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A novel multimode process monitoring method integrating LDRSKM with Bayesian inference

Shi-jin REN,Yin LIANG,Xiang-jun ZHAO,Mao-yun YANG

Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 8,   Pages 617-633 doi: 10.1631/FITEE.1400263

Abstract: local discriminant regularized soft -means (LDRSKM) method with Bayesian inference is proposed for multimodeprocess monitoring.the data partition obtained, kernel support vector data description (KSVDD) is used to establish the monitoringTwo Bayesian inference based global fault detection indicators are then developed using the local monitoringeffectiveness and efficiency of the proposed method are evaluated using the Tennessee Eastman benchmark process

Keywords: Multimode process monitoring     Local discriminant regularized soft k-means clustering     Kernel supportvector data description     Bayesian inference     Tennessee Eastman process    

A Robust Transfer Dictionary Learning Algorithm for Industrial Process Monitoring Article

Chunhua Yang, Huiping Liang, Keke Huang, Yonggang Li, Weihua Gui

Engineering 2021, Volume 7, Issue 9,   Pages 1262-1273 doi: 10.1016/j.eng.2020.08.028

Abstract:

Data-driven process-monitoring methods have been the mainstream for complex industrial systems dueHowever, most data-driven process-monitoring methods assume that historical training data and onlinediffer, which induces a model mismatch in the process-monitoring task.Thus, it is difficult to achieve accurate process monitoring when a model learned from training dataSuch a dictionary can effectively improve the performance of process monitoring and mode classification

Keywords: Process monitoring     Multimode process     Dictionary learning     Transfer learning    

Tool path strategy and cutting process monitoring in intelligent machining

Ming CHEN, Chengdong WANG, Qinglong AN, Weiwei MING

Frontiers of Mechanical Engineering 2018, Volume 13, Issue 2,   Pages 232-242 doi: 10.1007/s11465-018-0469-y

Abstract: A central technology of intelligent machining—the cutting process online monitoring and optimizationIn this research, the cutting process online monitoring and optimization in jet engine impeller machiningResults show that intelligent tool path optimization and cutting process online monitoring are efficient

Keywords: intelligent machining     tool path strategy     process optimization     online monitoring    

Real time monitoring of bioreactor mAb IgG3 cell culture process dynamics via Fourier transform infraredspectroscopy: Implications for enabling cell culture process analytical technology?

Huiquan Wu, Erik Read, Maury White, Brittany Chavez, Kurt Brorson, Cyrus Agarabi, Mansoor Khan

Frontiers of Chemical Science and Engineering 2015, Volume 9, Issue 3,   Pages 386-406 doi: 10.1007/s11705-015-1533-3

Abstract: Understanding process dynamics of bioreactor cell culture process is essential to establish an appropriateInline spectroscopic techniques for real time monitoring of bioreactor cell culture process have themonitoring has not been reported.The technical feasibility of using FTIR Spectroscopy for real time tracking and monitoring four key cellTherefore, this work demonstrated the technical feasibility of real time monitoring of the bioreactor

Keywords: process analytical technology (PAT)     Fourier-transform infrared (FTIR) spectroscopy     partial least squares(PLS) regression     mouse IgG3     bioreactor cell culture process     real time process monitoring    

Development and application of the real-time monitoring system for filling construction process of high

Cui Bo,Hu Lianxing,Liu Donghai

Strategic Study of CAE 2011, Volume 13, Issue 12,   Pages 91-96

Abstract: control index architecture is established; the method of process monitoring is determined; the solutionscheme is proposed; the monitoring system of core rock-fill dam filling construction process, with thecharacteristics of real-time, high precision, automation and all weather, is developed in order to achieve monitoringon process of transportation to dam and rolling on dam surface.The monitoring system is applied in the construction field of the highest earth rock-fill dam in Asia

Keywords: high core rock-fill dam     filling construction process     real-time monitoring     transportation to dam     rolling    

Paving the way toward soil safety and health: current status, challenges, and potential solutions

Frontiers of Environmental Science & Engineering 2024, Volume 18, Issue 6, doi: 10.1007/s11783-024-1834-1

Abstract:

● The safety and health of soil face global threats from widespread contamination.

