2 citations · 5 across the 5 of their papers we have counts for
5 papers
Forecasting Monthly Residential Natural Gas Demand Using Just-In-Time-Learning Modeling
Burak Alakent, Erkan Isikli, Cigdem Kadaifci +1
Natural gas (NG) is relatively a clean source of energy, particularly compared to fossil fuels, and worldwide consumption of NG has been increasing almost linearly in the last two…
A two-stage stochastic MINLP model to design and operate a multi-energy microgrid by addressing carbon emission regulatory policies uncertainty
Handan Akülker, Burak Alakent, Erdal Aydin
This study suggests a novel two-stage Mixed-Integer Nonlinear Programming model considering uncertainty related to implementation of carbon dioxide emission regulatory policies, wh…
Semi-supervised Variational Autoencoder for Regression: Application on Soft Sensors
Yilin Zhuang, Zhuobin Zhou, Burak Alakent +1
We present the development of a semi-supervised regression method using variational autoencoders (VAE), which is customized for use in soft sensing applications. We motivate the us…
An Exploratory Analysis of Biased Learners in Soft-Sensing Frames
Aysun Urhan, Burak Alakent
Data driven soft sensor design has recently gained immense popularity, due to advances in sensory devices, and a growing interest in data mining. While partial least squares (PLS)…
Application of Robust Estimators in Shewhart S-Charts
Burak Alakent, Ece C. Mutlu
Maintaining the quality of manufactured products at a desired level is known to increase customer satisfaction and profitability. Shewhart control chart is the most widely used in…