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Agent-Based Modeling of Wholesale Electricity Market 基于agent的电力批发市场模型
Pub Date : 1900-01-01 DOI: 10.25205/2542-0429-2017-17-1-70-85
E. Rashidova
The article investigates the free electricity market via agent-based modeling. The aim is to create a simple and quite plausible simulation model of the market, where suppliers and buyers, participating in the bilateral auction, learn to submit the most profitable bids. Whereas this kind of simulation models has been developed for the EU and USA markets by foreign researchers, for the Russian market they have not been made yet. The suggested theoretical agent-based model of interaction in the day-ahead market uses Erev and Roth learning algorithm and allows us to calculate and analyze equilibrium price, volume, social welfare and its distribution between buyers and sellers of electricity. The modeling demonstrates that it is possible to lower prices and redistribute social welfare in favor of buyers, provided that the learning agents can submit any bids.
本文采用基于主体的模型对免费电力市场进行了研究。其目的是创建一个简单而相当合理的市场模拟模型,在这个模型中,参与双边拍卖的供应商和买家学会提交最有利可图的报价。国外研究人员已经为欧盟和美国市场开发了这种仿真模型,但还没有为俄罗斯市场开发出这种模型。本文提出的日前市场中基于agent的理论交互模型使用了Erev和Roth学习算法,并允许我们计算和分析均衡价格、均衡容量、均衡社会福利及其在电力买卖双方之间的分配。建模表明,如果学习代理可以提交任何出价,则有可能降低价格并重新分配有利于买家的社会福利。
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引用次数: 1
The Influence of Institutional Environment on Corporate Management Practices in the Russian Companies 制度环境对俄罗斯公司管理实践的影响
Pub Date : 1900-01-01 DOI: 10.25205/2542-0429-2018-18-4-177-189
O. Valieva
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引用次数: 0
Information and methodological aspects of RES power dissemination simulation using OMMM-TEK model 利用OMMM-TEK模型进行RES功率传播模拟的信息和方法方面
Pub Date : 1900-01-01 DOI: 10.25205/2542-0429-2020-20-2-24-49
N. Suslov, V. Buzulutskov
The research topic is the increasing process of electricity generation based on renewable energy sources (RES) in the Russian Federation and its regions. This paper aims to develop a methodology for modeling new RES technologies in the initial period of their dissemination. Its application allows to estimate the scale of energy generation in the regions fr om the standpoint of national economy efficiency. The research methodology includes the application of parametric analysis in the framework of interregional input-output model of optimization with detailed energy sector. Its essence is to increase step by step the cost of a new RES technology in the competitive environment of traditional technologies until it leaves the optimal plan. The parametric process involves finding the threshold values of the RES technology cost in the region, passing by which the technology changes its intensity (efficiency) dramatically. A comparative retrospective analysis of RES technologies spreading in the country and regions is carried out. It is shown the importance of taking into account the installed capacity utilization factor when modeling technologies. Formal procedures for embedding it in energy technologies of the model are described. The trajectories of integrated effects fr om spreading of renewable energy technologies, obtained as a result of parametric analysis, can be ranked by region and used for selective investment policy on the part of the state. It should be aimed at supporting the development of energy on RES primarily in those regions wh ere the maximum integral effect is obtained.
研究课题是俄罗斯联邦及其地区基于可再生能源(RES)发电的增长过程。本文旨在开发一种在其传播初期对新RES技术进行建模的方法。它的应用可以从国民经济效率的角度估计地区的能源生产规模。研究方法包括在区域间投入产出优化模型的框架下应用参数分析,并考虑了具体的能源部门。其实质是在传统技术的竞争环境中逐步提高新可再生能源技术的成本,直至其离开最优方案。参数化过程包括寻找区域内RES技术成本的阈值,通过该阈值,技术强度(效率)发生显著变化。对可再生能源技术在国家和地区的推广情况进行了比较回顾性分析。说明了在技术建模时考虑装机容量利用系数的重要性。描述了将其嵌入模型的能源技术的正式程序。通过参数分析得到的可再生能源技术推广的综合效应轨迹,可以按地区进行排序,并用于国家的选择性投资政策。它的目的应该是支持主要在获得最大整体效果的区域发展可再生能源。
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引用次数: 1
Integration of the Russian Economy into Global Value Chains: Regional Dimension 俄罗斯经济融入全球价值链:区域维度
Pub Date : 1900-01-01 DOI: 10.25205/2542-0429-2018-18-4-190-205
M. A. Volkova
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引用次数: 0
A Generalized Assessment of the State of the Service Sector in the Regions of Russia 对俄罗斯各地区服务部门状况的一般评估
Pub Date : 1900-01-01 DOI: 10.25205/2542-0429-2020-20-2-50-67
A. B. Voloskov
The article describes one of the possible methods for a generalized assessment of the state of the service sector in the regions, based on the use of the principal component method. For calculations, a matrix was formed that included indicators characterizing the state or level of development of the service sector in the country's regions from 2005 to 2018. Based on the results of the component analysis, 7 main components were identified whose statistical indicators for the highest factor loads allowed them to be correctly interpreted into generalized indicators. According to the normalized values of these indicators, five groups of regions from regions with low to regions with a high level of development of the service sector were identified according to a certain rule. The calculations made it possible to draw a conclusion about the average level of development of the service sector as a whole throughout the country on a Russian scale. The place and level of development of services in the Altai Territory is described in detail.
