Artificial Intelligence for Energy Conversion
نویسندگان
چکیده
Many aspects of modern life are dependent on energy various forms, which has already created strain natural reserves and affected our environment adversely. Scientists researchers searching for alternative sources that sustainable, friendly, renewable. However, any developmental work to invent a material or technique as new source involves lengthy complex experimental process produce in scale. The last decade seen remarkable progress the field Artificial Intelligence (AI) due advancements many computer hardware, software’s, algorithms, technologies, availability large amount raw input data. We have started harnessing power AI facilitate discovering materials exploring different advanced methodologies over traditional approaches utilize eco-friendly conversion. This book chapter will highlight some Machine Learning Deep techniques explore resources
منابع مشابه
Artificial Intelligence Techniques for Modern Energy Applications
Artificial intelligence (AI) techniques are becoming useful as alternate approaches to conventional techniques or as components of integrated systems. They have been used to solve complicated practical problems in various areas and nowadays are very popular. They are widely accepted as a technology offering an alternative way to tackle complex and ill-defined problems. They can learn from examp...
متن کاملArtificial Intelligence for Artificial Artificial Intelligence
Crowdsourcing platforms such as Amazon Mechanical Turk have become popular for a wide variety of human intelligence tasks; however, quality control continues to be a significant challenge. Recently, we propose TURKONTROL, a theoretical model based on POMDPs to optimize iterative, crowdsourced workflows. However, they neither describe how to learn the model parameters, nor show its effectiveness...
متن کاملEnergy conversion in natural and artificial photosynthesis.
Modern civilization is dependent upon fossil fuels, a nonrenewable energy source originally provided by the storage of solar energy. Fossil-fuel dependence has severe consequences, including energy security issues and greenhouse gas emissions. The consequences of fossil-fuel dependence could be avoided by fuel-producing artificial systems that mimic natural photosynthesis, directly converting s...
متن کاملArtificial Intelligence Techniques in Solar Energy Applications
Many human mental activities such as writing computer programs, doing mathematics, engaging in commonsense reasoning, understanding language, and even driving an automobile are said to demand “intelligence”. Over the past few decades, several computer systems have been built that can perform tasks such as these. Specifically, there are computer systems that can diagnose diseases, plan the synth...
متن کاملArtificial light-harvesting arrays for solar energy conversion.
Solar fuel production, the process whereby an energy-rich substance is produced using electrons provided by water under exposure to sunlight, requires the cooperative accumulation of multiple numbers of photons. Identifying the optimum reagents is a difficult challenge, even without imposing the restriction that these same materials must function as both sensitiser and catalyst. The blockade ca...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Materials research foundations
سال: 2023
ISSN: ['2471-8890', '2471-8904']
DOI: https://doi.org/10.21741/9781644902530-6