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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 117
Article Submitted : 21310
Article Published : 8476
Total Authors : 22301
Total Reviewer : 802
Total Countries : 156
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| Paper Title: | AI-BASED POWERFLOW MANAGEMENT CONTROLLER FOR SMART BULIDING |
| Authors Name: | Gajamchetti Madhu , Vadde Sai Shalini , Bandapalle Uday Kiran Reddy , Dadam Kiran Kumar Reddy |
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IJRTI_186602
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| Published Paper Id: | IJRTI2305121 |
| Published In: | Volume 8 Issue 5, May-2023 |
| DOI: | |
| Abstract: | Smart buildings can become more energy flexible with efficient short-term forecasting of electric power use and advanced demand-side management. This project highlights the importance of developing a supervised machine-learning model to forecast electric power usage in the short term. The study uses decision tree regression and random forest models to predict future power usage. Additionally, this project proposes a dynamic pricing model for the demand response system, which reduces end-user electricity costs and peak demand for the following day. To enable real-time monitoring and implement a demand response strategy, a smart grid system must be aware of the potential short-term electric power usage. |
| Keywords: | Machine learning, Internet of Things(IoT), Short-term forecasting ,Artificial Intelligence(AI) ,Demand-side Management. |
| Cite Article: | "AI-BASED POWERFLOW MANAGEMENT CONTROLLER FOR SMART BULIDING", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.8, Issue 5, page no.772 - 778, May-2023, Available :http://www.ijrti.org/papers/IJRTI2305121.pdf |
| Downloads: | 000205220 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2305121
Registration ID:186602
Published In: Volume 8 Issue 5, May-2023
DOI (Digital Object Identifier):
Page No: 772 - 778 Country: Anatapur, Andhra Pradesh, India Research Area: Electrical Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2305121 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2305121 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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