This paper develops a fast filtering algorithm based on vibration systems theory and neural information exchange approach. The characters, including the derivation process and parameter analysis, are discussed and the...This paper develops a fast filtering algorithm based on vibration systems theory and neural information exchange approach. The characters, including the derivation process and parameter analysis, are discussed and the feasibility and the effectiveness are testified by the filtering performance compared with various filtering methods, such as the fast wavelet transform algorithm, the particle filtering method and our previously developed single degree of freedom vibration system filtering algorithm, according to simulation and practical approaches. Meanwhile, the comparisons indicate that a significant advantage of the proposed fast filtering algorithm is its extremely fast filtering speed with good filtering perfi^rmance. Further, the developed fast filtering algorithm is applied to the navigation and positioning system of the micro motion robot, which is a high real-time requirement for the signals preprocessing. Then, the preprocessing data is used to estimate the heading angle error and the attitude angle error of the micro motion robot. The estimation experiments illustrate the high practicality of the proposed fast filtering algorithm.展开更多
Inactive user participants are an obstacle to the improvement of the sustainability of health information exchange platforms.First,the evolutionary game model of patients and healthcare providers participating in info...Inactive user participants are an obstacle to the improvement of the sustainability of health information exchange platforms.First,the evolutionary game model of patients and healthcare providers participating in information sharing under four value-based healthcare delivery modes,i.e.,traditional medical model,collaborative care,self-managed care(SMC),and healthcare value co-creation(HVC),is constructed.Second,co-creators'initial participation ratio,information quality,which can trigger deviation from equilibrium sustainability in the dynamic process,is analyzed.Results show that extensive patient participation is more helpful to sustainable platform operation than provider participation.Moreover,quality patient data are more conducive to transforming the healthcare model from SMC to HVC than healthcare provider data.展开更多
With the purpose of enhancing effective collaboration between architects and structural engineers in the building design field, an integration tool was developed for supporting information exchange from architectural ...With the purpose of enhancing effective collaboration between architects and structural engineers in the building design field, an integration tool was developed for supporting information exchange from architectural model to structural model. The PKPM （Bopomofo acronym, a Chinese building design software） structural model and an industry foundation classes （IFC） data model were adopted and analyzed to design the framework of the integration tool. The technique of mixed program languages （C＋＋ and FORTRAN） was applied to developing the tool software, and the connectivity relationships and intersection nodes between the structural elements were optimized and simplified. A case study was implemented to illustrate the method to use the integration tool for information exchange from IFC-format architectural model to PKPM structural model. The results show that the tool can extract the information of architectural model and form a corresponding structural model. The presented method can help to enhance the modeline efficiency at the structural design phase.展开更多
Information exchange platform(IEP)for port logistics is used to realize data transmission among different sys-tems and districts by Internet.This paper presents the web services technology used in transferring informa...Information exchange platform(IEP)for port logistics is used to realize data transmission among different sys-tems and districts by Internet.This paper presents the web services technology used in transferring information for port logistics.The system architecture based on J2EE and B/S mode frame has been constructed to subscribe the distributed information.To en-sure platform independent,extensible markup language(XML)integration technology was also used in the system design.展开更多
BACKGROUND As one of the fatal diseases with high incidence,lung cancer has seriously endangered public health and safety.Elderly patients usually have poor self-care and are more likely to show a series of psychologi...BACKGROUND As one of the fatal diseases with high incidence,lung cancer has seriously endangered public health and safety.Elderly patients usually have poor self-care and are more likely to show a series of psychological problems.AIM To investigate the effectiveness of the initial check,information exchange,final accuracy check,reaction(IIFAR)information care model on the mental health status of elderly patients with lung cancer.METHODS This study is a single-centre study.We randomly recruited 60 elderly patients with lung cancer who attended our hospital from January 2021 to January 2022.These elderly patients with lung cancer were randomly divided into two groups,with the control group taking the conventional propaganda and education and the observation group taking the IIFAR information care model based on the conventional care protocol.The differences in psychological distress,anxiety and depression,life quality,fatigue,and the locus of control in psychology were compared between these two groups,and the causes of psychological distress were analyzed.RESULTS After the intervention,Distress