Environmental stewardship is one of the main indicators of corporate performance and reputation among investors today. However, historical operational practices and accidents have created significant environmental lia...Environmental stewardship is one of the main indicators of corporate performance and reputation among investors today. However, historical operational practices and accidents have created significant environmental liabilities in the industrial sector, and now require significant investments for appropriate management and resolution. A strategic approach is imperative to assure that company’s financial resources are effectively allocated, and shareholders’ interests are protected. In addition, these liabilities must be appropriately and continuously reported, which require the use of robust forecasting techniques such as Monte Carlo Simulation. The present study results demonstrate that under an optimized strategic approach, liability management costs may be reduced in approximately 50%. In addition, the financial forecast under the selected approach may support appropriate reporting of company’s liabilities.展开更多
The paper analyzes the benefit and risk of liabilities operation in telecom enterprises and the advantages of internal and external conditions in liabilities operation. The quantitative model of liabilities scale is s...The paper analyzes the benefit and risk of liabilities operation in telecom enterprises and the advantages of internal and external conditions in liabilities operation. The quantitative model of liabilities scale is studied by analyzing the factors that act on the liabilities scale.展开更多
Introduction:A growing belief that accounting can and should play a role in halting and reversing degradation of ecosystems is leading to conceptual and methodological develop-ments that recognize the cost of degradat...Introduction:A growing belief that accounting can and should play a role in halting and reversing degradation of ecosystems is leading to conceptual and methodological develop-ments that recognize the cost of degradation,attribute the cost to the entities responsible and assure that entities can't ignore the economic burden associated with it.Outcome:Demonstration accounts prepared around a scenario where agricultural use of land includes an obligation to maintain ecosystem condition.The accounts are compliant and coherent with both the intermational accounting standards for individual entities and the United Nations'System of Environmental-Economic Accounting.Discussion:Accounting for labilities for ecosystem degradation demonstrates that,where the liability reflects the lost economic value of the ecosystem,the accounts communicate a reduction in the total net worth of the economy and a redistribution of net worth away from the party responsible for the degradation.The inclusion of both libilties for degradation and the cost of degradation does not lead to double-counting the economic impact of degradation.Conclusion:Accounting principles and frameworks encourage greater accountability for entities responsible for ecosystem condition by providing greater visibility of the economic cost to individual entities,governments and nations.展开更多
This paper explores the recent evolution of Chinese investment in the wine industries in the Bordeaux region of France and Western Australia （WA）. The study identifies variations in the nature of the investments und...This paper explores the recent evolution of Chinese investment in the wine industries in the Bordeaux region of France and Western Australia （WA）. The study identifies variations in the nature of the investments undertaken, which are not always consistent with existing theory. We explore how these differences impact on the liability of foreignness （LOF） experienced （Eden and Miller, 2004; Zaheer, 1995）. We find evidence of all three of the categories of hazards identified by Eden and Miller （2004）, with unfamiliarity being particularly significant, especially for wholly owned investments. We postulate that differences in context between home and host countries are a key factor explaining both the observed difficulties and the differences in experiences. The findings of our work on LOF, in terms of its nature and mitigating strategies, resonate well with existing theory, although we also find evidence of a Country of Origin （COO） effect, both in terms of Liability of Origin （LOR） and Assets of Foreigrmess （AOF）. The variations in entry mode and LOF, however, are less consistent with existing research and pose questions in relation to the interaction between the home and host contexts, company strategy and LOF.展开更多
In the intricate landscape of healthcare,vicarious liability looms large,shaping the responsibilities and actions of healthcare practitioners and administrators alike.Illustrated by a poignant scenario of a medication...In the intricate landscape of healthcare,vicarious liability looms large,shaping the responsibilities and actions of healthcare practitioners and administrators alike.Illustrated by a poignant scenario of a medication error,this article navigates the complexities of vicarious liability in healthcare.It explains the legal basis and ramifications of this theory,emphasizing its importance in fostering responsibility,protecting patient welfare,and easing access to justice.The paper explores the practical effects of vicarious responsibility on day-to-day operations,leadership practices,and decision-making processes via the eyes of senior consultants,junior doctors,and hospital administrators.Through comprehensive insights and real-world examples,it underscores the imperative of fostering a culture of accountability,communication,and quality care to navigate the intricate web of liabilities inherent in modern healthcare.展开更多
