Multi-objective planning of multi-type distributed generation considering timing characteristics and environmental benefits

Yajing Gao; Jianpeng Liu; Jin Yang; Haifeng Liang; Jiancheng Zhang

doi:10.3390/en7106242

Multi-objective planning of multi-type distributed generation considering timing characteristics and environmental benefits

Yajing Gao^*, Jianpeng Liu, Jin Yang, Haifeng Liang, Jiancheng Zhang

^*Corresponding author for this work

Power Electronics, Machines and Power System (PEMPS) Group

Research output: Contribution to journal › Article › peer-review

Abstract

This paper presents a novel approach to multi-type distributed generation (DG) planning based on the analysis of investment and income brought by grid-connected DG. Firstly, the timing characteristics of loads and DG outputs, as well as the environmental benefits of DG are analyzed. Then, on the basis of the classification of daily load sequences, the typical daily load sequence and the typical daily output sequence of DG per unit capacity can be computed. The proposed planning model takes the location, capacity and types of DG into account as optimization variables. An improved adaptive genetic algorithm is proposed to solve the model. Case studies have been carried out on the IEEE 14-node distribution system to verify the feasibility and effectiveness of the proposed method and model.

Original language	English
Pages (from-to)	6242-6257
Number of pages	16
Journal	Energies
Volume	7
Issue number	10
DOIs	https://doi.org/10.3390/en7106242
Publication status	Published - 1 Jan 2014

Bibliographical note

This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).

Keywords

Environmental benefits
Multi-type distributed generation
Timing characteristics
Typical daily load sequence
Typical daily output sequence

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10.3390/en7106242Licence: CC BY 3.0

Multi-Objective Planning of Multi-Type Distributed Generation Considering
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).
Final published version, 682 KBLicence: CC BY 3.0

Cite this

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title = "Multi-objective planning of multi-type distributed generation considering timing characteristics and environmental benefits",

abstract = "This paper presents a novel approach to multi-type distributed generation (DG) planning based on the analysis of investment and income brought by grid-connected DG. Firstly, the timing characteristics of loads and DG outputs, as well as the environmental benefits of DG are analyzed. Then, on the basis of the classification of daily load sequences, the typical daily load sequence and the typical daily output sequence of DG per unit capacity can be computed. The proposed planning model takes the location, capacity and types of DG into account as optimization variables. An improved adaptive genetic algorithm is proposed to solve the model. Case studies have been carried out on the IEEE 14-node distribution system to verify the feasibility and effectiveness of the proposed method and model.",

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AU - Liang, Haifeng

AU - Zhang, Jiancheng

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AB - This paper presents a novel approach to multi-type distributed generation (DG) planning based on the analysis of investment and income brought by grid-connected DG. Firstly, the timing characteristics of loads and DG outputs, as well as the environmental benefits of DG are analyzed. Then, on the basis of the classification of daily load sequences, the typical daily load sequence and the typical daily output sequence of DG per unit capacity can be computed. The proposed planning model takes the location, capacity and types of DG into account as optimization variables. An improved adaptive genetic algorithm is proposed to solve the model. Case studies have been carried out on the IEEE 14-node distribution system to verify the feasibility and effectiveness of the proposed method and model.

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Multi-objective planning of multi-type distributed generation considering timing characteristics and environmental benefits

Abstract

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Keywords

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