A NOVEL ENERGY ACCOUNTING MODEL USING FUZZY RESTRICTED BOLTZMANN MACHINE RECURRENT NEURAL NETWORK / (Kayıt no. 292876)
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| 000 -BAŞLIK | |
|---|---|
| Sabit Uzunluktaki Kontrol Alanı | 02336nam a22002657a 4500 |
| 003 - KONTROL NUMARASI KİMLİĞİ | |
| Kontrol Alanı | KOHA |
| 005 - EN SON İŞLEM TARİHİ ve ZAMANI | |
| Kontrol Alanı | 20241008134057.0 |
| 008 - SABİT UZUNLUKTAKİ VERİ ÖGELERİ - GENEL BİLGİ | |
| Sabit Alan | 240927d2023 cy ||||| |||| 00| 0 eng d |
| 040 ## - KATALOGLAMA KAYNAĞI | |
| Özgün Kataloglama Kurumu | CY-NiCIU |
| Kataloglama Dili | eng |
| Çeviri Kurumu | CY-NiCIU |
| Açıklama Kuralları | rda |
| 041 ## - DİL KODU | |
| Metin ya da ses kaydının dil kodu | eng |
| 090 ## - Yerel Tasnif No | |
| tasnif no | D 440 |
| Cutter no | S67 2023 |
| 100 1# - KİŞİ ADI | |
| Yazar Adı (Kişi adı) | Sorguli, Sarhang |
| 245 12 - ESER ADI BİLDİRİMİ | |
| Başlık | A NOVEL ENERGY ACCOUNTING MODEL USING FUZZY RESTRICTED BOLTZMANN MACHINE RECURRENT NEURAL NETWORK / |
| Sorumluluk Bildirimi | SARHANG SORGULI ; SUPERVISOR, PROF. DR. MEHMT AĞA |
| 264 ## - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | 2023 |
| 300 ## - FİZİKSEL TANIMLAMA | |
| Sayfa, Cilt vb. | 157 sheets ; |
| Boyutları | 30 cm |
| Birlikteki Materyal | +1 CD ROM |
| 336 ## - CONTENT TYPE | |
| Source | rdacontent |
| Content type term | text |
| Content type code | txt |
| 337 ## - MEDIA TYPE | |
| Source | rdamedia |
| Media type term | unmediated |
| Media type code | n |
| 338 ## - CARRIER TYPE | |
| Source | rdacarrier |
| Carrier type term | volume |
| Carrier type code | nc |
| 502 ## - TEZ NOTU | |
| Tez Notu | Thesis (PhD) - Cyprus International University. Institute of Graduate Studies and Research Business Administration |
| 520 ## - ÖZET NOTU | |
| Özet notu | Energy accounting is a system for regularly measuring, analyzing, and reporting the<br/>energy use of various activities. This is done to increase energy efficiency and monitor<br/>the impact of energy usage on the environment. Primary energy accounting is now<br/>done by determining the amount of fossil fuel energy required to generate it. However,<br/>if fossil fuels become scarcer, this strategy becomes less viable. Instead, a new energy<br/>accounting approach will be required, one that takes into consideration the intermittent<br/>character of the two most prevalent renewable energy sources, wind and solar power.<br/>Furthermore, estimation of the energy consumption data collected from household<br/>surveys, whether using a recall-based approach or a meter-based one, remains a<br/>difficult task. Hence, this paper proposes a novel energy accounting model using Fuzzy<br/>Restricted Boltzmann Machine-Recurrent Neural Network (FRBM-RNN). The energy<br/>consumption dataset is preprocessed using linear-scaling normalization. The proposed<br/>model is optimized using the Adaptive Fuzzy Adam Optimization Algorithm<br/>(AFAOA). The performance metrics like Mean Square Error (MSE), Root Mean<br/>Square Error (RMSE), Mean Absolute Error (MAE), and Mean Absolute Percentage<br/>Error (MAPE) are estimated. The estimated results for our proposed technique are<br/>MSE (0.19), RMSE (0.44), MAE (0.2), and MAPE (3.5). |
| 650 #0 - KONU BAŞLIĞI EK GİRİŞ - KONU TERİMİ | |
| Konusal terim veya coğrafi ad | Business Administration |
| Alt başlık biçimi | Dissertations, Academic |
| 700 1# - EK GİRİŞ - KİŞİ ADI | |
| Yazar Adı (Kişi adı) | Ağa, Mehmt |
| İlişkili Terim | supervisor |
| 942 ## - EK GİRİŞ ÖGELERİ (KOHA) | |
| Sınıflama Kaynağı | Dewey Onlu Sınıflama Sistemi |
| Materyal Türü | Thesis |
| Geri Çekilme Durumu | Kayıp Durumu | Sınıflandırma Kaynağı | Kredi için değil | Koleksiyon Kodu | Kalıcı Konum | Mevcut Konum | Raf Yeri | Kayıt Tarih | Source of acquisition | Toplam Ödünçverme | Yer Numarası | Demirbaş Numarası | Son Görülme Tarihi | Kopya Bilgisi | Fatura Tarihi | Materyal Türü | Genel / Bağış Notu |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Onlu Sınıflama Sistemi | Tez Koleksiyonu | CIU LIBRARY | CIU LIBRARY | Depo | 27.09.2024 | Bağış | D 440 S67 2023 | T3899 | 27.09.2024 | C.1 | 27.09.2024 | Thesis | Business Administration | ||||
| Dewey Onlu Sınıflama Sistemi | Tez Koleksiyonu | CIU LIBRARY | CIU LIBRARY | Görsel İşitsel | 27.09.2024 | Bağış | D 440 S67 2023 | CDT3899 | 27.09.2024 | C.1 | 27.09.2024 | Suppl. CD | Business Administration |