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A new method for estimating the longevity and degradation of photovoltaic systems considering weather

Amir AHADI,Hosein HAYATI,Joydeep MITRA,Reza ABBASI-ASL,Kehinde AWODELE

Frontiers in Energy 2016, Volume 10, Issue 3,   Pages 277-285 doi: 10.1007/s11708-016-0400-3

Abstract: In this paper, an ovel analytical model of the four weather conditions based on the Markov chain is proposedThe Markov method is well suited to estimate the reliability and availability of systems based on a continuousThe proposed method is generic enough to be applied to reliability evaluation of PV systems and evenFor each aspect, a method is proposed, and the complete focusing methodology is expounded and validatedThe results also demonstrate the feasibility and applicability of the proposed method for effective modeling

Keywords: photovoltaic (PV) systems     solar cell     Markov model     weather effects    

Research on pedestrian escape route without visibility based on Markov chain model

Xiaoping ZHENG, Lijuan DU, Hongjiang WANG,

Frontiers of Chemical Science and Engineering 2010, Volume 4, Issue 3,   Pages 283-289 doi: 10.1007/s11705-009-0272-8

Abstract: It is a pioneering work to use a Markov chain model to study the pedestrian escape route without visibilityIn this paper, based on the Markov chain probability transition matrix, the algorithms with random numbersThe research results show that the Markov chain model is more realistic as a means of studying pedestrian

Keywords: pioneering     direction     spatial-grid     realistic     transition characteristic    

Generating capacity adequacy evaluation of large-scale, grid-connected photovoltaic systems

Amir AHADI,Seyed Mohsen MIRYOUSEFI AVAL,Hosein HAYATI

Frontiers in Energy 2016, Volume 10, Issue 3,   Pages 308-318 doi: 10.1007/s11708-016-0415-9

Abstract: In this paper, a novel approach based on the Markov method has been proposed to investigate the effectsThe proposed method serves as an applicable tool to estimate performance (e.g., energy yield and capacityThe Markov method framework has been incorporated with the multi-state models to develop energy statesThe proposed method can be easily extended to estimate the operating and maintenance costs for the financial

Keywords: adequacy assessment     Markov method     large-scale grid-connected photovoltaic(PV) systems     long-term operation    

Identification of pollution sources in rivers using a hydrodynamic diffusion wave model and improved Bayesian-Markov

Frontiers of Environmental Science & Engineering 2023, Volume 17, Issue 7, doi: 10.1007/s11783-023-1685-1

Abstract:

● A hydrodynamic-Bayesian inference model was developed for water pollution tracking.

Keywords: Identification of pollution sources     Water quality restoration     Bayesian inference     Hydrodynamic model     Inverse problem    

Forecast of fire accidents based on Grey-Markov model

Mao Zhanli,ZhuYi,Yang Bozhong,ZhuLei

Strategic Study of CAE 2010, Volume 12, Issue 1,   Pages 98-101

Abstract: by many complex factors, and it has the characteristics of random and fluctuation, so grey model and Markovmodel are combined together to establish a new Grey-Markov model in this paper .The paper adopts greymodel and Markov model to show grey feature and random separately, at last the model is used to predictThe result shows the forecast precision of Grey-Markov model is higher than the forecast precision of

Keywords: Grey model     Markov model     fire accidents     forecast    

Elevator Configuration Based on the Markov Network Queuing Model

Zong Qun,Cheng Yiju,Song Junyuan

Strategic Study of CAE 2003, Volume 5, Issue 10,   Pages 69-72

Abstract:

The article applies the Markov network theory to build the elevator traffic model.elevator configuration parameters of the serving stations are calculated, comparing it with traditional method, the result shows better effect of the method.Meanwhile the result shows the validity and feasibility of the method applied to elevator configuration

Keywords: Markov network queuing theory     elevator traffic model     optimizing elevator configuration    

Sequential degradation-based burn-in test with multiple periodic inspections

Frontiers of Engineering Management 2021, Volume 8, Issue 4,   Pages 519-530 doi: 10.1007/s42524-021-0166-0

Abstract: We cast the problem into a partially observed Markov decision process to minimize the expected total

Keywords: burn-in     degradation     multiple inspections     Wiener process     partially observed Markov decision process    

Intertidal area classification with generalized extreme value distribution and Markov random field in None

Ting-ting JIN, Xiao-qiang SHE, Xiao-lan QIU, Bin LEI

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 2,   Pages 253-264 doi: 10.1631/FITEE.1700462

Abstract: The key point of the method is to combine the generalized extreme value (GEV) statistical model of thepolarization features and the Markov random field (MRF) for contextual smoothing.

Keywords: Intertidal classification     Polarimetric synthetic aperture radar     Finite mixture model     Markov random field    

Image-based fall detection and classification of a user with a walking support system

Sajjad TAGHVAEI, Kazuhiro KOSUGE

Frontiers of Mechanical Engineering 2018, Volume 13, Issue 3,   Pages 427-441 doi: 10.1007/s11465-017-0465-7

Abstract: and five falling types), and propose two different methods, namely, normal distribution and hidden MarkovThe first method shows that the centroid position follows a normal distribution while walking, whichThe second method implements HMMs to detect and recognize these states.The proposed method can be implemented to other abnormality detection/classification applications that

Keywords: fall detection     walking support     hidden Markov model     multivariate analysis    

Reliability evaluation of future photovoltaic systems with smart operation strategy

