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標(biāo)題: Titlebook: Data-Driven Fault Detection for Industrial Processes; Canonical Correlatio Zhiwen Chen Book 2017 Springer Fachmedien Wiesbaden GmbH 2017 Mu [打印本頁(yè)]

作者: informed    時(shí)間: 2025-3-21 16:20
書(shū)目名稱(chēng)Data-Driven Fault Detection for Industrial Processes影響因子(影響力)




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書(shū)目名稱(chēng)Data-Driven Fault Detection for Industrial Processes讀者反饋




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作者: Gerontology    時(shí)間: 2025-3-21 22:20
https://doi.org/10.1007/978-3-031-49193-1ul implementations have been reported [40, 89, 125], the existing data-driven FD methods pay often less attention to deterministic disturbances. Recently, Luo . [75] proposed a data-driven FD approach for static processes with deterministic disturbances.
作者: milligram    時(shí)間: 2025-3-22 01:21

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作者: Biofeedback    時(shí)間: 2025-3-22 10:17
New Results for Network Pollution GamesAdditive faults normally represent changes such as an abrupt increase in feed or a biased sensor, while multiplicative faults usually refer to changes, like variation in system parameters and variance of measurement noise [10, 16, 25, 90].
作者: Mendacious    時(shí)間: 2025-3-22 13:12

作者: Mendacious    時(shí)間: 2025-3-22 20:03
Occluded Face Recognition with Deep LearningIn this dissertation, the evaluation and comparison of two basic detection statistics for data-driven FD methods have been carried out, and advanced data-driven FD methods have been developed for complex industrial processes.
作者: chondromalacia    時(shí)間: 2025-3-22 22:34
Improved CCA-based Fault Detection Methods,Additive faults normally represent changes such as an abrupt increase in feed or a biased sensor, while multiplicative faults usually refer to changes, like variation in system parameters and variance of measurement noise [10, 16, 25, 90].
作者: 助記    時(shí)間: 2025-3-23 03:41

作者: 鑲嵌細(xì)工    時(shí)間: 2025-3-23 06:00
Conclusions and Future Work,In this dissertation, the evaluation and comparison of two basic detection statistics for data-driven FD methods have been carried out, and advanced data-driven FD methods have been developed for complex industrial processes.
作者: diabetes    時(shí)間: 2025-3-23 13:34
Shortest Longest-Path Graph Orientationsmic operation and overall system reliability, are being pushed up in industry, e.g., in the process and manufacturing industry [74]. To meet these demands, the complexity and automation of modern industrial processes have significantly increased [26]. For example, in a typical alumina evaporation pr
作者: CANON    時(shí)間: 2025-3-23 16:23

作者: 向宇宙    時(shí)間: 2025-3-23 19:30
New Results for Network Pollution Gamesaluation index called expected detection delay, which is applicable for evaluating .. and . statistics. Aimed at alarm management, Yang . [115] have investigated the analytical probability distribution of the time to a false alarm (TFA) using the classic general likelihood-ratio and cumulative sum-b
作者: 相互影響    時(shí)間: 2025-3-24 01:43