本文描述了一种基于主成分法对各地区服务部门状况进行广义评估的可能方法。在计算过程中,建立了一个矩阵,其中包含了2005年至2018年全国各地区服务业发展状况或发展水平的指标。根据成分分析的结果,确定了7个主成分,其因子负荷最高的统计指标可以正确地解释为广义指标。根据这些指标的归一化值,按照一定的规律,划分出服务业发展水平从低到高的五组地区。通过这些计算,可以得出一个结论,即以俄罗斯的规模衡量全国整个服务部门的平均发展水平。详细介绍了阿尔泰地区服务业发展的位置和水平。
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引用次数: 0
Sociometric Indicators in Start-Up's Evaluation 创业评价中的社会计量指标
Pub Date : 1900-01-01 DOI: 10.25205/2542-0429-2018-18-2-132-152
M. V. Krasnostanova
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引用次数: 1
Assessment of the Possibilities for the Development of Domestic Production of Oil and Gas Engineering 油气工程国产化发展的可能性评价
Pub Date : 1900-01-01 DOI: 10.25205/2542-0429-2018-18-1-30-41
V. A. Bazhanov, E. P. Amosyonok
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引用次数: 1
Mechanical Engineering of Siberia: Development Possibilities in the Face of Contemporary Challenges 西伯利亚机械工程:面对当代挑战的发展可能性
Pub Date : 1900-01-01 DOI: 10.25205/2542-0429-2018-18-4-27-41
L. S. Veselaya, V. A. Bazhanov
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引用次数: 2
Prospects for the Chukotka’s Complex Development 楚科奇综合体开发前景展望
Pub Date : 1900-01-01 DOI: 10.25205/2542-0429-2018-18-2-69-85
O. Tarasova, A. Sokolova
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引用次数: 4
Novosibirsk as a “Smart City” 新西伯利亚成为“智慧城市”
Pub Date : 1900-01-01 DOI: 10.25205/2542-0429-2020-20-4-46-60
E. Kostina
In recent years, we have witnessed a rapid and profound growth of urban population. The challenge to improve the quality of the urban environment is becoming increasingly important. Competition among the cities for highly skilled workforce, companies, investors, and even international events is also growing. With the advancement in modern technologies, especially IT, the Internet of things and big data, the creation of a “smart city” seems to be an excellent opportunity for the urban development. More and more cities are striving to follow this path, and Novosibirsk – the third largest city in Russia – is not an exception. This article analyzes the concept of a smart city, the advantages and barriers that impede the creation of a “smart city”, and considers the prospects of Novosibirsk as a “smart city”. The article suggests possible ways for Novosibirsk development as a “smart city”.
近年来,我们目睹了城市人口快速而深刻的增长。改善城市环境质量的挑战正变得越来越重要。城市之间对高技能劳动力、公司、投资者甚至国际活动的竞争也在加剧。随着现代技术的发展,特别是信息技术、物联网和大数据的发展,创建“智慧城市”似乎是城市发展的绝佳机遇。越来越多的城市正在努力走上这条道路,俄罗斯第三大城市新西伯利亚也不例外。本文分析了智慧城市的概念、阻碍“智慧城市”创建的优势和障碍,并考虑了新西伯利亚作为“智慧城市”的前景。文章提出了新西伯利亚发展为“智慧城市”的可能途径。
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引用次数: 0
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Wem-water Engineering & Management
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