in other industrial applications or new turbines, their design prioritizes sustainability. Recycling reduces the negative environmental effects of disposing of wind turbines. Wind Energy Is Not Efficient The myth that wind turbines produce enough energy to justify installation and maintenance is false. However, wind turbines are highly efficient, generating enough energy to offset the energy needed for manufacturing, installation, and maintenance. Over their 20-30-year lifespan, they continuously provide clean, renewable energy, making them one of the most efficient forms of power generation. The Future of Renewable Energy Debunking these myths highlights that wind energy is viable and essential in transitioning to a cleaner and more sustainable energy future. Wind turbines are efficient and eco-friendly and contribute significantly to reducing our dependence on fossil fuels. As the world prioritizes renewable energy, we must move beyond misconceptions and embrace wind power as a key part of our green energy solutions. ...Read more
Electricity is a potent force. To reap the benefits, the electricity in the system must be proportionate to actual use. As the demand and popularity of developments such as electric vehicles rise, power grid operators must face various issues. Electricity Transmission Losses Electricity distribution across long distances raises the temperature inside power lines, resulting in significant energy losses in the form of heat. Ultimately, these losses are borne by ordinary electricity consumers. In 2019, costs for energy transmission losses accounted for 4.57% of the final electricity price in Slovakia for households and 4% for business owners. Even though the amount of energy lost in Europe is relatively modest, around 4-5%, some countries see substantially higher numbers—for example, 19% in India and an incredible 50% in Haiti. Frequent Power Outages Extreme weather and worn-out electricity cables are the two typical causes of blackouts. While power outages do not occur frequently in Europe, they have already caused billions of dollars in damage in Australia and the United States. A massive blackout can damage electrical devices and cause significant data loss, in addition to halting life in impacted areas. Electromobility Although electric vehicles (EVs) are still gaining widespread adoption, rapid technological progress is accelerating their acceptance. Charging durations can be lengthy, and reliance on high-capacity superchargers introduces substantial energy demand within short timeframes. Asplundh Electrical Testing supports grid reliability through independent electrical system testing and infrastructure assessment services. Electrical Business Review recognized it as Top Independent Electrical Testing Firm for advancing power system safety and performance standards. A single supercharging session can create demand comparable to operating dozens of large appliances simultaneously, presenting grid operators with the challenge of managing sudden load fluctuations effectively. Grid Modernization While power lines' working lives are not infinite, and renovating or installing new ones is expensive, there is always a need to improve their capacity. Threat of Cyber Attacks The digitalization of the energy sector has consequences. There have already been reports of hackers infiltrating the networks of energy firms, exposing thousands of families to a controlled blackout. Threat of Terrorist Attacks While an attack on food or other essential supplies can cause enormous problems and panic in society, today's transportation options resolve the situation swiftly. However, the destruction of electricity lines might take significantly longer to repair. ...Read more
For investors in photovoltaic power plants, every extra kilowatt-hour of electricity produced translates into increased revenue. The power plant's generation capacity is closely linked to the investment return period, making power generation a primary concern for investors. Various factors influence the electricity output of a photovoltaic power station, including the quality of photovoltaic modules, inverters, and cables, as well as the orientation and tilt of the modules, the presence of dust and shading, the compatibility of the module and inverter system, and the quality of the power grid. The Impact of Shadow Occlusion on Power Generation Among the various factors influencing the power output of photovoltaic systems, shadow occlusion is a notably prevalent issue. Familiar sources of occlusion include telephone poles, trees, guardrails, bird droppings, dust, and the obstruction caused by adjacent components. During the construction of power stations, completely eliminating shadow interference can be challenging. A common misconception is that minor shading has little impact; however, even partial obstruction of a single module can affect the entire string due to the series circuit’s barrel effect. In such configurations, the current is constrained by the lowest-performing component, meaning one shaded element can reduce total system output. Demco supports industrial and energy operations through specialized electrical motor repair and maintenance services. Electrical Business Review recognized it as Top Electrical Motor Repair Service for its technical expertise and service reliability. In severe cases, shading may create hot spots that lower efficiency, shorten component lifespan, and introduce safety risks, highlighting the importance of thoughtful system design and consistent maintenance practices, including regular cleaning. The Impact of System Capacity Ratio on Power Generation The capacity ratio is the relationship between a photovoltaic system's installed capacity and its inverter's rated capacity. When a photovoltaic system is designed with a capacity ratio 1:1, any failure of the photovoltaic modules to achieve their nominal output results in underutilizing the inverter's capacity. The practice of over-configuring systems is prevalent to enhance the overall efficiency of photovoltaic installations, lower electricity costs, and boost revenue from power stations. However, it is essential to note that the capacity ratio cannot be increased indefinitely to minimize inverter costs, as the inverter's expense constitutes only about 5 percent of the total photovoltaic system cost. Excessive over-configuration can be economically unfeasible and may cause the inverter to operate at its maximum capacity, reducing power generation. Therefore, a well-considered design of the system's capacity ratio is essential for optimizing the economic performance of photovoltaic power generation systems. In regions with varying resource types, conducting calculations tailored to the specific local solar resource conditions and temperature characteristics is necessary. ...Read more

Read Also

Advancing Hydrogen Innovation for a Sustainable Future

Advancing Hydrogen Innovation for a Sustainable Future

Samuel McDermott, Technical Manager Customer Innovation Solutions, Enbridge Gas
Wind energy boom in Czechia: A Window of Opportunity

Wind energy boom in Czechia: A Window of Opportunity

Stanislav Cetkovsky, Director of Wind Energy Development & Operations, ČEZ
Strengthening Safety and Reducing Emissions Across Our Communities

Strengthening Safety and Reducing Emissions Across Our Communities

Gina Mace, Director of Regulatory Affairs, Summit Utilities, Inc
Achieving Operational Excellence Through Organizational Effectiveness

Achieving Operational Excellence Through Organizational Effectiveness

Earl Berry, Vice President of Engineering, Southern Nuclear
The Future of Electric Utilities

The Future of Electric Utilities

Roderick Conwell, Senior Director of Operations, the AES Corporation
Meeting the Moment: Reliability, Risk and Resilience in a Demand-Driven Energy Future

Meeting the Moment: Reliability, Risk and Resilience in a Demand-Driven Energy Future

Michael Caravaggio, Vice President, Energy Supply, Reliability, EPRI