Thermometer,Hospital Anxiety and Depression Scale(HADS)for anxiety and the HADS for depression,Revised Piper’s Fatigue Scale,and Chance Health Locus of Control scores were lower in the observation group compared to the pre-intervention period in the same group and were significantly lower in the observation group compared to those of the control group(P<0.05).After the intervention,Quality of Life Questionnaire Core 30(QLQ-C30),Internal Health Locus of Control,and Powerful Others Health Locus of Control scores were significantly higher in the observation and the control groups compared to the pre-intervention period in their same group,and QLQ-C30 scores were significantly higher in the observation group compared to those of the control group(P<0.05).CONCLUSION The IIFAR information care model can help elderly patients with lung cancer by reducing their anxiety and depression,psychological distress,and fatigue,improving their tendencies on the locus of control in psychology,and enhancing their life qualities.展开更多
Background: Misinformation on interactive Knowledge Exchange Social Websites (KESWs) is concerning since it can influence Internet users’ health behaviors, especially during an infectious disease outbreak. Objective:...Background: Misinformation on interactive Knowledge Exchange Social Websites (KESWs) is concerning since it can influence Internet users’ health behaviors, especially during an infectious disease outbreak. Objective: The present study seeks to examine the accuracy and characteristics of health information posted to a Knowledge Exchange Social Website (KESW). Methods: A sample of 204 answers to Ebola questions were extracted and rated for accuracy. Multiple logistic regression modeling was used to examine whether answer characteristics (best answer, professional background, statistical information, source disclosed, link, and word count) predicted accuracy. Results: Overall, only 27.0% of the posted answers were rated as “accurate”. Accuracy varied across question topics with between 11.8% - 45.5% of answers being rated as accurate. When Yahoo Answers’ “best answers” were examined, the overall accuracy was substantially higher, with 80.0% of “best answers” being rated as accurate compared to 16.0% of all other answers. Conclusion: There is need for tools to help Internet users navigate health information posted on these dynamic user-generated knowledge exchange social websites.展开更多
This paper considers a decomposition framework as a mechanism for information hiding for secure communication via open network channels. Two varieties of this framework are provided: one is based on Gaussian arithmeti...This paper considers a decomposition framework as a mechanism for information hiding for secure communication via open network channels. Two varieties of this framework are provided: one is based on Gaussian arithmetic with complex modulus and another on an elliptic curve modular equation. The proposed algorithm is illustrated in a numerical example.展开更多
<strong>Background:</strong> The potential for misinformation on usercontrolled Knowledge Exchange Social Websites (KESWs) is concerning since it can actively influence Internet users’ knowledge, attitude...<strong>Background:</strong> The potential for misinformation on usercontrolled Knowledge Exchange Social Websites (KESWs) is concerning since it can actively influence Internet users’ knowledge, attitudes, and behaviors related to childhood vaccinations. <strong>Objective:</strong> The present study examines the accuracy and predictors of health information posted to a Knowledge Exchange Social Website (KESW). <strong>Methods:</strong> A sample of 480 answers to childhood vaccination questions were retrieved and rated for accuracy. Multiple logistic regression modeling was used to examine whether answer characteristics (best answer, professional background, statistical information, source disclosure, online link, word count, vaccine stance, and tone) predict accuracy. <strong>Results:</strong> Overall, only 56.2% of the posted answers were rated as “accurate.” Accuracy varied by topics with between 52.8% - 64.3% being rated as accurate. When Yahoo Answers’ “best answers” were examined, only 49.2% rated as accurate compared to 57.7% of all other answers, a finding attributed to widespread nominations of vaccine misinformation as “best answers” for questions addressing the side effects of vaccines. For all other types of questions, “best answers” were more likely to be accurate. Regression modeling revealed that discussions of personal choices regarding childhood vaccinations predicted the accuracy of posted answers, with those who mentioned vaccinating their own children proving more likely to communicate accurate vaccine information, and those expressing vaccine hesitancy proving more likely to share factually inaccurate statements about vaccines. <strong>Conclusion:</strong> The high prevalence of misinformation on KESWs suggests that these websites may serve as a vector for spreading vaccine misperceptions. Further research is needed to assess the impact of various KESWs and to develop effective, coordinated responses by public health agencies.展开更多