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作者: 使?jié)M足    時(shí)間: 2025-3-24 07:19
Zhiwen ChenPublication in the field of technical sciences
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作者: 值得贊賞    時(shí)間: 2025-3-24 21:37
A Projection-based FD method for Dynamic Processes with deterministic disturbances,ul implementations have been reported [40, 89, 125], the existing data-driven FD methods pay often less attention to deterministic disturbances. Recently, Luo . [75] proposed a data-driven FD approach for static processes with deterministic disturbances.
作者: reperfusion    時(shí)間: 2025-3-24 23:41
trial processes. With the ever increasing demands on reliability and safety in industrial processes, fault detection has become an important issue. Although the model-based fault detection theory has been well studied in the past decades, its applications are limited to large-scale industrial proces
作者: 易達(dá)到    時(shí)間: 2025-3-25 05:54
Shortest Longest-Path Graph Orientationsands, the complexity and automation of modern industrial processes have significantly increased [26]. For example, in a typical alumina evaporation process, there are numerous control loops, in which a great number of sensors and actuators are embedded [14].
作者: Nefarious    時(shí)間: 2025-3-25 10:32
New Results for Network Pollution Gamesnvestigated the analytical probability distribution of the time to a false alarm (TFA) using the classic general likelihood-ratio and cumulative sum-based FD methods. However, it does not seem applicable for these statistics applied in this dissertation, i.e., .. and . statistics, owing to their high complexities.
作者: ESO    時(shí)間: 2025-3-25 11:59
Vít Jelínek,Eva Jelínková,Jan Kratochvíltuators, while PLS-based methods are applied to process variables and output variables (quality variables) or key performance indicators, which are on-line unmeasurable or measurable only with a large time delay.
作者: Pantry    時(shí)間: 2025-3-25 19:23
rrelation analysis (CCA) and projection-based methods are proposed from the perspectives of process input and output data, less engineering effort and wide application scope. For performance evaluation of FD methods, a new index is also developed..978-3-658-16755-4978-3-658-16756-1
作者: brachial-plexus    時(shí)間: 2025-3-25 20:51

作者: progestogen    時(shí)間: 2025-3-26 03:10

作者: Acetaldehyde    時(shí)間: 2025-3-26 07:13
Evaluation and Comparison of ,, and , Statistics for Fault Detection,nvestigated the analytical probability distribution of the time to a false alarm (TFA) using the classic general likelihood-ratio and cumulative sum-based FD methods. However, it does not seem applicable for these statistics applied in this dissertation, i.e., .. and . statistics, owing to their high complexities.
作者: progestin    時(shí)間: 2025-3-26 11:28
Canonical Correlation Analysis-based Fault Detection Methods,tuators, while PLS-based methods are applied to process variables and output variables (quality variables) or key performance indicators, which are on-line unmeasurable or measurable only with a large time delay.
作者: moratorium    時(shí)間: 2025-3-26 14:22
Book 2017iability and safety in industrial processes, fault detection has become an important issue. Although the model-based fault detection theory has been well studied in the past decades, its applications are limited to large-scale industrial processes because it is difficult to build accurate models. Fu
作者: yohimbine    時(shí)間: 2025-3-26 18:25
Introduction,mic operation and overall system reliability, are being pushed up in industry, e.g., in the process and manufacturing industry [74]. To meet these demands, the complexity and automation of modern industrial processes have significantly increased [26]. For example, in a typical alumina evaporation pr
作者: 起來(lái)了    時(shí)間: 2025-3-26 23:08
The Basics of Fault Detection,erent types of system models, among which the linear time invariant (LTI) system is the mostly used one. According to the process dynamics and application scopes, such systems are commonly classified into static and dynamic classes.
作者: legitimate    時(shí)間: 2025-3-27 04:57

作者: Galactogogue    時(shí)間: 2025-3-27 09:10
Canonical Correlation Analysis-based Fault Detection Methods,re that the PCAbased methods only consider the process variables in both procedures and detect changes in the condition of the process, sensors and actuators, while PLS-based methods are applied to process variables and output variables (quality variables) or key performance indicators, which are on
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Data-Driven Fault Detection for Industrial Processes978-3-658-16756-1
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作者: Hyperlipidemia    時(shí)間: 2025-3-28 11:30
Matt Young Ph. D.e substantial seasonal cycles is the noticeable lake shrinkage in recent years, especially the Tonle Sap Lake. Evidently decreased inundation was found in most years in the recent two decades from 2000 to 2018. An evident decreasing trend in runoff caused by climate change in the high correlation zo
作者: guardianship    時(shí)間: 2025-3-28 18:20
as possible, related topics that are or will produce a significant technical change or economic impact on HVAC&R systems now or in the near future will be highlighted. A selected list of references is given at the end of this chapter, including an excellent treatment of winery refrigeration technol
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作者: 催眠    時(shí)間: 2025-3-28 23:59
Giovanni Casini,Thomas Meyer,Ivan Varzinczakiterary idealism brings forth possibilities that would otherwise be excluded from our habits of thought. In this connection, the chapter examines the notion of possible worlds and the horizons d’attente which are thereby opened up.
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