Day-ahead scheduling problem of smart micro-grid with high penetration of wind energy and demand side management strategies

Chamandoust, Heydar; Bahramara, Salah; Derakhshan, Ghasem

doi:10.1016/j.seta.2020.100747

Cited by 45 publications

(21 citation statements)

References 35 publications

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“…However, even if the quality of information is an important factor, most scholars prefer to focus on other aspects of DSM, such as in the economic field, billing [15], pricing [16] and cost-benefit analysis [17]; in the field of mathematics, such as scheduling [18] and planning [19], energy efficiency [20][21][22]; in the field of technology, such as renewable energy [23], smart distribution system [24] and others [25]. Some literatures considered the information quality of power information (energy information).…”

Section: Literature Reviewmentioning

confidence: 99%

Research on Power Demand Side Information Quality Indicators and Evaluation Based on Grounded Theory Approach

Zhu

Zhou

2020

Information

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High-quality power demand side information is necessary for scientific decision-making of power grid construction projects. Literature research shows that the current demand side management (DSM) information quality theories and methods need to be improved, and the information quality indicators and evaluation work are essential. In this paper, based on the grounded theory, about 250 copies of relevant literatures and interview records are reviewed. Through open coding, spindle coding, and selective coding, 105 initial concepts are finally extracted to 35 categories and 10 main categories. On this basis, four information dimensions including load extraction, monitoring, management, and government planning are summarized. An index system containing 34 indicators for DSM information quality evaluation on the power demand side is constructed. Finally, using matter-element extension evaluation method, a case study in China is performed to verify the feasibility and scientificity of the indexes. The results show that DSM information quality evaluation indexes are effective, and the evaluation method is also applicable. The establishment of DSM information quality indicators and the evaluation methods in this paper can provide a reference for similar information quality evaluation work in power systems.

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Section: Literature Reviewmentioning

confidence: 99%

Research on Power Demand Side Information Quality Indicators and Evaluation Based on Grounded Theory Approach

Zhu

Zhou

2020

Information

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“…EPP and DSM are hot topics in energy management, as they grew in size, encountered economic, technological and managerial problems in development process [4]. Thus most scholars prefer to focus on the three aspects of EPPs, such as in the economic field, billing [5], pricing [6] and cost-benefit analysis [7]; in the field of mathematics, such as scheduling [8] and planning [9], energy efficiency [10][11][12]; in the field of technology, such as renewable energy [13], smart distribution system [14] and others [15].…”

Section: Literature Reviewmentioning

confidence: 99%

“…EPP is a packaged set of DSM items or collections. EPPs realize energy saving transformation of energyconsuming equipment, and the energy saved is equivalent to the electricity generated by conventional coal-fired power plants [8]. Compared with conventional power plants, EPPs are designed to save electricity, not produce electricity.…”

Section: Eppmentioning

confidence: 99%

Carbon Quota and Efficiency Power Plants Implementation Decision

Zhu¹,

Jin²

2021

Pol. J. Environ. Stud.

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Efficiency Power Plant (EPP) is a package of power demand side projects with zero emission, zero pollution and other advantages. In the process of implementing EPP, enterprises not only save electricity, but also reduce carbon emissions, while meanwhile increase the cost of R&D and equipment. Therefore, it is very necessary to study relationships between carbon quota and EPP implementation decision. In this paper, we build the profit functions of three different types of enterprises implementing EPP and analyze the relationship of main parameters, such as the probability of implement EPP, electricity saving, income, cost and carbon quota, and refine 11 relative results. At last we use 'Maple' software to verify the validity of the results, and carry out an empirical analysis of a case in China to prove the practicability of the relationship analysis results. The conclusion shows that under the carbon quota trading environment, enterprises should tend to implement EPP, and increase investment in R&D and acquisition of EPP, and need adjust the intensity of implementing EPP according to the change of carbon quota, unit carbon quota income, to obtain higher income.

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“…EPP and DSM are hot topics in energy management, as they grew in size; they encountered economic, technological, and managerial problems in the development process (Haydt et al, 2014). Thus, most scholars prefer to focus on the three aspects of EPPs, such as in the economic field, such as billing (Çakmak and Altaş, 2020), pricing (Venizelou et al, 2020), and cost-benefit analysis (Wang and Zhu, 2014); in the field of mathematics, such as scheduling (Chamandoust et al, 2020) and planning (Zhu et al, 2017) and energy efficiency (Wang et al, 2015;Wang et al, 2016;Chakraborty et al, 2020); and in the field of technology, such as renewable energy (Kalair et al, 2020), smart distribution system (Reddy et al, 2020), and others (Mendes et al, 2020).…”

Section: Literature Reviewmentioning

confidence: 99%

Efficiency Power Plant Implementation Decision-Making Based on the Profit Function and Its Numerical Simulation

Zhu

Jin

2021

Front. Energy Res.

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The efficiency power plant (EPP) is a kind of virtual power plant with zero emission, zero pollution, and low cost and exhibits a high-quality low-carbon production behavior in input-output analysis. In the process of implementing EPP, enterprises not only save electricity but also reduce carbon emissions, while increasing the cost of R&D and equipment. Therefore, it is very necessary to study relationships between carbon quota and EPP implementation decision. In this paper, we build the profit functions of three different types of enterprises implementing EPP and analyze the relationship of main parameters, such as the probability of implementing EPP, electricity saving, income, cost, and carbon quota, and obtain nine relative results. Then, we use ‘Maple’ software to simulate the results by drawing images of parameters, and all the above nine results passed the simulation test verification. At last, we collect the actual survey data and use VC++ programming to carry out an empirical study in China to prove the practicability of the model and the results. The results show that, under the carbon quota trading system, enterprises should tend to implement EPPs and increase investment in R&D and acquisition of EPPs and are needed to adjust the intensity of implementing EPPs according to the change of carbon quota and unit carbon quota income, to obtain higher income.

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Day-ahead scheduling problem of smart micro-grid with high penetration of wind energy and demand side management strategies

Cited by 45 publications

References 35 publications

Research on Power Demand Side Information Quality Indicators and Evaluation Based on Grounded Theory Approach

Research on Power Demand Side Information Quality Indicators and Evaluation Based on Grounded Theory Approach

Carbon Quota and Efficiency Power Plants Implementation Decision

Efficiency Power Plant Implementation Decision-Making Based on the Profit Function and Its Numerical Simulation

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