We hereby comment on the interesting systematic review by Grewal et al where they have provided an overall picture of the current status of available tele-health programs in the United States with emphasis on the Amaz...We hereby comment on the interesting systematic review by Grewal et al where they have provided an overall picture of the current status of available tele-health programs in the United States with emphasis on the Amazon Clinic.Their analysis is an appreciable effort in discovering the features available and features lacking in these tele-health programs.The concept of tele-health originated to curtail the need for physical attendance of patients at health clinics,and has been beneficial during the coronavirus disease 2019 pandemic.We implore that the pearls and pitfalls of these programs have to be understood by policymakers prior to forming a consensus regarding the availability,accessibility and affordability of these programs as methods of healthcare delivery.Unrestricted proliferation of tele-health programs in their current form may pose threats to patient and provider safety and medicolegal liability.However,patients and providers must work together to improve them to meet their expectations and enable them to provide the best care for the ailing public.展开更多
With the rapid advancement of medical artificial intelligence(AI)technology,particularly the widespread adoption of AI diagnostic systems,ethical challenges in medical decision-making have garnered increasing attentio...With the rapid advancement of medical artificial intelligence(AI)technology,particularly the widespread adoption of AI diagnostic systems,ethical challenges in medical decision-making have garnered increasing attention.This paper analyzes the limitations of algorithmic ethics in medical decision-making and explores accountability mechanisms,aiming to provide theoretical support for ethically informed medical practices.The study highlights how the opacity of AI algorithms complicates the definition of decision-making responsibility,undermines doctor-patient trust,and affects informed consent.By thoroughly investigating issues such as the algorithmic“black box”problem and data privacy protection,we develop accountability assessment models to address ethical concerns related to medical resource allocation.Furthermore,this research examines the effective implementation of AI diagnostic systems through case studies of both successful and unsuccessful applications,extracting lessons on accountability mechanisms and response strategies.Finally,we emphasize that establishing a transparent accountability framework is crucial for enhancing the ethical standards of medical AI systems and protecting patients’rights and interests.展开更多
1Legal requirements The author(s)guarantee(s)that the manuscript will not be published elsewhere in any language without the consent of the copyright holders,that the rights of third parties will not be violated,and t...1Legal requirements The author(s)guarantee(s)that the manuscript will not be published elsewhere in any language without the consent of the copyright holders,that the rights of third parties will not be violated,and that the publisher will not be held legally responsible should there be any claims for compensation.展开更多
1 Legal requirements The author(s)guarantee(s)that the manuscript will not be published elsewhere in any language without the consent of the copyright holders,that the rights of third parties will not be violated,and ...1 Legal requirements The author(s)guarantee(s)that the manuscript will not be published elsewhere in any language without the consent of the copyright holders,that the rights of third parties will not be violated,and that the publisher will not be held legally responsible should there be any claims for compensation.展开更多
Although legal liability is a key component of local regulations and ensures their effective implementation,existing research has paid insufficient attention to the techniques for setting legal liability clauses in th...Although legal liability is a key component of local regulations and ensures their effective implementation,existing research has paid insufficient attention to the techniques for setting legal liability clauses in the local legislation,due to a lack of systematic analysis.To address this gap,this paper employs the interview method to empirically examine the formation process,as well as the techniques for establishing legal liability in local legislation,with the aim of revealing the primary legislative techniques for formulating legal liability clauses in local legislation and their application principles.Drawing from these empirical findings and analytical insights,the research demonstrates that the legal liability-setting techniques in local legislation tend to exhibit a weak coherence with regard to logic and a strong policy orientation.These issues potentially create tension with the legal norms’demands for certainty,abstraction,and completeness.Therefore,this paper proposes a three-pronged framework to harmonize competing demands by respecting local particularities and achieving context-sensitive regulatory balance.This framework advocates that local legislative practice should(a)prioritize practical rationality and rule effectiveness over logical completeness,acknowledging inherent conflicts with traditional legislative models;(b)adopt a typological legislative method to balance normative principles with governance efficiency by transcending logic-experience binaries;and(c)establish a dynamic updating mechanism with regular evaluation to maintain adaptability to socio-economic evolution.展开更多
