The State of the Art in transformer fault diagnosis with artificial intelligence and Dissolved Gas Analysis: A Review of the Literature

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	Li, Yuyan
Natura:	Preprint
Pubblicazione:	2023
Soggetti:	Systems and Control Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

A domain adaptation neural network for digital twin-supported fault diagnosis
di: Chen, Zhenling, et al.
Pubblicazione: (2025)

Causality and Interpretability for Electrical Distribution System faults
di: Peddi, Karthik, et al.
Pubblicazione: (2025)

A Systematic Literature Review on Safety of the Intended Functionality for Automated Driving Systems
di: Patel, Milin, et al.
Pubblicazione: (2025)

Counterfactual optimization for fault prevention in complex wind energy systems
di: Carrizosa, Emilio, et al.
Pubblicazione: (2025)

Artificial intelligence for partial differential equations in computational mechanics: A review
di: Wang, Yizheng, et al.
Pubblicazione: (2024)

A novel fault localization with data refinement for hydroelectric units
di: Huang, Jialong, et al.
Pubblicazione: (2024)

Tomography of Quantum States from Structured Measurements via quantum-aware transformer
di: Ma, Hailan, et al.
Pubblicazione: (2023)

Engineering Hybrid Physics-Informed Neural Networks for Next-Generation Electricity Systems: A State-of-the-Art Review
di: Nyangon, Joseph
Pubblicazione: (2026)

Reliability Analysis of Complex Multi-State System Based on Universal Generating Function and Bayesian Network
di: Liu, Xu, et al.
Pubblicazione: (2022)

Lipschitz-bounded 1D convolutional neural networks using the Cayley transform and the controllability Gramian
di: Pauli, Patricia, et al.
Pubblicazione: (2023)

A Graph-Enhanced DeepONet Approach for Real-Time Estimating Hydrogen-Enriched Natural Gas Flow under Variable Operations
di: Liu, Sicheng, et al.
Pubblicazione: (2025)

Novel application of Relief Algorithm in cascaded artificial neural network to predict wind speed for wind power resource assessment in India
di: Malik, Hasmat, et al.
Pubblicazione: (2024)

Layer-Adaptive State Pruning for Deep State Space Models
di: Gwak, Minseon, et al.
Pubblicazione: (2024)

Data-driven architecture to encode information in the kinematics of robots and artificial avatars
di: De Lellis, Francesco, et al.
Pubblicazione: (2024)

Interpretable machine-learning for predicting molecular weight of PLA based on artificial bee colony optimization algorithm and adaptive neurofuzzy inference system
di: Masoumi, Amir Pouya, et al.
Pubblicazione: (2025)

State-Free Inference of State-Space Models: The Transfer Function Approach
di: Parnichkun, Rom N., et al.
Pubblicazione: (2024)

Generative Model Predictive Control in Manufacturing Processes: A Review
di: Lee, Suk Ki, et al.
Pubblicazione: (2025)

LLM-Driven Composite Neural Architecture Search for Multi-Source RL State Encoding
di: Yu, Yu, et al.
Pubblicazione: (2025)

A Survey on Physics Informed Reinforcement Learning: Review and Open Problems
di: Banerjee, Chayan, et al.
Pubblicazione: (2023)

An ADRC-Incorporated Stochastic Gradient Descent Algorithm for Latent Factor Analysis
di: Li, Jinli, et al.
Pubblicazione: (2024)

AIRE-Prune: Asymptotic Impulse-Response Energy for State Pruning in State Space Models
di: Padhy, Apurba Prasad, et al.
Pubblicazione: (2026)

Robust Verification of Controllers under State Uncertainty via Hamilton-Jacobi Reachability Analysis
di: Lin, Albert, et al.
Pubblicazione: (2025)

State and Action Factorization in Power Grids
di: Losapio, Gianvito, et al.
Pubblicazione: (2024)

A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor Networks
di: Ferrer-Cid, Pau, et al.
Pubblicazione: (2024)

A State Alignment-Centric Approach to Federated System Identification: The FedAlign Framework
di: Keçeci, Ertuğrul, et al.
Pubblicazione: (2025)

A Concise Lyapunov Analysis of Nesterov's Accelerated Gradient Method
di: Liu, Jun
Pubblicazione: (2025)

Recursive Gaussian Process State Space Model
di: Zheng, Tengjie, et al.
Pubblicazione: (2024)

A new perspective on Bayesian Operational Modal Analysis
di: O'Connell, Brandon J., et al.
Pubblicazione: (2024)

Feature-Based Echo-State Networks: A Step Towards Interpretability and Minimalism in Reservoir Computer
di: Goswami, Debdipta
Pubblicazione: (2024)

A Deep State-Space Model Compression Method using Upper Bound on Output Error
di: Sakamoto, Hiroki, et al.
Pubblicazione: (2025)

Online Learning of Kalman Filtering: From Output to State Estimation
di: Ye, Lintao, et al.
Pubblicazione: (2026)

A Short and Unified Convergence Analysis of the SAG, SAGA, and IAG Algorithms
di: Zhu, Feng, et al.
Pubblicazione: (2026)

Lyapunov Neural ODE State-Feedback Control Policies
di: Ip, Joshua Hang Sai, et al.
Pubblicazione: (2024)

Adversarial Robustness of Deep State Space Models for Forecasting
di: Anand, Sribalaji C., et al.
Pubblicazione: (2026)

A Simple Finite-Time Analysis of TD Learning with Linear Function Approximation
di: Mitra, Aritra
Pubblicazione: (2024)

Transformers as Implicit State Estimators: In-Context Learning in Dynamical Systems
di: Akram, Usman, et al.
Pubblicazione: (2024)

Geometric SSM: LTI State Space Models for Selective Tasks
di: Casti, Umberto, et al.
Pubblicazione: (2025)

Systolic Array-based Accelerator for Structured State-Space Models
di: Raja, Shiva, et al.
Pubblicazione: (2025)

Learning Surrogate LPV State-Space Models with Uncertainty Quantification
di: Olucha, E. Javier, et al.
Pubblicazione: (2026)

State Derivative Normalization for Continuous-Time Deep Neural Networks
di: Weigand, Jonas, et al.
Pubblicazione: (2024)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
language	"it"
VUFIND_SESSION	"f10c210fd8ec5bb23b168695dd64cef6"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790894950.836 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "f10c210fd8ec5bb23b168695dd64cef6" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"language=it; VUFIND_SESSION=f10c210fd8ec5bb23b168695dd64cef6; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.142"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"40182"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2304_11880/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2304_11880/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790894950.8193
REQUEST_TIME	1790894950

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler