Collaborative Training of Data-Driven Remaining Useful Life Prediction Models Using Federated Learning

Authors: Wilhelm Söderkvist Vermelin, Madhav Mishra, Mattias P. Eng, Dag Andersson, Konstantinos Kyprianidis

Source: International Journal of Prognostics and Health Management, Vol 15, Iss 2 (2024)

Subject Terms: remaining useful life, federated learning, machine learning, prognostics and health management, deep learning, electronics, turbofan jet engines, Engineering machinery, tools, and implements, TA213-215, Systems engineering, TA168

File Description: electronic resource

Relation: https://papers.phmsociety.org/index.php/ijphm/article/view/3821; https://doaj.org/toc/2153-2648

Access URL: https://doaj.org/article/099a6ab4995c44699c1b429dea8c3bcf

An explainable AI model for power plant NOx emission control

Authors: Yuanye Zhou, Ioanna Aslanidou, Mikael Karlsson, Konstantinos Kyprianidis

Source: Energy and AI, Vol 15, Iss , Pp 100326- (2024)

Subject Terms: Explainable AI, SINDy, Kernel, SNCR, Power plant, Boiler, Electrical engineering. Electronics. Nuclear engineering, TK1-9971, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666546823000988; https://doaj.org/toc/2666-5468

Access URL: https://doaj.org/article/59d9183f49394ceaa127159f3f683595

Deriving Input Variables through Applied Machine Learning for Short-Term Electric Load Forecasting in Eskilstuna, Sweden

Authors: Pontus Netzell, Hussain Kazmi, Konstantinos Kyprianidis

Source: Energies, Vol 17, Iss 10, p 2246 (2024)

Subject Terms: short-term load forecasting, electrical grid, machine learning, multiple linear regression, light gradient boosting machine, explanatory variables, Technology

File Description: electronic resource

Relation: https://www.mdpi.com/1996-1073/17/10/2246; https://doaj.org/toc/1996-1073

Access URL: https://doaj.org/article/cef23e87d839484c961c1296ae36db08

An Artificial Neural Network-Based Fault Diagnostics Approach for Hydrogen-Fueled Micro Gas Turbines

Authors: Muhammad Baqir Hashmi, Mohammad Mansouri, Amare Desalegn Fentaye, Shazaib Ahsan, Konstantinos Kyprianidis

Source: Energies, Vol 17, Iss 3, p 719 (2024)

Subject Terms: hydrogen fuel, micro gas turbines, health degradation, steam-induced corrosion, fault detection, diagnostics, Technology

File Description: electronic resource

Relation: https://www.mdpi.com/1996-1073/17/3/719; https://doaj.org/toc/1996-1073

Access URL: https://doaj.org/article/7673e4dd4cbd42b8a8c60d710ac13484

Impact of the Regulation Strategy on the Transient Behavior of a Brayton Heat Pump

Authors: Matteo Pettinari, Guido Francesco Frate, A. Phong Tran, Johannes Oehler, Panagiotis Stathopoulos, Konstantinos Kyprianidis, Lorenzo Ferrari

Source: Energies, Vol 17, Iss 5, p 1020 (2024)

Subject Terms: high-temperature heat pump, Brayton heat pump, dynamic modeling, transient simulation, control system, Technology

File Description: electronic resource

Relation: https://www.mdpi.com/1996-1073/17/5/1020; https://doaj.org/toc/1996-1073

Access URL: https://doaj.org/article/75091b2ec174407ab76223e541e7dc41

Retrofitting Biomass Combined Heat and Power Plant for Biofuel Production—A Detailed Techno-Economic Analysis

Authors: Hao Chen, Erik Dahlquist, Konstantinos Kyprianidis

Source: Energies, Vol 17, Iss 2, p 522 (2024)

Subject Terms: biofuel, biomass, existing CHP plants, process modeling, techno-economic analysis, Technology

File Description: electronic resource

Relation: https://www.mdpi.com/1996-1073/17/2/522; https://doaj.org/toc/1996-1073

