Optimal Distributed Generation Placement in Power Distribution Networks: Models, Methods, and Future Research
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Citations
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References
Optimal Renewable Resources Mix for Distribution System Energy Loss Minimization
An analytical approach for dg allocation in primary distribution network
Analytical approaches for optimal placement of distributed generation sources in power systems
Summary of Distributed Resources Impact on Power Delivery Systems
A combination of genetic algorithm and particle swarm optimization for optimal DG location and sizing in distribution systems
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Frequently Asked Questions (16)
Q2. What is the importance of this research?
The importance of this research lies in the fact that the cost of cores in single-phase shell-type distribution transformers ranges from 27 to 38% of the total cost of materials.
Q3. Why are researchers so active in the development of better transformer cores?
Due to the importance of improved electrical core performance, researchers are very active in the development of better transformer cores and core modeling techniques [1–7].
Q4. What is the objective function of the analysis?
To carry out the analysis presented in this study, 144 transformer designs were optimized: 72 designs where the objective function is to minimize bid price (usually the objective for transformers that are purchased by industrial and commercial users) and 72 designs where the objective function is to minimize TOC (usually the objective for transformers that are purchased by electric utilities).
Q5. Why have better manufacturing techniques been developed?
Better manufacturing techniques have been developed as a consequence of a better understanding of the factors that influence magnetic properties.
Q6. What is the average thickness of a transformer?
The lamination thickness for 60 Hz transformers is usually in the range of 0.17–0.27 mm, depending on the relative importance of core losses in the total losses of the transformer and on price criteria.
Q7. what is the hysteresis loss per unit volume?
Hysteresis loss per unit volume at power frequencies is [16]:Ph = 2 f S B2pμ (6)where μ (H/m) is the permeability of the material, and S is the shape factor.
Q8. What is the core loss for the three different magnetic materials?
In the analysis performed in this paper, the model used to calculate core losses for the three magnetic materials (M2, M3 and M4) is that of [13], where the core loss is in watts per kilogram for the considered laminations at 60 Hz as a function of the peak magnetic flux density Bp (T):wM2kg = −21.11312203 + 8.583546123 · Bp + 1.390035903 · B2p +0.113207533 · B3p − 0.004609366 · B4p + 7.54374 · 10−5 · B5p (1) wM3kg = −45.94322511 + 17.94316167 · Bp − 2.787213965 · B2p +0.21646225 · B3p − 0.008382569 · B4p + 0.000129908 · B5p (2) wM4kg = −0.08058632 + 0.07744565 · Bp − 0.01948912 · B2p+0.00350717 · B3p − 0.0002352 · B4p + 5.9045 · 10−6 · B5p (3)Graphs for equations (1)–(3) are shown in Fig. 3, where it can be observed that M2 and M3 materials have a very similar behavior and cores manufactured with thicker materials have less loss per unit weight, although transform-ers built with thinner laminations need less core material.
Q9. What is the sensitivity of the transformers?
All 144 transformer designs were obtained considering a core assembling pressure of 20 psi (0.14 MPa), resulting in space factors of 96.8, 97.6 and 97.8% for M2, M3 and M4 laminations, respectively.
Q10. What is the description of the model?
A useful model in literature is presented in [1]; the model covers steady-state unbalanced conditions of three-phase transformers including three-legged, five-legged and triplex core designs.
Q11. What is the objective function of the optimization problem for a transformer in Mexico?
Six of the most common transformer ratings in Mexican utilities [29] were chosen, namely, 5, 10, 15, 25, 37.5 and 50 kVA (in Mexico, the range of power for single-phase distribution transformer is from 5 to 167 kVA for three different levels of voltage class: 15, 25 and 34.5 kV).
Q12. What is the purpose of this paper?
This paper gives clear guidelines to select the appropriate thickness for core lamination in distribution transformers based on the minimization of either TOC or bid price.
Q13. What are the possible causes of the increase in core losses?
There are other factors that are considered as possible causes of increase in core losses: (a) improper handling of the core steel during transformer manufacturing; (b) poor insulation coating within lamination layers (Fig. 7); (c) improper arrangements of core joints; (d) burrs forming at slit edges or at the cut joints (if burrs are present in the lamination, interlamination short circuits can occur); (e) incomplete stress relief annealing.
Q14. How many times the core loss was assigned to each grade?
At the time the AISI system was adopted, the type number assigned to each grade was approximately ten times the core loss expressed in watts per pound for a given thickness.
Q15. What are the factors that affect the performance of electrical steel?
Factors that impact core loss of electrical steel are reported in [8,9]: (a) quality of sheet insulation, (b) percentage of silicon in the alloy, (c) chemical impurities, (d) grain size, (e) crystal orientation control and (f) core lamination thickness.
Q16. How many transformers have the minimum TOC?
19 (79%) of the 24 scenarios (4 cases for 6 ratings in Table 9) have the minimum TOC when the transformers are manufactured with M3 laminations.