Two rounds of leveraging-up have led to a high debt ratio in the Chinese economy, triggered liquidity mismatch and increased systemic financial risks. The key causes of local government liabilities are soft budget con...Two rounds of leveraging-up have led to a high debt ratio in the Chinese economy, triggered liquidity mismatch and increased systemic financial risks. The key causes of local government liabilities are soft budget constraints and non-market-based factor allocation. Currently, the risks of local government liabilities are generally controllable. This paper concludes that the long-term solution to managing local government liabilities is to enhance budget constraint and institutional assurance and proposes countermeasures in the reform of urban construction investment and ftnancing mechanisms.展开更多
The core of the presentation that I propose treats about the application of principal component analysis for the estimation of the future earnings of the Segregated Funds. The Segregated Funds are the pools of assets ...The core of the presentation that I propose treats about the application of principal component analysis for the estimation of the future earnings of the Segregated Funds. The Segregated Funds are the pools of assets which have been using in the Italian Insurance Market since mid 80＇s for managing the ＂with profit＂ business, also known as business with ＂discretionary participation feature＂ according to IFRS4 since the income attributable to the policyholders is composed by the net realised gains less a fee and by a minimum guarantee, if any. The discretion of the Management of the Entity lays on the decision on whether and when to realise both the financial gains and the financial losses of the underlying investments. This strategy is tied by the need to manage an appropriate ALM, from the rules included in the local legislation as well as by the policy about the solvency margin （for example a minimum solvency ratio to fulfil that is conditional upon the value of income attributed that year）. The fee can not be changed, i.e., is not discretionary, the minimum granted could be fixed on annual basis-sometimes paid on cash recurrently-or could be promised only at expiration or sometimes promised at expiration or in advance only for death and disability. In case of years so adverse that the Entity is not able to avoid earnings too low, sometimes the entity delivers an additional bonus, in order to compensate their policyholders, which is based above a full discretion. Principal components are used in finance as well as in other fields such as genetic. You can see some of these applications in two of the references advised below. The purposes of the technique of principal components are （1） to increase objectivity of results and their verifiability by third parties such as auditors, （2） make speeder the time spent for the analytical calculations （i.e., runs of the actuarial models） and （3） to render the relationship between the asset composition and the their earnings effectively used for the best estimate liabilities through their contribution in forecasting future cash flows.展开更多
Product quality law refers to the combination of various economical relationships and legal norms in the process of production,circulation and administration.It combines the operation of the market with the state supe...Product quality law refers to the combination of various economical relationships and legal norms in the process of production,circulation and administration.It combines the operation of the market with the state supervision.Studying on the legislation style will be of theoretical and practical significance.展开更多
The choice of liquidity indicators is a key issue in global liquidity management. Money supply statistics such as M2 are no longer able to reflect the true scale of global liquidity due to the effect of financial glob...The choice of liquidity indicators is a key issue in global liquidity management. Money supply statistics such as M2 are no longer able to reflect the true scale of global liquidity due to the effect of financial globalization. External bank liabilities, as an important indicator to measure global liquidity conditions, are omitted by many countries in their broad money statistics. Given that financial institutions＇ external liabilities serve as a major source of fiscal shock as well as an important cause for the accumulation of monetary risk, it is imperative to include these external liabilities into the global liquidity indicator system.展开更多