This research looks at the characteristics of social networks of rural people in different careers and income conditions.The study also investigates information exchange amongst rural people.The aim of this research i...This research looks at the characteristics of social networks of rural people in different careers and income conditions.The study also investigates information exchange amongst rural people.The aim of this research is to analyze social networks’implication in the information exchange of rural people in China.Design/methodology/approach:The field work investigation of this study is a questionnaire survey of the egocentric social networks of 660 rural people in China.The characteristics of social networks are revealed through social network analysis(SNA).Findings:Analysis of quantitative date indicates that the social networks of Chinese rural people are small sized,filled with very strong ties and characterized by high-homogeneity.These characteristics limit the exchange of useful and new information.Research limitations:This survey was taken on a small scale of respondents.It did not focus on the information poverty issue,though the results indicate that a strong information divide exists amongst rural people.Practical implications:The social networks of rural people are viewed as their main information exchange channel on the one hand;however on the other hand,they does play a negative role in ameliorating information poverty.Through these social networks,rural people with different educational backgrounds and income levels suffer the information divide.Originality/value:This research focuses on the seven kinds of information which are crucial in rural people’s living and productivity.The connection between the characteristics of social networks and information exchange are revealed.展开更多
In the modem society where information is efficient, information exchange is an important affair and function of trade association. However, information exchange behaviors of industry association will have double and ...In the modem society where information is efficient, information exchange is an important affair and function of trade association. However, information exchange behaviors of industry association will have double and legal effect on market and competition, which can not only promote the communication among members of the industry to find a solution to the industry benefit maximization, but also can produce inhibition and barriers to competition in the market. So in this paper, the industry association analysis will be made on the pros and cons of the information exchange, and the legislative defects and the insufficiency of information exchange industry association in our country. According to the practice in our country, the author puts forward the system design of our country industry association information exchange behavior.展开更多
The coordination of power distribution networks (PDNs) and microgrids (MGs) is challenging due to the abundant resources and their dispersed geographical distribution,making centralized computation inefficient.To addr...The coordination of power distribution networks (PDNs) and microgrids (MGs) is challenging due to the abundant resources and their dispersed geographical distribution,making centralized computation inefficient.To address this issue,we propose a coordination framework with single leader and multiple followers that allows limited information exchange.In this framework,the PDN operators act as leaders,while the MG operators act as followers.However,variations in load and renewable energy during MG scheduling intervals can cause variability in power transactions between PDNs and MGs.This variability can reduce the net revenue of MGs and increase the operation costs of PDNs,which makes it essential to consider the worst-case fluctuations.We introduce a multi-agent robust deep reinforcement learning (MARDRL) approach for coordination of PDNs and MGs,accounting for the worst-case scenarios.The numerical results on the test systems verify the effectiveness of the proposed approach in enhancing the coordination of PDNs and MGs.展开更多
The key exchange is a fundamental building block in the cryptography. Several provable security models for the key exchange protocol are proposed. To determine the exact properties required by the protocols, a single ...The key exchange is a fundamental building block in the cryptography. Several provable security models for the key exchange protocol are proposed. To determine the exact properties required by the protocols, a single unified security model is essential, The eCK , eCK and CK models are examined and the result is proved that the eCK＇ model is the strongest provable security model for the key exchange. The relative security strength among these models is analyzed. To support the implication or non-implication relations among these models, the formal proofs and the counter-examples are given.展开更多
With the deepening of the power system reform,an increasing number of microgrids are being integrated into the distribution network.In traditional centralized optimization algorithms,the optimal power flow model of th...With the deepening of the power system reform,an increasing number of microgrids are being integrated into the distribution network.In traditional centralized optimization algorithms,the optimal power flow model of the distribution network and the optimal scheduling model of microgrid clusters are directly coupled and solved simultaneously.This process involves extensive information exchange between the upper distribution network system and the lower microgrid clusters,which not only increases the communication burden but also prolongs computation time and raises computational complexity.Moreover,it requires excessive information sharing,making it difficult to achieve limited information exchange between the upper and lower systems.In this paper,an optimization model and solution method based on the analytical target cascading approach are proposed.First,a typical microgrid model is constructed.On this basis,a collaborative optimization model for the active distribution network(ADN)and microgrid clusters is established.The distribution network and the microgrid clusters are treated as a unified entity of interest,with their interconnection power represented as virtual generators and virtual loads to achieve decoupling.Finally,simulations based on the IEEE-33 node standard system are conducted.Compared with the centralized algorithm,the effectiveness of the analytical target cascading method in coordinating the distribution network and microgrid clusters is verified.The proposed approach reduces computational complexity and enables optimized operation with limited information exchange.展开更多
