Ahmet Palazoğlu

University of California, Davis — United States

Engineering · Physical Sciences

39h-index5.2kcitations250works2.72yr avg
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Research Topics

Advanced Control Systems Optimization(98), Fault Detection and Control Systems(88), Control Systems and Identification(38), Process Optimization and Integration(28), Spectroscopy and Chemometric Analyses(19)

Publications249 total

Evaluating Demand Response Particibility Potential of Process Systems using Levelized Cost Analysis
IFAC-PapersOnLine·2025Open Access
Industrial Process Fault Detection Based on Siamese Recurrent Autoencoder
Computers & Chemical Engineering·2024· 6 citedOpen Access
Soft Sensor Modeling Method Considering Higher-Order Moments of Prediction Residuals
Processes·2024· 2 citedOpen Access
Assessing the Performance of 1D-Convolution Neural Networks to Predict Concentration of Mixture Components from Raman Spectra
arXiv (Cornell University)·2023· 2 citedOpen Access
Performing Multi-Objective Optimization Alongside Dimension Reduction to Determine Number of Clusters
Processes·2022· 1 citedOpen Access
Soft Actor-Critic Deep Reinforcement Learning with Hybrid Mixed-Integer Actions for Demand Responsive Scheduling of Energy Systems
Industrial & Engineering Chemistry Research·2022· 19 cited
Deep Reinforcement Learning for Continuous Process Scheduling with Storage, Day-Ahead Pricing and Demand Uncertainty
Computer-aided chemical engineering/Computer aided chemical engineering·2022
Optimal real-time dispatching of chillers and thermal storage tank in a university campus central plant
Applied Energy·2021· 23 citedOpen Access
Quality vs. quantity of alarm messages - How to measure the performance of an alarm system
Process Safety and Environmental Protection·2021· 14 citedOpen Access
Guest Editorial: Data-Driven Management of Complex Systems Through Plant-Wide Performance Supervision
IEEE Transactions on Industrial Informatics·2021· 1 citedOpen Access
Sparse PCA Support Exploration of Process Structures for Decentralized Fault Detection
Industrial & Engineering Chemistry Research·2021· 10 cited
Assessment of Demand Response Particibility Potential Based on Cost-Effective Process Design
IFAC-PapersOnLine·2021· 3 citedOpen Access
A Study of Spectral Envelope Method for Multi-Cause Diagnosis using Industrial Data
Computer-aided chemical engineering/Computer aided chemical engineering·2021· 1 cited
Studying the Synergy between Dimension Reduction and Clustering Methods to Facilitate Fault Classification
Computer-aided chemical engineering/Computer aided chemical engineering·2021· 2 cited
Optimal Day-Ahead Load Curtailment for Central Chiller Plants
Computer-aided chemical engineering/Computer aided chemical engineering·2021· 1 cited
Decision trees for informative process alarm definition and alarm-based fault classification
Process Safety and Environmental Protection·2020· 48 cited
Comment on “CO<sub>2</sub> Utilization Feasibility Study: Dimethyl Carbonate Direct Synthesis Process with Dehydration Reactive Distillation”
Industrial & Engineering Chemistry Research·2020· 1 cited
Least Squares Sparse Principal Component Analysis and Parallel Coordinates for Real-Time Process Monitoring
Industrial & Engineering Chemistry Research·2020· 15 cited
The Role of Big Data in Industrial (Bio)chemical Process Operations
Industrial & Engineering Chemistry Research·2020· 57 citedOpen Access
On monitoring industrial processes under feedback control
Quality and Reliability Engineering International·2020· 4 citedOpen Access
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Frequent Co-authors

José A. Romagnoli(14), Wei Sun(6), Xiaonan Wang(4), Nael H. El‐Farra(4), Karen A. McDonald(4), Yaman Arkun(4), Scott Beaver(4), Sandra J. Norquay(3), Shriram Gajjar(3), Murat Külahçı(3), Omar Galán(3), Angadh Singh(2), Qiong Chen(2), Chudong Tong(2), Xuefeng Yan(2), Zhibo Zhu(2), Zhihuan Song(2), James C. Wong(2), Fuat Doymaz(2), Amid Bakhtazad(2)