As a new product combining internet with financial industry, internet finance is in a period of vigorous development. How should China's commercial banks face these unknown challenges and try to transform step by ...As a new product combining internet with financial industry, internet finance is in a period of vigorous development. How should China's commercial banks face these unknown challenges and try to transform step by step? As an economics student and a new generation of consumers, this issue forces us to think. This paper analyzes the current situation of traditional banking business, and also puts forward some measures and suggestions for the development of traditional banking business from the perspective of internet finance, especially from the asset business, liability business and intermediary business.展开更多
The real estate industry is a capital-intensive industry and capital has become a particular concern for real estate enterprises.For a long time,China’s real estate enterprises rely on high-leverage development and c...The real estate industry is a capital-intensive industry and capital has become a particular concern for real estate enterprises.For a long time,China’s real estate enterprises rely on high-leverage development and carry out high-debt and high-risk operations.The solvency of real estate enterprises has been the focus of stakeholders’attention.In August 2020,China’s regulatory authorities introduced new financing regulations for real estate enterprises.They set up“three red lines,”which brought real estate enterprises’solvency into focus once again.This article takes A-share listed companies in China’s real estate industry as an example,analyzes and evaluates its debt solvency,and gives suggestions based on new policies and regulations,hoping to provide specific references to the enterpriser’s manager and external decision-makers.展开更多
One of the most serious mining disasters in underground mines is rockburst phenomena.They can lead to injuries and even fatalities as well as damage to underground openings and mining equipment.This has forced many re...One of the most serious mining disasters in underground mines is rockburst phenomena.They can lead to injuries and even fatalities as well as damage to underground openings and mining equipment.This has forced many researchers to investigate alternative methods to predict the potential for rockburst occurrence.However,due to the highly complex relation between geological,mechanical and geometric parameters of the mining environment,the traditional mechanics-based prediction methods do not always yield precise results.With the emergence of machine learning methods,a breakthrough in the prediction of rockburst occurrence has become possible in recent years.This paper presents a state-ofthe-art review of various applications of machine learning methods for the prediction of rockburst potential.First,existing rockburst prediction methods are introduced,and the limitations of such methods are highlighted.A brief overview of typical machine learning methods and their main features as predictive tools is then presented.The current applications of machine learning models in rockburst prediction are surveyed,with related mechanisms,technical details and performance analysis.展开更多
This study presents a review of the various methods to predict the spontaneous combustion liability of coal and coal-shale. The relative propensity of coal to undergo self-heating can be established by different metho...This study presents a review of the various methods to predict the spontaneous combustion liability of coal and coal-shale. The relative propensity of coal to undergo self-heating can be established by different methods. These methods are well established in their usage, but the fact that no particular test method has become a standard to predict the spontaneous combustion liability indicates that doubt still exists as to the validity of all of them. The underlying principle of all the tests is that the more readily the coal undergoes exothermic oxidation, the more liable it is to self-heat. Comprehensive studies that centres on the international position on research being conducted by academics, different research institutes and industries on spontaneous combustion of coal and coal mine fires were evaluated. Relationships between the geochemical analysis (proximate and ultimate analysis, forms of sulphur, petrographic properties, X-ray diffraction and X-ray fluorescence) and spontaneous combustion testing methods (numerical and experimental approaches) used to predict the spontaneous combustion liability of coal were reviewed. The combination of these tests provides a better understanding of the mechanism that controls the spontaneous combustion phenomena. However, irrespective of the extensive studies that have been conducted over time, spontaneous combustion is still a major problem in the coal value chain.展开更多
文摘Environmental stewardship is one of the main indicators of corporate performance and reputation among investors today. However, historical operational practices and accidents have created significant environmental liabilities in the industrial sector, and now require significant investments for appropriate management and resolution. A strategic approach is imperative to assure that company’s financial resources are effectively allocated, and shareholders’ interests are protected. In addition, these liabilities must be appropriately and continuously reported, which require the use of robust forecasting techniques such as Monte Carlo Simulation. The present study results demonstrate that under an optimized strategic approach, liability management costs may be reduced in approximately 50%. In addition, the financial forecast under the selected approach may support appropriate reporting of company’s liabilities.
