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Review article

First published 2020-1

A state of the art review on the prediction of building energy consumption using data-driven technique and evolutionary algorithms

Kangji Li, Wenping Xue, Gang Tan [...]

Building Services Engineering Research & Technology

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Research article

First published 2013-9

Optimization techniques applied in a tuning process of a feedwater heater’s first-principle data-driven model

Tomasz Barszcz, Piotr Czop

SIMULATION

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Research article

First published 2021-11

Improved damage detection in Pelton turbines using optimized condition indicators and data-driven techniques

Weiqiang Zhao, Mònica Egusquiza, Aida Estevez [...]

Structural Health Monitoring

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Review article

First published 2023-8

Data-driven control of automotive diesel engines and after-treatment systems: State of the art and future challenges

Kai Jiang, Fengjun Yan, Hui Zhang

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2020-8

Data-driven technique for analyzing the injector efficiency in a waterflooding operation

Ali Shabani, Mahdiyeh Sadat Moosavi, Davood Zivar [...]

SIMULATION

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Research article

First published 2012-11

The homogenized energy model for characterizing polarization and strains in hysteretic ferroelectric materials: Implementation algorithms and data-driven parameter estimation techniques

Zhengzheng Hu, Ralph C Smith, Jon Ernstberger

Journal of Intelligent Material Systems and Structures

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Research article

First published 2023-10

Knowledge-based and data-driven behavioral modeling techniques in engagement simulation

Zhi Zhu, Tao Wang, Hessam Sarjoughian [...]

SIMULATION

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Research article

First published 2020-6

Parity-based robust data-driven fault detection for nonlinear systems using just-in-time learning approach

Muhammad Asim Abbasi, Abdul Qayyum Khan, Muhammad Abid [...]

Transactions of the Institute of Measurement and Control

Open access

Research article

First published 2025-8

Reliability modeling and simulation: advancements with data-driven techniques and expert knowledge integration

Sanja Lazarova-Molnar, Jonas Friederich, Parisa Niloofar

SIMULATION

Free access

Research article

First published 2009-9

Plant-Wide Optimization Using Data Driven and Knowledge Based Techniques: An Introduction

Hong Wang, Tim Breikin

Measurement and Control

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