2018
DOI: 10.1049/iet-rpg.2017.0380
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Abstract: It is an undeniable fact that energy systems all over the world are at the point of a paradigm shift as a need for decarbonisation is eminent and unavoidable. The pressure to decarbonise mounts year after year. Since two thirds of all anthropogenic greenhouse-gas emissions come from the energy sector, decarbonisation is more about reducing emissions in the energy system than any other system in the world. The increased need for decarbonisation has resulted in the increased installation of photovoltaic (PV) and… Show more

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Cited by 24 publications
(10 citation statements)
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References 118 publications
(211 reference statements)
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“…On the other hand, the volatility of renewable resources is known as one of the main problems of renewable energy technologies [12]. By taking this challenge, different storage systems provide the desired condition for operation of renewable resources.…”
Section: Motivation and Literature Reviewmentioning
confidence: 99%
“…On the other hand, the volatility of renewable resources is known as one of the main problems of renewable energy technologies [12]. By taking this challenge, different storage systems provide the desired condition for operation of renewable resources.…”
Section: Motivation and Literature Reviewmentioning
confidence: 99%
“…where C was set in [1,5] at a step size of 0.5, e was set in [0.001, 0.1] at a step size of 0.001, and m was set in [1,3] at a step size of 0.2, respectively. The range of these hyperparameters was set based on the experimental results and previous experience.…”
Section: Dni Inter-hour Forecast Modelmentioning
confidence: 99%
“…Solar energy is an important renewable energy resource, but is intermittent in the short period owing to the fluctuations of solar radiation. Dramatic fluctuations cause the energy output of a solar power plant to rapidly decrease from hundreds of megawatts to zero output within a few minutes, and bring about huge risk to the stability of the electrical grid [1]. Therefore, an accurate forecast of solar power is the premise and key technology of the grid-connection for photovoltaic (PV) or concentrated solar thermal (CST) plants [2,3].…”
Section: Introductionmentioning
confidence: 99%
“… RE variability requires flexible generation that can ramp up and down quickly,  The intermittency makes the output from RE sources uncertain.  Power quality and voltage stability issues connected with RE variability that needs to be assessed, controlled, observed and mitigated appropriately, These three aspects (variability, intermittency, and grid stability issues) necessitate a paradigm change in GEP models that assess the impact of increased penetration of RE [27][28][29]. Traditional GEP models have mostly focused on the conventional power plant whose operation and planning can be easily conducted by varying fuel inputs to match variability on the load side [11,30].…”
Section: Generation Expansion Planning With High Share Of Renewable Ementioning
confidence: 99%