In UAV-assisted Mobile Crowd Sensing,ground workers are responsible for basic data collection,while Unmanned Aerial Vehicles(UAVs)can perform supplementary sensing in areas that are difficult to cover in a timely mann...In UAV-assisted Mobile Crowd Sensing,ground workers are responsible for basic data collection,while Unmanned Aerial Vehicles(UAVs)can perform supplementary sensing in areas that are difficult to cover in a timely manner.To address the limited efficiency of distributed multi-UAV cooperative supplementary sensing in the absence of a central controller,this paper proposes an information-exchangebased distributed multi-UAV cooperative sensing algorithm,termed IE-DDQN.The proposed method formulates the problem as a decentralized partially observable Markov decision process,enables inter-UAV information exchange through short-range Device-to-Device(D2D)links,and employs a neighbor information pooling module to aggregate multi-source high-dimensional messages into low-dimensional representations,which are then combined with local observations for decision making.Experimental results demonstrate that the proposed method outperforms pure-worker and pure-UAV schemes in terms of weighted data value per unit composite cost,task completion rate,and task completion time.展开更多
The CLC protocol （proposed by Tzung-Her Chen, Wei-Bin Lee and Hsing-Bai Chen, CLC, for short） is a new three-party password-authenticated key exchange （3PAKE） protocol. This CLC protocol provides a superior round ...The CLC protocol （proposed by Tzung-Her Chen, Wei-Bin Lee and Hsing-Bai Chen, CLC, for short） is a new three-party password-authenticated key exchange （3PAKE） protocol. This CLC protocol provides a superior round efficiency （only three rounds）, and its resources required for computation are relatively few. However, we find that the leakage of values VA and VB in the CLC protocol will make a man-in-the-middle attack feasible in practice, where VA and VB are the authentication information chosen by the server for the participants A and B. In this paper, we describe our attack on the CLC protocol and further present a modified 3PAKE protocol, which is essentially an improved CLC protocol. Our protocol can resist attacks available, including man-in-the-middle attack we mount on the initial CLC protocol. Meanwhile, we allow that the participants choose their own pass- words by themselves, thus avoiding the danger that the server is controlled in the initialization phase. Also, the computational cost of our protocol is lower than that of the CLC protocol.展开更多
In the process industry, automation and process control systems are widely implemented, information integration is however far away from satisfactory. It remains a hard job for senior managers to make decisions based ...In the process industry, automation and process control systems are widely implemented, information integration is however far away from satisfactory. It remains a hard job for senior managers to make decisions based on the plant-wide real-time integrated information. This paper proposes a multi-layer information integration platform. In the data integration level, the standard for the exchange of product (STEP) and the extensible markup language (XML) are used to unify these data of the chemical process. In the model integration level, the models are integrated by using the neutral model repository and CAPE-OPEN. In the integration of process task, the common object request broker architecture (CORBA) is used as the communication mediator. The XML is taken as the data standard. A uniform information platform is thus constructed and realized. The proposed information integration platform is satisfactorily implemented to solve the Tennessee Eastman (TE) problem.展开更多
基金Project supported by the National Natural Science Foundation of China(Grant Nos.60901074,51075092,61005076,and 61175107)the National High Technology Research and Development Program of China(Grant No.2007AA042105)the Natural Science Foundation of Heilongjiang Province,China(Grant No.E200903)
文摘This paper develops a fast filtering algorithm based on vibration systems theory and neural information exchange approach. The characters, including the derivation process and parameter analysis, are discussed and the feasibility and the effectiveness are testified by the filtering performance compared with various filtering methods, such as the fast wavelet transform algorithm, the particle filtering method and our previously developed single degree of freedom vibration system filtering algorithm, according to simulation and practical approaches. Meanwhile, the comparisons indicate that a significant advantage of the proposed fast filtering algorithm is its extremely fast filtering speed with good filtering perfi^rmance. Further, the developed fast filtering algorithm is applied to the navigation and positioning system of the micro motion robot, which is a high real-time requirement for the signals preprocessing. Then, the preprocessing data is used to estimate the heading angle error and the attitude angle error of the micro motion robot. The estimation experiments illustrate the high practicality of the proposed fast filtering algorithm.
基金The National Natural Science Foundation of China(No.71671039).