Keywords: Soil safety and health     Source emission reduction     Process monitoring and simulation     Green remediation    

Application of Underground Fracture Connection Monitoring in Anpeng Alkali Mine

Qi Tiexin,Liu Jianzhong,Qi Guilin,Dong Feng

Strategic Study of CAE 2006, Volume 8, Issue 7,   Pages 63-67

Abstract:

In this paper, the theories, techniques, methodologies, and results of monitoring primary fracturesconnecting to the injection well in Anpeng Alkali Mine are presented, which combines micro-seismic monitoring

Keywords: Anpeng Alkali Mine     wet process for alkali extraction     underground fracture connection     leveling survey     micro-seismic monitoring    

DE based economic control chart design and application for a typical petrochemical process

Zhi LI, Feng QIAN, Wenli DU, Weimin ZHONG

Frontiers of Engineering Management 2017, Volume 4, Issue 3,   Pages 348-356 doi: 10.15302/J-FEM-2017043

Abstract: process.The CTA hydropurification process is used to reduce impurities, such as 4-carboxybenzaldehyde, whichFrom the safety and economic viewpoints, monitoring this process is necessary.Four main faults of this process are analyzed in this study.The common process monitoring methods always use and SPE statistic as control limits.

Keywords: petrochemical     PTA     economic control chart design     process monitoring     DE algorithm    

Assessment of bridge expansion joints using long-term displacement measurement under changing environmental conditions

Youliang DING, Aiqun LI

Frontiers of Structural and Civil Engineering 2011, Volume 5, Issue 3,   Pages 374-380 doi: 10.1007/s11709-011-0122-x

Abstract: Statistical process control using mean value control charts is further used to detect damage to the bridge

Keywords: structural health monitoring     displacement     expansion joint     temperature effect     wind effect     traffic loading     statistical process control     suspension bridge    

Non-invasive continuous blood pressure monitoring: a review of current applications

Elena Chung, Guo Chen, Brenton Alexander, Maxime Cannesson

Frontiers of Medicine 2013, Volume 7, Issue 1,   Pages 91-101 doi: 10.1007/s11684-013-0239-5

Abstract:

Blood pressure monitoring has come a long way from the initial observations made by Reverend HalesThere are none that deny the importance of monitoring perioperative blood pressure; however, the limitedability of the current prevalent technology (oscillometric blood pressure monitoring) to offer continuousInvasive monitoring is able to detect beat-to-beat blood pressure measurement, but the risks inherent, and especially the creation of those offering non-invasive but continuous blood pressure monitoring

Keywords: non-invasive blood pressure monitoring     continuous blood pressure monitoring     invasive blood pressure monitoring    

Continuous dynamic monitoring of a centenary iron bridge for structural modification assessment

Carmelo GENTILE,Antonella SAISI

Frontiers of Structural and Civil Engineering 2015, Volume 9, Issue 1,   Pages 26-41 doi: 10.1007/s11709-014-0284-4

Abstract: A multi-channel continuous dynamic monitoring system has been installed in a centenary iron arch bridgeThe monitoring project follows a series of preliminary ambient vibration tests carried out on the bridgedynamic characteristics identified from the experimental studies developed since 2009, the installed monitoring

Keywords: automated modal identification     continuous dynamic monitoring     environmental/operational effects     iron archbridge     structural health monitoring    

Needs and challenges of optical atmospheric monitoring on the background of carbon neutrality in China

Frontiers of Environmental Science & Engineering 2024, Volume 18, Issue 6, doi: 10.1007/s11783-024-1833-2

Abstract:

● A system of environmental optical monitoring technology has been

Keywords: Pollution     Greenhouse gas     Optical atmospheric monitoring     Needs and challenges    

In-situ condition monitoring of reinforced concrete structures

Sanjeev Kumar VERMA,Sudhir Singh BHADAURIA,Saleem AKHTAR

Frontiers of Structural and Civil Engineering 2016, Volume 10, Issue 4,   Pages 420-437 doi: 10.1007/s11709-016-0336-z

