Evolutionary Game Analysis of Cooperation between Microgrid and Conventional Grid

Pan, Chengrong; Yong, Long

doi:10.1155/2015/103206

Cited by 9 publications

(8 citation statements)

References 22 publications

(24 reference statements)

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Qianqian Shi [16] developed an evolutionary game model to explore the cooperation tendency of multiple suppliers gaining a deeper insight into the suppliers' cooperative relationships. Chengrong Pan [17] employed the evolutionary game theory to analyze the cooperation between the microgrid and conventional grid, with the discussion focusing on the factors that influence the game players' selection of strategies, and additionally made a numerical simulation analysis. Congdong Li [18] analyzed the mutual evolutionary regularity of the private sector and government supervision department and the influence of public participation level on public and private behavior based on evolutionary game theory.…”

Section: Evolutionary Gamementioning

confidence: 99%

The Cooperative Stability Evolutionary Game Analysis of the Military-Civilian Collaborative Innovation for China’s Satellite Industry

Fang

Chan

2019

Mathematical Problems in Engineering

View full text Add to dashboard Cite

The military-civilian collaborative innovation is an implementation path for most countries to develop strategic emerging industries. The satellite industry is an important area in strategic emerging industries. Based on the evolutionary game theory, we build an evolutionary game model of China's satellite industry military-civilian collaborative innovation with military enterprises and civil enterprises as the main participators under the bounded rationality. Then we analyze the long-term evolution of the system and the factors influencing cooperative stability and perform numerical simulation using Matlab. Our research shows that the cooperative stability of China's satellite industry military-civilian collaborative innovation is positively related to the cooperation revenue, liquidated damages, and government incentives and negatively related to basic income, R&D costs, information communication costs, technology secondary conversion costs, risk costs, and betrayal income. The reasonable income distribution coefficient is conducive to the cooperative stability, and we give a primary standard for government incentives. Finally, corresponding management implications are put forward.

show abstract

Section: Evolutionary Gamementioning

confidence: 99%

The Cooperative Stability Evolutionary Game Analysis of the Military-Civilian Collaborative Innovation for China’s Satellite Industry

Fang

Chan

2019

Mathematical Problems in Engineering

View full text Add to dashboard Cite

show abstract

“…Zareen et al [26] built an optimization model by using signal game to optimize the cooperation incentive mechanism of micro-grid, and to balance the interests of all stakeholders, formed new demand side strategies for micro-grid project development. Pan et al [21], based on the analysis of the motivations and influencing factors of micro-grid cooperation with the conventional grid, analyzed game process of cooperation between them with evolutionary game theory, to balance the interests of the stakeholders, and to form a cooperative incentive for micro-grid and conventional grid. Borah et al [27] pointed out that the development of the micro-grid needs the support of financial and technological innovation, and put forward corresponding motivation mechanisms to coordinate interests of different stakeholders and to promote technological improvement.…”

Section: Literature Reviewmentioning

confidence: 99%

“…Some research has focused on the technological field of micro-grids, such as, power generation technology [7,8], energy storage technology [9,10], control and protection technology [11,12], energy exchange technology [13,14], micro-grid system optimization [15,16] and other key technologies. Other research has focused on micro-grids from the perspective of economy and management, including costs and benefits of investment [17], the market operation mechanism [18], social benefits and social welfare effects [19], auction mechanism [20], and cooperation between stakeholders of micro-grid [21]. However, compared with other aspects of micro-grid research, the research on the incentive of micro-grid project development is relatively scarce.…”

Section: Introductionmentioning

confidence: 99%

“…Therefore, the development of the micro-grid requires different incentive mechanisms. At the same time, stakeholder theory holds that the organization involves many stakeholders, so the organizational system needs to balance the interests of all stakeholders [21]. In the development of micro-grid projects, the technical system and marketization characteristics of micro-grid projects therefore involve many participants.…”

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

Incentive Mechanism of Micro-grid Project Development

2018

Self Cite

View full text Add to dashboard Cite

Due to the issue of cost and benefit, the investment demand and consumption demand of micro-grids are insufficient in the early stages, which makes all parties lack motivation to participate in the development of micro-grid projects and leads to the slow development of micro-grids. In order to promote the development of micro-grids, the corresponding incentive mechanism should be designed to motivate the development of micro-grid projects. Therefore, this paper builds a multi-stage incentive model of micro-grid project development involving government, grid corporation, energy supplier, equipment supplier, and the user in order to study the incentive problems of micro-grid project development. Through the solution and analysis of the model, this paper deduces the optimal subsidy of government and the optimal cooperation incentive of the energy supplier, and calculates the optimal pricing strategy of grid corporation and the energy supplier, and analyzes the influence of relevant factors on optimal subsidy and incentive. The study reveals that the cost and social benefit of micro-grid development have a positive impact on micro-grid subsidy, technical level and equipment quality of equipment supplier as well as the fact that government subsidies positively adjust the level of cooperation incentives and price incentives. In the end, the validity of the model is verified by numerical analysis, and the incentive strategy of each participant is analyzed. The research of this paper is of great significance to encourage project development of micro-grids and to promote the sustainable development of micro-grids.

show abstract

“…The energy shortages and environmental pollution have given an impetus to the development of the microgrids (MGs), which are more flexible, energy saving, and environmentally friendly [1][2][3][4]. A microgrid system usually contains not only the conventional sources but also various types of renewable sources, such as photovoltaics, wind power, gas turbines, and microturbines [5,6].…”

Section: Introductionmentioning

confidence: 99%

Dynamic Environmental/Economic Scheduling for Microgrid Using Improved MOEA/D-M2M

Fang

2016

Mathematical Problems in Engineering

View full text Add to dashboard Cite

The environmental/economic dynamic scheduling for microgrids (MGs) is a complex multiobjective optimization problem, which usually has dynamic system parameters and constraints. In this paper, a biobjective optimization model of MG scheduling is established. And various types of microsources (like the conventional sources, various types of renewable sources, etc.), electricity markets, and dynamic constraints are considered. A recently proposed MOEA/D-M2M framework is improved (I-MOEA/D-M2M) to solve the real-world MG scheduling problems. In order to deal with the constraints, the processes of solutions sorting and selecting in the original MOEA/D-M2M are revised. In addition, a self-adaptive decomposition strategy and a modified allocation method of individuals are introduced to enhance the capability of dealing with uncertainties, as well as reduce unnecessary computational work in practice and meet the time requirements for the dynamic optimization tasks. Thereafter, the proposed I-MOEA/D-M2M is applied to the independent MG scheduling problems, taking into account the load demand variation and the electricity price changes. The simulation results by MATLAB show that the proposed method can achieve better distributed fronts in much less running time than the typical multiobjective evolutionary algorithms (MOEAs) like the improved strength Pareto evolutionary algorithm (SPEA2) and the nondominated sorting genetic algorithm II (NSGAII). Finally, I-MOEA/D-M2M is used to solve a 24-hour MG dynamic operation scheduling problem and obtains satisfactory results.

show abstract

Evolutionary Game Analysis of Cooperation between Microgrid and Conventional Grid

Cited by 9 publications

References 22 publications

The Cooperative Stability Evolutionary Game Analysis of the Military-Civilian Collaborative Innovation for China’s Satellite Industry

The Cooperative Stability Evolutionary Game Analysis of the Military-Civilian Collaborative Innovation for China’s Satellite Industry

Incentive Mechanism of Micro-grid Project Development

Dynamic Environmental/Economic Scheduling for Microgrid Using Improved MOEA/D-M2M

Contact Info

Product

Resources

About