Access URL: https://doaj.org/article/88906dbc18e24259aff027ca5a407bb9

Cost-Sensitive Decision Support for Industrial Batch Processes

Authors: Simon Mählkvist, Jesper Ejenstam, Konstantinos Kyprianidis

Source: Sensors, Vol 23, Iss 23, p 9464 (2023)

Subject Terms: Batch Data Analytics (BDA), feature-oriented, cost-sensitive learning, decision support, machine learning, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/23/23/9464; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/946547be7fab4308881f6ae3064aaea6

Rank-Based Assessment of Grid-Connected Rooftop Solar Panel Deployments Considering Scenarios for a Postponed Installation

Authors: Nima Monghasemi, Amir Vadiee, Konstantinos Kyprianidis, Elaheh Jalilzadehazhari

Source: Energies, Vol 16, Iss 21, p 7335 (2023)

Subject Terms: rooftop solar system, photovoltaic panels, data envelopment analysis, scenario planning, Technology

File Description: electronic resource

Relation: https://www.mdpi.com/1996-1073/16/21/7335; https://doaj.org/toc/1996-1073

Access URL: https://doaj.org/article/2476d24be155499eb63e7279672e8a7c

Editorial: Smart Energy Systems

Authors: Agostino Gambarotta, Konstantinos Kyprianidis, Panayotis Dimopoulos Eggenschwiler

Source: Frontiers in Mechanical Engineering, Vol 8 (2022)

Subject Terms: smart & intelligent technologies, energy, energy consumption, energy storage, energy networks integration, renewabIe resources, Mechanical engineering and machinery, TJ1-1570

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fmech.2022.854310/full; https://doaj.org/toc/2297-3079

Access URL: https://doaj.org/article/70ced46cbc59485d8466546cf75b0f56

Crude-specific Optimal Operation of Hydrodesulfurization

Authors: Esin Iplik, Ioanna Aslanidou, Konstantinos Kyprianidis

Source: Chemical Engineering Transactions, Vol 86 (2021)

Subject Terms: Chemical engineering, TP155-156, Computer engineering. Computer hardware, TK7885-7895

File Description: electronic resource

Relation: https://www.cetjournal.it/index.php/cet/article/view/11587; https://doaj.org/toc/2283-9216

Access URL: https://doaj.org/article/42c51f34b4b14d4e9b48f822f4ea5afd

A data-driven approach for predicting long-term degradation of a fleet of micro gas turbines

Authors: Tomas Olsson, Enislay Ramentol, Moksadur Rahman, Mark Oostveen, Konstantinos Kyprianidis

Source: Energy and AI, Vol 4, Iss , Pp 100064- (2021)

Subject Terms: Fleet monitoring, Micro gas turbine, Machine learning, Health monitoring, Predictive maintenance, Power generation, Electrical engineering. Electronics. Nuclear engineering, TK1-9971, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666546821000185; https://doaj.org/toc/2666-5468

Access URL: https://doaj.org/article/8f97c59595744a30b5d5fe745f259fcc

Discrimination of Rapid and Gradual Deterioration for an Enhanced Gas Turbine Life-cycle Monitoring and Diagnostics

Authors: Amare Fentaye, Valentina Zaccaria, Konstantinos Kyprianidis

Source: International Journal of Prognostics and Health Management, Vol 12, Iss 3 (2021)

Subject Terms: gas turbine, life-cycle monitoring, diagnostics, Engineering machinery, tools, and implements, TA213-215, Systems engineering, TA168

File Description: electronic resource

Relation: https://papers.phmsociety.org/index.php/ijphm/article/view/2962; https://doaj.org/toc/2153-2648

Access URL: https://doaj.org/article/9b0cb44a597d404d8fe2d1d62aa7691e

Estimation and Mitigation of Unknown Airplane Installation Effects on GPA Diagnostics