文摘The paper analyzes the benefit and risk of liabilities operation in telecom enterprises and the advantages of internal and external conditions in liabilities operation. The quantitative model of liabilities scale is studied by analyzing the factors that act on the liabilities scale.
基金This work was supported by the Fenner School of Environment and Society,Australian National University。
文摘Introduction:A growing belief that accounting can and should play a role in halting and reversing degradation of ecosystems is leading to conceptual and methodological develop-ments that recognize the cost of degradation,attribute the cost to the entities responsible and assure that entities can't ignore the economic burden associated with it.Outcome:Demonstration accounts prepared around a scenario where agricultural use of land includes an obligation to maintain ecosystem condition.The accounts are compliant and coherent with both the intermational accounting standards for individual entities and the United Nations'System of Environmental-Economic Accounting.Discussion:Accounting for labilities for ecosystem degradation demonstrates that,where the liability reflects the lost economic value of the ecosystem,the accounts communicate a reduction in the total net worth of the economy and a redistribution of net worth away from the party responsible for the degradation.The inclusion of both libilties for degradation and the cost of degradation does not lead to double-counting the economic impact of degradation.Conclusion:Accounting principles and frameworks encourage greater accountability for entities responsible for ecosystem condition by providing greater visibility of the economic cost to individual entities,governments and nations.
文摘This paper explores the recent evolution of Chinese investment in the wine industries in the Bordeaux region of France and Western Australia （WA）. The study identifies variations in the nature of the investments undertaken, which are not always consistent with existing theory. We explore how these differences impact on the liability of foreignness （LOF） experienced （Eden and Miller, 2004; Zaheer, 1995）. We find evidence of all three of the categories of hazards identified by Eden and Miller （2004）, with unfamiliarity being particularly significant, especially for wholly owned investments. We postulate that differences in context between home and host countries are a key factor explaining both the observed difficulties and the differences in experiences. The findings of our work on LOF, in terms of its nature and mitigating strategies, resonate well with existing theory, although we also find evidence of a Country of Origin （COO） effect, both in terms of Liability of Origin （LOR） and Assets of Foreigrmess （AOF）. The variations in entry mode and LOF, however, are less consistent with existing research and pose questions in relation to the interaction between the home and host contexts, company strategy and LOF.
文摘In the intricate landscape of healthcare,vicarious liability looms large,shaping the responsibilities and actions of healthcare practitioners and administrators alike.Illustrated by a poignant scenario of a medication error,this article navigates the complexities of vicarious liability in healthcare.It explains the legal basis and ramifications of this theory,emphasizing its importance in fostering responsibility,protecting patient welfare,and easing access to justice.The paper explores the practical effects of vicarious responsibility on day-to-day operations,leadership practices,and decision-making processes via the eyes of senior consultants,junior doctors,and hospital administrators.Through comprehensive insights and real-world examples,it underscores the imperative of fostering a culture of accountability,communication,and quality care to navigate the intricate web of liabilities inherent in modern healthcare.
文摘We hereby comment on the interesting systematic review by Grewal et al where they have provided an overall picture of the current status of available tele-health programs in the United States with emphasis on the Amazon Clinic.Their analysis is an appreciable effort in discovering the features available and features lacking in these tele-health programs.The concept of tele-health originated to curtail the need for physical attendance of patients at health clinics,and has been beneficial during the coronavirus disease 2019 pandemic.We implore that the pearls and pitfalls of these programs have to be understood by policymakers prior to forming a consensus regarding the availability,accessibility and affordability of these programs as methods of healthcare delivery.Unrestricted proliferation of tele-health programs in their current form may pose threats to patient and provider safety and medicolegal liability.However,patients and providers must work together to improve them to meet their expectations and enable them to provide the best care for the ailing public.
