A Crowdfunding Model for Green Energy Investment
Authors: Ronghuo Zheng, Ying Xu, Nilanjan Chakraborty, Katia Sycara
IJCAI 2015 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | Finally, the numerical results based on real data indicates crowdfunding is a simple but effective way to boost green generation. In this section we aim to show the practical impact through simulations with real data. |
| Researcher Affiliation | Academia | Ronghuo Zheng, Ying Xu Nilanjan Chakraborty Katia Sycara Carnegie Mellon University Stony Brook University Carnegie Mellon University Pittsburgh, PA 15213 Stony Brook, NY Pittsburgh, PA 15213 {ronghuoz,yingx1}@andrew.cmu.edu nilanjan.chakraborty@stonybrook.edu katia@cs.cmu.edu |
| Pseudocode | No | The paper describes mathematical models and derivations but does not include any pseudocode or algorithm blocks. |
| Open Source Code | No | The paper does not provide any explicit statement about open-sourcing the code for the described methodology or a link to a code repository. |
| Open Datasets | Yes | For the average market price q, we use the daily average price in Southern California of 2013 based on the data provided by U.S. Energy Information Administration (EIA)4, which is $48.45 per MWh. According to the report by solar energy industry association, in 2013 the installation cost for solar photovoltaic (PV) with capacity of 1 Watt is $2.59[Association, 2013]. As for the generation parameter of solar farms, we calculate the statistics of solar generation based on a 5-year solar farm s annual average capacity factor. Capacity factor... during 2008-2012 (Table 1) |
| Dataset Splits | No | The paper uses real data for simulations and parameter estimation, but it does not specify any training, validation, or test dataset splits in the context of model development or evaluation. |
| Hardware Specification | No | The paper does not provide any specific hardware details (like GPU/CPU models or memory) used for running its simulations or experiments. |
| Software Dependencies | No | The paper describes the use of a game theory model and simulations but does not specify any software dependencies (e.g., library or solver names with version numbers) used for the analysis or simulations. |
| Experiment Setup | No | The paper defines the parameters of its theoretical model and how they are derived for simulations, but it does not provide specific experimental setup details such as hyperparameters or detailed training configurations. |