Amir AHADI,Hosein HAYATI,Seyed Mohsen MIRYOUSEFI AVAL

Frontiers in Energy 2016, Volume 10, Issue 2,   Pages 125-135 doi: 10.1007/s11708-015-0392-4

Abstract: Then, an innovative analytical method based on the Markov process is presented to model smart operationsmart operation strategies for PV systems as well as the applicability and feasibility of the proposed method

Keywords: smart operation strategy     renewable energy     fault tree analysis (FTA)     Markov model    

State identification of home appliance with transient features in residential buildings

Frontiers in Energy 2022, Volume 16, Issue 1,   Pages 130-143 doi: 10.1007/s11708-022-0822-z

Abstract: This study proposes an online method based on the transient behavior of individual appliances as wellstates for each appliance using the density-based spatial clustering of applications with noise (DBSCAN) methodstates of the working appliances are identified from aggregated power signals using the Kalman filtering methodin the factorial hidden Markov model (FHMM).The proposed method was tested on a high-resolution data set such as Labeled hIgh-Frequency daTaset for

Keywords: monitoring (NILM)     load disaggregation     online load disaggregation     Kalman filtering     factorial hidden Markov    

Time-series prediction based on global fuzzy measure in social networks

Li-ming YANG,Wei ZHANG,Yun-fang CHEN

Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 10,   Pages 805-816 doi: 10.1631/FITEE.1500025

Abstract: Finally, the trend of fuzzy network evolution is analyzed and predicted with a fuzzy Markov chain.

Keywords: Time-series network     Fuzzy network     Fuzzy Markov chain    

Multi-band Synchronization Model for Speech Recognition Under Noisy Condition

Sun Wei,Wu Zhenyang

Strategic Study of CAE 2006, Volume 8, Issue 3,   Pages 31-34

Abstract:

Based on perception characteristic of human ear, this paper proposes synchronization multi-band maximum likelihood linear regression algorithm for robust speech recognition under noisy condition. The algorithm utilizes maximum likelihood as estimation criteria to compensate the effects of noisy condition with multi-band synchronization model and noise corruption assumption. The tests show that the proposed algorithm improves the performance of recognition system effectively.

Keywords: hidden Markov model     maximum likelihood     multi-band synchronization model     speech recognition    

Capacity of VoIP in IEEE 802.11 Wireless LAN

Chen Liquan,Hu Aiqun,Zhou Xueli

Strategic Study of CAE 2005, Volume 7, Issue 7,   Pages 81-85

Abstract: Taking collision probability into account, the stochastic analysis based on a Markov chain to calculate

Keywords: wireless LAN     voice over IP     capacity     Markov chain    

Capacity analysis for cognitive heterogeneous networks with ideal/non-ideal sensing

Tao HUANG, Ying-lei TENG, Meng-ting LIU, Jiang LIU

Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 1,   Pages 1-11 doi: 10.1631/FITEE.1400129

Abstract: By using discrete-time Markov chains (DTMCs), the spectrum mobility with respect to the arrival and departureThen an integral method is proposed to derive the interference based on stochastic geometry (SG).Simulation results are illustrated to show that the proposed capacity analysis method for CHNs can approximate

Keywords: Cognitive heterogeneous networks     Markov chain     Stochastic geometry     Homogeneous Poisson point process (    

Title Author Date Type Operation

A new method for estimating the longevity and degradation of photovoltaic systems considering weather

Amir AHADI,Hosein HAYATI,Joydeep MITRA,Reza ABBASI-ASL,Kehinde AWODELE

Journal Article

Research on pedestrian escape route without visibility based on Markov chain model

Xiaoping ZHENG, Lijuan DU, Hongjiang WANG,

Journal Article

Generating capacity adequacy evaluation of large-scale, grid-connected photovoltaic systems

Amir AHADI,Seyed Mohsen MIRYOUSEFI AVAL,Hosein HAYATI

Journal Article

Identification of pollution sources in rivers using a hydrodynamic diffusion wave model and improved Bayesian-Markov

Journal Article

Forecast of fire accidents based on Grey-Markov model

Mao Zhanli,ZhuYi,Yang Bozhong,ZhuLei

Journal Article

Elevator Configuration Based on the Markov Network Queuing Model

Zong Qun,Cheng Yiju,Song Junyuan

Journal Article

Sequential degradation-based burn-in test with multiple periodic inspections

Journal Article

Intertidal area classification with generalized extreme value distribution and Markov random field in

Ting-ting JIN, Xiao-qiang SHE, Xiao-lan QIU, Bin LEI

Journal Article

Image-based fall detection and classification of a user with a walking support system

Sajjad TAGHVAEI, Kazuhiro KOSUGE

Journal Article

Reliability evaluation of future photovoltaic systems with smart operation strategy

Amir AHADI,Hosein HAYATI,Seyed Mohsen MIRYOUSEFI AVAL

Journal Article

State identification of home appliance with transient features in residential buildings

Journal Article

Time-series prediction based on global fuzzy measure in social networks

Li-ming YANG,Wei ZHANG,Yun-fang CHEN

Journal Article

Multi-band Synchronization Model for Speech Recognition Under Noisy Condition

Sun Wei,Wu Zhenyang

Journal Article

Capacity of VoIP in IEEE 802.11 Wireless LAN

Chen Liquan,Hu Aiqun,Zhou Xueli

Journal Article

Capacity analysis for cognitive heterogeneous networks with ideal/non-ideal sensing

Tao HUANG, Ying-lei TENG, Meng-ting LIU, Jiang LIU

Journal Article