文摘With the rapid advancement of medical artificial intelligence(AI)technology,particularly the widespread adoption of AI diagnostic systems,ethical challenges in medical decision-making have garnered increasing attention.This paper analyzes the limitations of algorithmic ethics in medical decision-making and explores accountability mechanisms,aiming to provide theoretical support for ethically informed medical practices.The study highlights how the opacity of AI algorithms complicates the definition of decision-making responsibility,undermines doctor-patient trust,and affects informed consent.By thoroughly investigating issues such as the algorithmic“black box”problem and data privacy protection,we develop accountability assessment models to address ethical concerns related to medical resource allocation.Furthermore,this research examines the effective implementation of AI diagnostic systems through case studies of both successful and unsuccessful applications,extracting lessons on accountability mechanisms and response strategies.Finally,we emphasize that establishing a transparent accountability framework is crucial for enhancing the ethical standards of medical AI systems and protecting patients’rights and interests.
文摘1Legal requirements The author(s)guarantee(s)that the manuscript will not be published elsewhere in any language without the consent of the copyright holders,that the rights of third parties will not be violated,and that the publisher will not be held legally responsible should there be any claims for compensation.
文摘1 Legal requirements The author(s)guarantee(s)that the manuscript will not be published elsewhere in any language without the consent of the copyright holders,that the rights of third parties will not be violated,and that the publisher will not be held legally responsible should there be any claims for compensation.
文摘Although legal liability is a key component of local regulations and ensures their effective implementation,existing research has paid insufficient attention to the techniques for setting legal liability clauses in the local legislation,due to a lack of systematic analysis.To address this gap,this paper employs the interview method to empirically examine the formation process,as well as the techniques for establishing legal liability in local legislation,with the aim of revealing the primary legislative techniques for formulating legal liability clauses in local legislation and their application principles.Drawing from these empirical findings and analytical insights,the research demonstrates that the legal liability-setting techniques in local legislation tend to exhibit a weak coherence with regard to logic and a strong policy orientation.These issues potentially create tension with the legal norms’demands for certainty,abstraction,and completeness.Therefore,this paper proposes a three-pronged framework to harmonize competing demands by respecting local particularities and achieving context-sensitive regulatory balance.This framework advocates that local legislative practice should(a)prioritize practical rationality and rule effectiveness over logical completeness,acknowledging inherent conflicts with traditional legislative models;(b)adopt a typological legislative method to balance normative principles with governance efficiency by transcending logic-experience binaries;and(c)establish a dynamic updating mechanism with regular evaluation to maintain adaptability to socio-economic evolution.
文摘Two rounds of leveraging-up have led to a high debt ratio in the Chinese economy, triggered liquidity mismatch and increased systemic financial risks. The key causes of local government liabilities are soft budget constraints and non-market-based factor allocation. Currently, the risks of local government liabilities are generally controllable. This paper concludes that the long-term solution to managing local government liabilities is to enhance budget constraint and institutional assurance and proposes countermeasures in the reform of urban construction investment and ftnancing mechanisms.
文摘The core of the presentation that I propose treats about the application of principal component analysis for the estimation of the future earnings of the Segregated Funds. The Segregated Funds are the pools of assets which have been using in the Italian Insurance Market since mid 80＇s for managing the ＂with profit＂ business, also known as business with ＂discretionary participation feature＂ according to IFRS4 since the income attributable to the policyholders is composed by the net realised gains less a fee and by a minimum guarantee, if any. The discretion of the Management of the Entity lays on the decision on whether and when to realise both the financial gains and the financial losses of the underlying investments. This strategy is tied by the need to manage an appropriate ALM, from the rules included in the local legislation as well as by the policy about the solvency margin （for example a minimum solvency ratio to fulfil that is conditional upon the value of income attributed that year）. The fee can not be changed, i.e., is not discretionary, the minimum granted could be fixed on annual basis-sometimes paid on cash recurrently-or could be promised only at expiration or sometimes promised at expiration or in advance only for death and disability. In case of years so adverse that the Entity is not able to avoid earnings too low, sometimes the entity delivers an additional bonus, in order to compensate their policyholders, which is based above a full discretion. Principal components are used in finance as well as in other fields such as genetic. You can see some of these applications in two of the references advised below. The purposes of the technique of principal components are （1） to increase objectivity of results and their verifiability by third parties such as auditors, （2） make speeder the time spent for the analytical calculations （i.e., runs of the actuarial models） and （3） to render the relationship between the asset composition and the their earnings effectively used for the best estimate liabilities through their contribution in forecasting future cash flows.