文摘Inactive user participants are an obstacle to the improvement of the sustainability of health information exchange platforms.First,the evolutionary game model of patients and healthcare providers participating in information sharing under four value-based healthcare delivery modes,i.e.,traditional medical model,collaborative care,self-managed care(SMC),and healthcare value co-creation(HVC),is constructed.Second,co-creators'initial participation ratio,information quality,which can trigger deviation from equilibrium sustainability in the dynamic process,is analyzed.Results show that extensive patient participation is more helpful to sustainable platform operation than provider participation.Moreover,quality patient data are more conducive to transforming the healthcare model from SMC to HVC than healthcare provider data.
基金Project(2006BAJ01B01-01) supported by the National Key Technologies R&D Program of China during the 11th Five-Year Plan Period
文摘With the purpose of enhancing effective collaboration between architects and structural engineers in the building design field, an integration tool was developed for supporting information exchange from architectural model to structural model. The PKPM （Bopomofo acronym, a Chinese building design software） structural model and an industry foundation classes （IFC） data model were adopted and analyzed to design the framework of the integration tool. The technique of mixed program languages （C＋＋ and FORTRAN） was applied to developing the tool software, and the connectivity relationships and intersection nodes between the structural elements were optimized and simplified. A case study was implemented to illustrate the method to use the integration tool for information exchange from IFC-format architectural model to PKPM structural model. The results show that the tool can extract the information of architectural model and form a corresponding structural model. The presented method can help to enhance the modeline efficiency at the structural design phase.
文摘Information exchange platform(IEP)for port logistics is used to realize data transmission among different sys-tems and districts by Internet.This paper presents the web services technology used in transferring information for port logistics.The system architecture based on J2EE and B/S mode frame has been constructed to subscribe the distributed information.To en-sure platform independent,extensible markup language(XML)integration technology was also used in the system design.
文摘BACKGROUND As one of the fatal diseases with high incidence,lung cancer has seriously endangered public health and safety.Elderly patients usually have poor self-care and are more likely to show a series of psychological problems.AIM To investigate the effectiveness of the initial check,information exchange,final accuracy check,reaction(IIFAR)information care model on the mental health status of elderly patients with lung cancer.METHODS This study is a single-centre study.We randomly recruited 60 elderly patients with lung cancer who attended our hospital from January 2021 to January 2022.These elderly patients with lung cancer were randomly divided into two groups,with the control group taking the conventional propaganda and education and the observation group taking the IIFAR information care model based on the conventional care protocol.The differences in psychological distress,anxiety and depression,life quality,fatigue,and the locus of control in psychology were compared between these two groups,and the causes of psychological distress were analyzed.RESULTS After the intervention,Distress Thermometer,Hospital Anxiety and Depression Scale(HADS)for anxiety and the HADS for depression,Revised Piper’s Fatigue Scale,and Chance Health Locus of Control scores were lower in the observation group compared to the pre-intervention period in the same group and were significantly lower in the observation group compared to those of the control group(P<0.05).After the intervention,Quality of Life Questionnaire Core 30(QLQ-C30),Internal Health Locus of Control,and Powerful Others Health Locus of Control scores were significantly higher in the observation and the control groups compared to the pre-intervention period in their same group,and QLQ-C30 scores were significantly higher in the observation group compared to those of the control group(P<0.05).CONCLUSION The IIFAR information care model can help elderly patients with lung cancer by reducing their anxiety and depression,psychological distress,and fatigue,improving their tendencies on the locus of control in psychology,and enhancing their life qualities.
文摘Background: Misinformation on interactive Knowledge Exchange Social Websites (KESWs) is concerning since it can influence Internet users’ health behaviors, especially during an infectious disease outbreak. Objective: The present study seeks to examine the accuracy and characteristics of health information posted to a Knowledge Exchange Social Website (KESW). Methods: A sample of 204 answers to Ebola questions were extracted and rated for accuracy. Multiple logistic regression modeling was used to examine whether answer characteristics (best answer, professional background, statistical information, source disclosed, link, and word count) predicted accuracy. Results: Overall, only 27.0% of the posted answers were rated as “accurate”. Accuracy varied across question topics with between 11.8% - 45.5% of answers being rated as accurate. When Yahoo Answers’ “best answers” were examined, the overall accuracy was substantially higher, with 80.0% of “best answers” being rated as accurate compared to 16.0% of all other answers. Conclusion: There is need for tools to help Internet users navigate health information posted on these dynamic user-generated knowledge exchange social websites.
