NSTL国家科技图书文献中心

1. Identification of ARMAX Models With Noisy Input: A Parametric Frequency Domain Solution NSTL国家科技图书文献中心

Song, Shenglin | Zhang, Erliang - 《IEEE Transactions on Signal Processing》 - 2025,73(Pt.1) - 292～304 - 共13页

摘要： parametric identification of ARMAX* models when the input is* | representation, the ARMAX* model within the errors-in-variables* | the EIV-ARMAX* model as well as the multivariate ARMA* | This paper deals with frequency domain | corrupted by white noise. By means of a multivariate ARMA

关键词： Data models | Noise measurement | Maximum likelihood estimation | Frequency-domain analysis | White noise | Discrete Fourier transforms | Transient analysis | Transfer functions | Covariance matrices | Vectors...

2. Exploring Climatic Shifts in Brazilian Climates: Insights from ARMAX, Decision Trees, and Artificial Neural Networks NSTL国家科技图书文献中心

Joao V. R. de Andrad... | Igor L. B. da Silva ... - 《Intelligent Systems,Part IV》 - Brazilian Conference on Intelligent Systems - 2025, - 167～179 - 共13页

摘要： increase utilizing advanced statistical models* such as* | ARMAX and neural networks with explainable AI | Over the years, humanity has deepened its | understanding of its actions' profound impacts on global | temperatures. Beyond the rise in global temperatures driven

关键词： Explainable AI | ARMAX models | Neural networks | Global warming | Land use changes

3. Parameter Identification for the Hammerstein-Wiener Nonlinear Time Delay Systems with Process Noises NSTL国家科技图书文献中心

Feng Li | Jiahu Han ... - 《Circuits, systems, and signal processing》 - 2025,44(3) - 1726～1752 - 共27页

摘要： are modeled by two independent neural fuzzy models | autoregressive moving average with extra input (TD-ARMAX). To | TD-ARMAX* parameters utilizing a set of binary* | In this article, an identification scheme for | the Hammerstein-Wiener nonlinear time delay systems

关键词： Hammerstein-Wiener system | Time delay | Neural fuzzy model | Parameter identification | Special signals

4. Series-connected data-based model to estimate effluent chemical oxygen demand in industrial wastewater treatment process NSTL国家科技图书文献中心

Jani Tomperi | Aki Sorsa ... - 《Journal of Environmental Management》 - 2025,373(Jan.) - 123680.1～123680.15 - 共15页

摘要： real-time alternative is presented. ARMAX, ARX | influent and effluent COD models. A comprehensive and | Continuous monitoring of chemical oxygen | demand (COD) is essential to ensure efficient and | sustainable wastewater treatment and regulatory compliance

关键词： Exhaustive search | Mitigation | Regression | Resilience | Sensor validation | Water quality monitoring

5. State of Health Estimation of Cycle-Aged Cylindric LFP Batteries using ARMAX Modeling NSTL国家科技图书文献中心

Gianluca Brando | Diego Iannuzzi ... - 《2024 International Symposium on Power Electronics, Electrical Drives, Automation and Motion: International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM), 19-21 June 2024, Napoli, Italy》 - International Symposium on Power Electronics, Electrical Drives, Automation and Motion - 2024, - 668～673 - 共6页

摘要： train a set of ARMAX* models for several SoH and SoC* | sophisticated merged ARMAX* models that use training data from* | The paper evaluates the efficacy of ARMAX | levels. The set of identified models* is then used for* | consideration. The ARMAX* model with the highest similarity is*

关键词： Accuracy | Voltage measurement | Computational modeling | Estimation | Aging | Prediction algorithms | Data models

6. A new strategy for data-driven damage diagnosis of shear structures adapted to ambient vibration NSTL国家科技图书文献中心

Zhang, Xuan | Li, Luyu - 《Measurement》 - 2024,227 - 114257.1～114257.16 - 共16页

摘要：. Subsequently, substructure ARMAX* models are constructed using* | autoregressive moving average with exogenous inputs (ARMAX | Since many critical infrastructures of large | civil engineering are shear structures and are exposed | to ambient excitation most of the operational time

关键词： Structural health monitoring | Data-driven | Ambient excitation | Unsupervised learning | ARMAX model | Mel-frequency cepstral coefficients | STATISTICAL PATTERN-RECOGNITION | FEATURE-EXTRACTION | ARMAX MODEL

7. Dynamic Equivalent Modeling Method for Distribution Grids Containing A High Percentage of Distributed PV NSTL国家科技图书文献中心

Yuetong Liu | Min Xu ... - 《2024 3rd International Conference on Energy, Power and Electrical Technology: 3rd International Conference on Energy, Power and Electrical Technology (ICEPET 2024), 17-19 May 2024, Chengdu, China》 - International Conference on Energy, Power and Electrical Technology - 2024, - 555～559 - 共5页

摘要： is based on ARMAX* models that use only boundary* | The high proportion of distributed power | sources connected to distribution networks exacerbates | the uncertainty and complexity of these networks | , making dynamic equivalency studies of the whole system

关键词： Photovoltaic systems | Low voltage | Uncertainty | Energy measurement | Distribution networks | Predictive models | Dynamic scheduling

8. Model-Based Derivation of Electrical Parameters and Impedance Study of Two-Electrode Copper Nanoparticle-Based Pencil-Drawn Glucose Sensor NSTL国家科技图书文献中心

Amarprit Singh | Manabendra Bhuyan ... - 《IEEE transactions on industrial informatics》 - 2024,20(2 Pt.2) - 2897～2906 - 共10页

摘要： nanoparticle-based PDS (CuN-PDS). Initially, the ARMAX models | inputs (ARMAX) model-based derivation of electrical | Sensor modeling plays a crucial role in | understanding the dynamic characteristics of the sensor by | establishing a direct relationship between the variation of

关键词： Glucose | Impedance | Mathematical models | Electrodes | Data models | Integrated circuit modeling | Biological system modeling

9. Identification of a Dynamic Model of Pain and Fear Characteristics During Vaginal Dilation Exercises NSTL国家科技图书文献中心

Roxanne R. Jackson | Damiano Varagnolo ... - 《2024 European Control Conference: European Control Conference (ECC), 25-28 June 2024, Stockholm, Sweden》 - European Control Conference - 2024, - 1252～1257 - 共6页

摘要： exogenous (ARMAX) models. The results indicate that the | Treating dyspareunia, i.e., pain during | vaginal penetrative sexual intercourse, may include | vaginal dilation exercises that are often perceived as | uncomfortable (or worse) by patients. Being able to accurately

关键词： Weight measurement | Analytical models | Visualization | Pain | Biological system modeling | Medical treatment | Predictive models

10. Neural Networks applied for Macroeconomic Analysis NSTL国家科技图书文献中心

R. Llugsi | P. Lupera ... - 《2024 IEEE Colombian Conference on Communications and Computing》 - IEEE Colombian Conference on Communications and Computing - 2024, - 1～6 - 共6页

摘要： macroeconomic indicators using four Neural Networks models* and* | 0.94 when we analyze cocoa with ARMAX* structures* | In this work, we review the dependency between | exports of traditional products from Ecuador and certain | a Walk Forward Validation approach. We study the

关键词： Uncertainty | Reviews | Neural networks | Time series analysis | Memory management | Predictive models | Vectors | Macroeconomics | Long short term memory | Periodic structures

摘要： parametric identification of ARMAX models when the input is | representation, the ARMAX model within the errors-in-variables | the EIV-ARMAX model as well as the multivariate ARMA | This paper deals with frequency domain | corrupted by white noise. By means of a multivariate ARMA