Authors: Mikael Stenfelt, Konstantinos Kyprianidis

Source: Machines, Vol 10, Iss 1, p 36 (2022)

Subject Terms: gas turbine diagnostics, gas path analysis, installation effects, neural networks, Mechanical engineering and machinery, TJ1-1570

File Description: electronic resource

Relation: https://www.mdpi.com/2075-1702/10/1/36; https://doaj.org/toc/2075-1702

Access URL: https://doaj.org/article/c8cfe135d1d0409a8d0ffa3064c5051d

Aircraft Engine Performance Monitoring and Diagnostics Based on Deep Convolutional Neural Networks

Authors: Amare Desalegn Fentaye, Valentina Zaccaria, Konstantinos Kyprianidis

Source: Machines, Vol 9, Iss 12, p 337 (2021)

Subject Terms: gas turbine, rapid faults, gradual degradation, convolutional neural network, fault detection and isolation, diagnostics, Mechanical engineering and machinery, TJ1-1570

File Description: electronic resource

Relation: https://www.mdpi.com/2075-1702/9/12/337; https://doaj.org/toc/2075-1702

Access URL: https://doaj.org/article/93313ad58c9847a08c77d88aedce991d

Assessment of Dynamic Bayesian Models for Gas Turbine Diagnostics, Part 1: Prior Probability Analysis

Authors: Valentina Zaccaria, Amare Desalegn Fentaye, Konstantinos Kyprianidis

Source: Machines, Vol 9, Iss 11, p 298 (2021)

Subject Terms: gas turbine diagnostics, dynamic Bayesian network, probabilistic diagnostics, Mechanical engineering and machinery, TJ1-1570

File Description: electronic resource

Relation: https://www.mdpi.com/2075-1702/9/11/298; https://doaj.org/toc/2075-1702

Access URL: https://doaj.org/article/db04f4b5508d4be4ad02e06d2c63308a

Assessment of Dynamic Bayesian Models for Gas Turbine Diagnostics, Part 2: Discrimination of Gradual Degradation and Rapid Faults

Authors: Valentina Zaccaria, Amare Desalegn Fentaye, Konstantinos Kyprianidis

Source: Machines, Vol 9, Iss 12, p 308 (2021)

Subject Terms: gas turbine diagnostics, Bayesian network, hybrid models, Mechanical engineering and machinery, TJ1-1570

File Description: electronic resource

Relation: https://www.mdpi.com/2075-1702/9/12/308; https://doaj.org/toc/2075-1702

Access URL: https://doaj.org/article/096c3b83e57e46d78d61df7122135074

Derivation and Uncertainty Quantification of a Data-Driven Subcooled Boiling Model

Authors: Jerol Soibam, Achref Rabhi, Ioanna Aslanidou, Konstantinos Kyprianidis, Rebei Bel Fdhila

Source: Energies, Vol 13, Iss 22, p 5987 (2020)

Subject Terms: computational fluid dynamics (CFD), artificial neural network (ANN), subcooled boiling flows, uncertainty quantification (UQ), Monte Carlo dropout, deep ensemble, Technology

File Description: electronic resource

Relation: https://www.mdpi.com/1996-1073/13/22/5987; https://doaj.org/toc/1996-1073

Access URL: https://doaj.org/article/f9c68a3df6c242ecbe885bf2c1d34883

A Review of Concepts, Benefits, and Challenges for Future Electrical Propulsion-Based Aircraft

Authors: Smruti Sahoo, Xin Zhao, Konstantinos Kyprianidis

Source: Aerospace, Vol 7, Iss 4, p 44 (2020)

Subject Terms: electric aircraft, hybrid electric configuration, electric aircraft sizing, conceptual design, electrical powertrain, energy storage, Motor vehicles. Aeronautics. Astronautics, TL1-4050

File Description: electronic resource

Relation: https://www.mdpi.com/2226-4310/7/4/44; https://doaj.org/toc/2226-4310

Access URL: https://doaj.org/article/24ffa156718f4faab804d93f4586b21d