文摘This paper considers a decomposition framework as a mechanism for information hiding for secure communication via open network channels. Two varieties of this framework are provided: one is based on Gaussian arithmetic with complex modulus and another on an elliptic curve modular equation. The proposed algorithm is illustrated in a numerical example.
文摘<strong>Background:</strong> The potential for misinformation on usercontrolled Knowledge Exchange Social Websites (KESWs) is concerning since it can actively influence Internet users’ knowledge, attitudes, and behaviors related to childhood vaccinations. <strong>Objective:</strong> The present study examines the accuracy and predictors of health information posted to a Knowledge Exchange Social Website (KESW). <strong>Methods:</strong> A sample of 480 answers to childhood vaccination questions were retrieved and rated for accuracy. Multiple logistic regression modeling was used to examine whether answer characteristics (best answer, professional background, statistical information, source disclosure, online link, word count, vaccine stance, and tone) predict accuracy. <strong>Results:</strong> Overall, only 56.2% of the posted answers were rated as “accurate.” Accuracy varied by topics with between 52.8% - 64.3% being rated as accurate. When Yahoo Answers’ “best answers” were examined, only 49.2% rated as accurate compared to 57.7% of all other answers, a finding attributed to widespread nominations of vaccine misinformation as “best answers” for questions addressing the side effects of vaccines. For all other types of questions, “best answers” were more likely to be accurate. Regression modeling revealed that discussions of personal choices regarding childhood vaccinations predicted the accuracy of posted answers, with those who mentioned vaccinating their own children proving more likely to communicate accurate vaccine information, and those expressing vaccine hesitancy proving more likely to share factually inaccurate statements about vaccines. <strong>Conclusion:</strong> The high prevalence of misinformation on KESWs suggests that these websites may serve as a vector for spreading vaccine misperceptions. Further research is needed to assess the impact of various KESWs and to develop effective, coordinated responses by public health agencies.
文摘This research looks at the characteristics of social networks of rural people in different careers and income conditions.The study also investigates information exchange amongst rural people.The aim of this research is to analyze social networks’implication in the information exchange of rural people in China.Design/methodology/approach:The field work investigation of this study is a questionnaire survey of the egocentric social networks of 660 rural people in China.The characteristics of social networks are revealed through social network analysis(SNA).Findings:Analysis of quantitative date indicates that the social networks of Chinese rural people are small sized,filled with very strong ties and characterized by high-homogeneity.These characteristics limit the exchange of useful and new information.Research limitations:This survey was taken on a small scale of respondents.It did not focus on the information poverty issue,though the results indicate that a strong information divide exists amongst rural people.Practical implications:The social networks of rural people are viewed as their main information exchange channel on the one hand;however on the other hand,they does play a negative role in ameliorating information poverty.Through these social networks,rural people with different educational backgrounds and income levels suffer the information divide.Originality/value:This research focuses on the seven kinds of information which are crucial in rural people’s living and productivity.The connection between the characteristics of social networks and information exchange are revealed.
文摘In the modem society where information is efficient, information exchange is an important affair and function of trade association. However, information exchange behaviors of industry association will have double and legal effect on market and competition, which can not only promote the communication among members of the industry to find a solution to the industry benefit maximization, but also can produce inhibition and barriers to competition in the market. So in this paper, the industry association analysis will be made on the pros and cons of the information exchange, and the legislative defects and the insufficiency of information exchange industry association in our country. According to the practice in our country, the author puts forward the system design of our country industry association information exchange behavior.
基金supported by State Grid Corporation of China(No.5108-202318433A-3-2-ZN).
文摘The coordination of power distribution networks (PDNs) and microgrids (MGs) is challenging due to the abundant resources and their dispersed geographical distribution,making centralized computation inefficient.To address this issue,we propose a coordination framework with single leader and multiple followers that allows limited information exchange.In this framework,the PDN operators act as leaders,while the MG operators act as followers.However,variations in load and renewable energy during MG scheduling intervals can cause variability in power transactions between PDNs and MGs.This variability can reduce the net revenue of MGs and increase the operation costs of PDNs,which makes it essential to consider the worst-case fluctuations.We introduce a multi-agent robust deep reinforcement learning (MARDRL) approach for coordination of PDNs and MGs,accounting for the worst-case scenarios.The numerical results on the test systems verify the effectiveness of the proposed approach in enhancing the coordination of PDNs and MGs.