文摘Product quality law refers to the combination of various economical relationships and legal norms in the process of production,circulation and administration.It combines the operation of the market with the state supervision.Studying on the legislation style will be of theoretical and practical significance.
文摘The choice of liquidity indicators is a key issue in global liquidity management. Money supply statistics such as M2 are no longer able to reflect the true scale of global liquidity due to the effect of financial globalization. External bank liabilities, as an important indicator to measure global liquidity conditions, are omitted by many countries in their broad money statistics. Given that financial institutions＇ external liabilities serve as a major source of fiscal shock as well as an important cause for the accumulation of monetary risk, it is imperative to include these external liabilities into the global liquidity indicator system.
文摘As a new product combining internet with financial industry, internet finance is in a period of vigorous development. How should China's commercial banks face these unknown challenges and try to transform step by step? As an economics student and a new generation of consumers, this issue forces us to think. This paper analyzes the current situation of traditional banking business, and also puts forward some measures and suggestions for the development of traditional banking business from the perspective of internet finance, especially from the asset business, liability business and intermediary business.
文摘The real estate industry is a capital-intensive industry and capital has become a particular concern for real estate enterprises.For a long time,China’s real estate enterprises rely on high-leverage development and carry out high-debt and high-risk operations.The solvency of real estate enterprises has been the focus of stakeholders’attention.In August 2020,China’s regulatory authorities introduced new financing regulations for real estate enterprises.They set up“three red lines,”which brought real estate enterprises’solvency into focus once again.This article takes A-share listed companies in China’s real estate industry as an example,analyzes and evaluates its debt solvency,and gives suggestions based on new policies and regulations,hoping to provide specific references to the enterpriser’s manager and external decision-makers.
文摘One of the most serious mining disasters in underground mines is rockburst phenomena.They can lead to injuries and even fatalities as well as damage to underground openings and mining equipment.This has forced many researchers to investigate alternative methods to predict the potential for rockburst occurrence.However,due to the highly complex relation between geological,mechanical and geometric parameters of the mining environment,the traditional mechanics-based prediction methods do not always yield precise results.With the emergence of machine learning methods,a breakthrough in the prediction of rockburst occurrence has become possible in recent years.This paper presents a state-ofthe-art review of various applications of machine learning methods for the prediction of rockburst potential.First,existing rockburst prediction methods are introduced,and the limitations of such methods are highlighted.A brief overview of typical machine learning methods and their main features as predictive tools is then presented.The current applications of machine learning models in rockburst prediction are surveyed,with related mechanisms,technical details and performance analysis.
文摘This study presents a review of the various methods to predict the spontaneous combustion liability of coal and coal-shale. The relative propensity of coal to undergo self-heating can be established by different methods. These methods are well established in their usage, but the fact that no particular test method has become a standard to predict the spontaneous combustion liability indicates that doubt still exists as to the validity of all of them. The underlying principle of all the tests is that the more readily the coal undergoes exothermic oxidation, the more liable it is to self-heat. Comprehensive studies that centres on the international position on research being conducted by academics, different research institutes and industries on spontaneous combustion of coal and coal mine fires were evaluated. Relationships between the geochemical analysis (proximate and ultimate analysis, forms of sulphur, petrographic properties, X-ray diffraction and X-ray fluorescence) and spontaneous combustion testing methods (numerical and experimental approaches) used to predict the spontaneous combustion liability of coal were reviewed. The combination of these tests provides a better understanding of the mechanism that controls the spontaneous combustion phenomena. However, irrespective of the extensive studies that have been conducted over time, spontaneous combustion is still a major problem in the coal value chain.