Abstract: modeling of physical deterioration mechanisms, performance characteristics and parameters and condition monitoring

Keywords: concrete     carbonation     chloride     corrosion     monitoring     models    

Fatigue stress monitoring and analyses for steel box girder of Runyang Suspension Bridge

WANG Ying, LI Zhaoxia, WU Baijian

Frontiers of Structural and Civil Engineering 2008, Volume 2, Issue 3,   Pages 197-204 doi: 10.1007/s11709-008-0038-2

Abstract: The monitoring of fatigue stress of steel bridge is a key issue of bridge health monitoring and safetyloading during its first year of service based on the strain-history data recorded by structural health monitoringloads were studied as well as the correlation between varying strain and temperature based on real-time monitoringThe results show that, monitoring on local strain in health monitoring systems of RYSB can effectivelyThe range of the equivalent fatigue stress on the monitoring location of the bridge is currently low,

Keywords: bridge     monitoring location     RYSB     traffic loading     information    

Structural health monitoring with fiber optic sensors

F. ANSARI

Frontiers of Mechanical Engineering 2009, Volume 4, Issue 2,   Pages 103-110 doi: 10.1007/s11465-009-0032-y

Abstract: Civil structures pose further challenges in monitoring mainly due to their large dimensions, diversityThis article provides a summary of basic principles pertaining to practical health monitoring of civil

Keywords: Bridges     structural health monitoring     smart skins     cracks     strains     displacements     fiber optic sensors     FBG    

Title Author Date Type Operation

A novel multimode process monitoring method integrating LDRSKM with Bayesian inference

Shi-jin REN,Yin LIANG,Xiang-jun ZHAO,Mao-yun YANG

Journal Article

A Robust Transfer Dictionary Learning Algorithm for Industrial Process Monitoring

Chunhua Yang, Huiping Liang, Keke Huang, Yonggang Li, Weihua Gui

Journal Article

Tool path strategy and cutting process monitoring in intelligent machining

Ming CHEN, Chengdong WANG, Qinglong AN, Weiwei MING

Journal Article

Real time monitoring of bioreactor mAb IgG3 cell culture process dynamics via Fourier transform infraredspectroscopy: Implications for enabling cell culture process analytical technology?

Huiquan Wu, Erik Read, Maury White, Brittany Chavez, Kurt Brorson, Cyrus Agarabi, Mansoor Khan

Journal Article

Development and application of the real-time monitoring system for filling construction process of high

Cui Bo,Hu Lianxing,Liu Donghai

Journal Article

Paving the way toward soil safety and health: current status, challenges, and potential solutions

Journal Article

Application of Underground Fracture Connection Monitoring in Anpeng Alkali Mine

Qi Tiexin,Liu Jianzhong,Qi Guilin,Dong Feng

Journal Article

DE based economic control chart design and application for a typical petrochemical process

Zhi LI, Feng QIAN, Wenli DU, Weimin ZHONG

Journal Article

Assessment of bridge expansion joints using long-term displacement measurement under changing environmental conditions

Youliang DING, Aiqun LI

Journal Article

Non-invasive continuous blood pressure monitoring: a review of current applications

Elena Chung, Guo Chen, Brenton Alexander, Maxime Cannesson

Journal Article

Continuous dynamic monitoring of a centenary iron bridge for structural modification assessment

Carmelo GENTILE,Antonella SAISI

Journal Article

Needs and challenges of optical atmospheric monitoring on the background of carbon neutrality in China

Journal Article

In-situ condition monitoring of reinforced concrete structures

Sanjeev Kumar VERMA,Sudhir Singh BHADAURIA,Saleem AKHTAR

Journal Article

Fatigue stress monitoring and analyses for steel box girder of Runyang Suspension Bridge

WANG Ying, LI Zhaoxia, WU Baijian

Journal Article

Structural health monitoring with fiber optic sensors

F. ANSARI

Journal Article