基金Supported by the National High Technology Research and Development Program of China("863"Program)(2006AA706103)~~
文摘The key exchange is a fundamental building block in the cryptography. Several provable security models for the key exchange protocol are proposed. To determine the exact properties required by the protocols, a single unified security model is essential, The eCK , eCK and CK models are examined and the result is proved that the eCK＇ model is the strongest provable security model for the key exchange. The relative security strength among these models is analyzed. To support the implication or non-implication relations among these models, the formal proofs and the counter-examples are given.
基金funded by a technology project from the State Grid Corporation of China under grant number JC2024122.
文摘With the deepening of the power system reform,an increasing number of microgrids are being integrated into the distribution network.In traditional centralized optimization algorithms,the optimal power flow model of the distribution network and the optimal scheduling model of microgrid clusters are directly coupled and solved simultaneously.This process involves extensive information exchange between the upper distribution network system and the lower microgrid clusters,which not only increases the communication burden but also prolongs computation time and raises computational complexity.Moreover,it requires excessive information sharing,making it difficult to achieve limited information exchange between the upper and lower systems.In this paper,an optimization model and solution method based on the analytical target cascading approach are proposed.First,a typical microgrid model is constructed.On this basis,a collaborative optimization model for the active distribution network(ADN)and microgrid clusters is established.The distribution network and the microgrid clusters are treated as a unified entity of interest,with their interconnection power represented as virtual generators and virtual loads to achieve decoupling.Finally,simulations based on the IEEE-33 node standard system are conducted.Compared with the centralized algorithm,the effectiveness of the analytical target cascading method in coordinating the distribution network and microgrid clusters is verified.The proposed approach reduces computational complexity and enables optimized operation with limited information exchange.
文摘In UAV-assisted Mobile Crowd Sensing,ground workers are responsible for basic data collection,while Unmanned Aerial Vehicles(UAVs)can perform supplementary sensing in areas that are difficult to cover in a timely manner.To address the limited efficiency of distributed multi-UAV cooperative supplementary sensing in the absence of a central controller,this paper proposes an information-exchangebased distributed multi-UAV cooperative sensing algorithm,termed IE-DDQN.The proposed method formulates the problem as a decentralized partially observable Markov decision process,enables inter-UAV information exchange through short-range Device-to-Device(D2D)links,and employs a neighbor information pooling module to aggregate multi-source high-dimensional messages into low-dimensional representations,which are then combined with local observations for decision making.Experimental results demonstrate that the proposed method outperforms pure-worker and pure-UAV schemes in terms of weighted data value per unit composite cost,task completion rate,and task completion time.
基金Supported by the National High Technology Research and Development Program of China (863 Program)(2006AA01Z405)
文摘The CLC protocol （proposed by Tzung-Her Chen, Wei-Bin Lee and Hsing-Bai Chen, CLC, for short） is a new three-party password-authenticated key exchange （3PAKE） protocol. This CLC protocol provides a superior round efficiency （only three rounds）, and its resources required for computation are relatively few. However, we find that the leakage of values VA and VB in the CLC protocol will make a man-in-the-middle attack feasible in practice, where VA and VB are the authentication information chosen by the server for the participants A and B. In this paper, we describe our attack on the CLC protocol and further present a modified 3PAKE protocol, which is essentially an improved CLC protocol. Our protocol can resist attacks available, including man-in-the-middle attack we mount on the initial CLC protocol. Meanwhile, we allow that the participants choose their own pass- words by themselves, thus avoiding the danger that the server is controlled in the initialization phase. Also, the computational cost of our protocol is lower than that of the CLC protocol.
文摘In the process industry, automation and process control systems are widely implemented, information integration is however far away from satisfactory. It remains a hard job for senior managers to make decisions based on the plant-wide real-time integrated information. This paper proposes a multi-layer information integration platform. In the data integration level, the standard for the exchange of product (STEP) and the extensible markup language (XML) are used to unify these data of the chemical process. In the model integration level, the models are integrated by using the neutral model repository and CAPE-OPEN. In the integration of process task, the common object request broker architecture (CORBA) is used as the communication mediator. The XML is taken as the data standard. A uniform information platform is thus constructed and realized. The proposed information integration platform is satisfactorily implemented to solve the Tennessee Eastman (TE) problem.
