Advanced intelligent control for smart energy systems
Sriram, V.P. and Singavarapu, Lidia Shanti and Dakshinamurthi, Vidyabharathi and Ganesa Murthy, A (2026) Advanced intelligent control for smart energy systems. Intelligent Control in Smart Energy Systems. pp. 289-305. ISSN 978-0-443-33463-4
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Abstract
Superior clever control for smart power structures includes the mixing of superior manipulate algorithms and synthetic intelligence techniques in order to optimize and manage energy systems in a green and sustainable way. These systems typically involve a combination of renewable electricity resources, energy storage gadgets, and electric energy grids. The goal of superior intelligent control is to optimize the overall performance and stability of those systems while also reducing power intake and carbon emissions. One of the key elements of superior intelligent manage is using predictive manipulate strategies. This includes forecasting energy consumption and technology styles so that you can make proactive changes to the electricity device. For instance, the manage machine can assume top strength call for and alter power production thus, reducing the need for energy storage or high-priced backup sources. Another critical element is the mixing of artificial intelligence, which include gadget getting to know and facts analytics, to enhance the overall performance of the manage algorithms. Those strategies can examine widespread quantities of records from the electricity gadget and make real-time modifications to optimize electricity production and consumption. Smart grid era is likewise a vital component of superior intelligent manage for smart power systems. This allows for the actual-time tracking and control of strength drift and distribution, enabling more accurate demand-response techniques and improved power performance. The benefits of advanced wise control for smart electricity structures are several. It could lessen power costs, improve gadget reliability, and decrease carbon footprint. It could also enable the combination of renewable power assets, together with sun and wind power, into the grid system. Additionally, advanced intelligent control can help lessen the weight at the traditional power grid, main to an extra resilient and sustainable power system. But, there also are challenges worried in imposing superior sensible control for smart power systems. These consist of the want for accurate and well timed data series, the development of strong control algorithms, and the mixing of diverse components and structures. Moreover, the implementation of advanced sensible manipulates calls for extensive investments in infrastructure and era. Advanced intelligent manage for clever energy structures has the capacity to revolutionize the strength enterprise and make a contribution to a greater sustainable future. It combines advanced manage strategies with synthetic intelligence and smart grid technology to optimize electricity production and intake, leading to value savings, advanced machine reliability, and a discounted environmental impact. But, successful implementation will require collaboration and funding from enterprise, authorities, and academia.
| Item Type: | Article |
|---|---|
| Subjects: | Electrical and Electronics Engineering > Electromechanical Energy Conversion Electrical and Electronics Engineering > Power Electronics Electrical and Electronics Engineering > Control System Electrical and Electronics Engineering > Electrical Engineering Electrical and Electronics Engineering > Electrical Machines |
| Domains: | Electrical and Electronics Engineering |
| Depositing User: | Mr IR Admin |
| Date Deposited: | 01 Jul 2026 14:33 |
| Last Modified: | 01 Jul 2026 14:33 |
| URI: | https://ir.vistas.ac.in/id/eprint/21882 |
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