Management Accounting System in the Management of an Intelligent Energy Sector Enterprise

Posadzińska, Iwona; Grzeszczak, Małgorzata

doi:10.3390/en15207633

Cited by 7 publications

(6 citation statements)

References 49 publications

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“…The procedure described above is the GRU forward propagating process, in which r W , z W , h W , and 0 W are the training parameters and r W , z W , and h W are connected by two vector matrices as per Eqs. ( 8), (9), and (10), respectively.…”

Section: T Rmentioning

confidence: 99%

“…From the point of view of the development advantages of accounting management, accounting management is developed based on financial accounting, which is more comprehensive than financial accounting for data analysis of information [1][2]. At present, accounting management has an inevitable trend in the innovation and development of the accounting industry, and modern enterprises have become inseparable from the technical support of accounting management in business management [3][4]. However, to fully play the role of accounting management in the operation of the enterprise, the enterprise must make some changes in this internal management to achieve the initial purpose that the enterprise wants to change the daily management of the enterprise through the application of accounting management [5][6].…”

Section: Introductionmentioning

confidence: 99%

“…Therefore, when implementing the practical work of accounting management, it is important to actively face the problems that arise in enterprises' application management and propose relative solutions rather than avoiding the problems [7][8]. The effective use of accounting management in business decision-making has a significant value impact on the future development of enterprises, and its practical application value will become increasingly obvious, and accounting management has become a springboard for the development of enterprises [9][10].…”

Section: Introductionmentioning

confidence: 99%

“…The literature [11] discusses the value and application of accounting management in business management. It is essential to increase business executives' awareness of accounting management, increase the importance of accounting management to business leaders, and cultivate value maximization from the corporate culture side.…”

Section: Introductionmentioning

confidence: 99%

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Deep learning algorithms in enterprise accounting management analysis

Zhou

2023

Applied Mathematics and Nonlinear Sciences

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This paper first constructs two accounting management prediction models. The first one is the CNN-GRU model, in which samples are input to the CNN model for extracting high-level abstract features by convolution and pooling and then input to the GRU model to train time-series potential features. The other is the CNN+GRU fusion model, where both CNN and GRU models are Merge fused, and the abstract features extracted from the two models trained separately are stitched together and then trained together. Then, through experimental comparison with other machine and deep learning methods, the two models developed in this study er on every evaluation index. The CNN+GRU Finally, the index system of accounting management is established, including seven categories of indicators reflecting the characteristics of the enterprise, which are divided into 23 secondary indicators, and the prediction of the enterprise accounting management of ST Boyuan in 2013 and 2014 is made by using the obtained deep learning. The results show that: the judgment rate of the enterprises in the year before the crisis is higher than that of the enterprises in the two years before the crisis, but both reach more than 90%, and the overall prediction accuracy rate reaches 95%, indicating that using deep learning for accounting management prediction can achieve very good results. The research results of this study help the enterprises’ internal management and thus have a guiding influence on their economic development.

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Section: T Rmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

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Deep learning algorithms in enterprise accounting management analysis

Zhou

2023

Applied Mathematics and Nonlinear Sciences

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“…Based on the Accounting System for Financial Enterprises, YUBo expounded the concepts and main contents of rural credit cooperatives, institutions and financial work, and analyzed the impact of institutions on the financial work of rural credit cooperatives [1]. Grzeszczak M aimed to evaluate the implementation of management accounting tools in the management of enterprises in the smart energy sector and conducted in-depth interviews with large enterprises in the energy industry regarding the use of management accounting tools to standardize smart management [2]. In order to accurately understand the development method of modern enterprise accounting ecological construction, Qiu H used the method of survey and analysis to study the accounting information exchange environment.…”

Section: Introductionmentioning

confidence: 99%

Analysis of the Importance of Enterprise Accounting System from the Perspective of Management

2023

acccm

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In order to achieve the goals and missions of business management, it is necessary to accurately measure and evaluate the basis of organizational performance, and determine appropriate performance indicators and evaluation methods to improve the scientificity and accuracy of decision-making. By analyzing the importance of corporate accounting systems from a management perspective, it can help managers understand the operating status of the organization and take corresponding measures to adjust and improve, so as to better recording, processing and reporting financial information to support managers' decision-making and control. Through relevant research on the impact of the Internet on corporate accounting systems, and with the help of the interconnection between management and corporate accounting systems, this article analyzes the important role of accounting systems in corporate management from the perspective of management. This article proposes four important factors to improve the accuracy and transparency of financial information, promote the effective allocation of corporate resources, assist strategic decision-making and risk management, and promote corporate compliance and social responsibility, and draws the following conclusions: Through the questionnaire survey experiment, the comprehensive score of seven department managers on the key factors of the corporate accounting system is about 91.7 points, and the comprehensive score on other factors of the corporate accounting system is about 81.7 points. This shows that the corporate accounting system does play a key role in actual operations and is recognized by the majority of corporate managers.

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