Volume 18, Issue 4 (December 2022)
Abstract
(3417 Views) |
Full-Text (PDF)
(1151 Downloads)
|
Highlights
- A probabilistic framework for analyzing the impact of DER penetration on system planning has been presented. This adds a new dimension to planning methodology where, in addition to optimal sizing and placement, optimum DER penetration level can also be determined.
- The penetration level in this work is correlated with the meteorological parameters on hour by hour basis. The formulation proposes the concept of analyzing the DER penetration through Penmin and Penmax. This adequately addresses the intermittent behavior of DERs.
- A three-stage methodology has been developed to addresses the assessment of DER penetration level. The intermittent nature of DERs may pose up technical issues such as system reliability problem and voltage fluctuation. Thus, in this planning framework, technical problems are given due consideration while simultaneously handling the economic front. In order to enable in-depth economic evaluation, the technical and environmental objectives have been expressed as cost functions.
- Different planning scenarios have been investigated in order to have an understanding of prioritizing objectives and penetration level from an economical perspective.
Abstract
(3635 Views) |
Full-Text (PDF)
(1671 Downloads)
|
Highlights
- This paper presents a probabilistic optimal power flow algorithm using the Taguchi method based on orthogonal arrays and genetic algorithms.
- This method can apply correlations and is validated by simulation experiments in the IEEE 30-bus network.
- The test results of this method are compared with the Monte Carlo simulation results and the two-point estimation method.
- The accuracy and efficiency of the proposed Taguchi correlation method and the genetic algorithm are confirmed by comparison with the Monte Carlo simulation and the two-point estimation method.
Abstract
(2855 Views) |
Full-Text (PDF)
(1094 Downloads)
|
Highlights
- Development of fast and accurate bagging tree-based protection scheme for DC microgrid.
- Performing the task of fault detection, classification, and section identification for DC microgrid under varying operating scenarios and fault conditions.
- Validation of the proposed scheme for immunity against varying nature of the fault and microgrid operation including intermittency in non-conventional distributed generators.
Abstract
(2996 Views) |
Full-Text (PDF)
(1106 Downloads)
|
Highlights
- Incorporation of optimal sizing of resource mix in planning framework. In this paper optimally technology sizing improves the selection and planning process of micro-grid.
- Consideration of battery storage (BS) as an integral component of system planning.
- Consideration of different sustainability parameter such as economic, technical, social and environmental.
- Consideration of sensitivity analysis for the analysis of parameter weight on resource mix selection.
Abstract
(2716 Views) |
Full-Text (PDF)
(993 Downloads)
Abstract
(2133 Views) |
Full-Text (PDF)
(954 Downloads)
Abstract
(2646 Views) |
Full-Text (PDF)
(1425 Downloads)
Abstract
(2709 Views) |
Full-Text (PDF)
(1198 Downloads)
Abstract
(3961 Views) |
Full-Text (PDF)
(1595 Downloads)
|
Highlights
- A new TDA-ML-based algorithm of AC microgrid protection is presented.
- SLG, DL, DLG , 3L, 3LG faults are classified in this paper accurately.
- The fault location is estimated with error lower than 20 m.
- Over than 8000 fault scenarios are used to train, validate, and test the TDA-ML-based approach.
- This method accurately operates with fault resistance and sampeling frequency variations.
Abstract
(2561 Views) |
Full-Text (PDF)
(979 Downloads)
Abstract
(2537 Views) |
Full-Text (PDF)
(1004 Downloads)
Abstract
(2632 Views) |
Full-Text (PDF)
(906 Downloads)
Abstract
(2335 Views) |
Full-Text (PDF)
(1028 Downloads)
|
Highlights
- Modeling of the wind intermittency to observe the behavior the intermittency through Weibull function.
- Development of the ensemble of protection schemes to identify the mode of operation, fault detection/classification with faulty section identification.
- Validation of the proposed scheme through the test cases under diverse conditions.
- Simulation of the DC microgrid model to simulate the fault scenarios.
- Analysis of the protection scheme with other techniques.
Export as:
HTML
|
XML
|
RSS