基于時(shí)序仿真和GA的風(fēng)儲(chǔ)系統(tǒng)儲(chǔ)能容量優(yōu)化配比
發(fā)布時(shí)間:2018-08-22 16:19
【摘要】:鑒于風(fēng)儲(chǔ)一體化系統(tǒng)中儲(chǔ)能容量是影響風(fēng)電并網(wǎng)系統(tǒng)綜合技術(shù)經(jīng)濟(jì)性能的關(guān)鍵因素之一,提出了基于時(shí)序仿真原理和GA算法相結(jié)合的協(xié)調(diào)風(fēng)電有功功率與其并網(wǎng)系統(tǒng)負(fù)荷功率波動(dòng)的風(fēng)儲(chǔ)一體化系統(tǒng)中儲(chǔ)能容量優(yōu)化配比新方法。根據(jù)電網(wǎng)日負(fù)荷分布的規(guī)律性與風(fēng)電場(chǎng)出力的隨機(jī)性,構(gòu)建了協(xié)調(diào)風(fēng)電有功功率與其并網(wǎng)系統(tǒng)負(fù)荷功率波動(dòng)的儲(chǔ)能充放電控制策略數(shù)學(xué)模型;在此基礎(chǔ)上,以儲(chǔ)能容量最小為目標(biāo),考慮儲(chǔ)能裝置充放電效率、荷電狀態(tài)與風(fēng)儲(chǔ)合成出力目標(biāo)等因素,構(gòu)建了基于時(shí)序仿真原理的風(fēng)儲(chǔ)一體化系統(tǒng)中儲(chǔ)能容量優(yōu)化配比數(shù)學(xué)模型;進(jìn)一步,采用GA算法對(duì)上述時(shí)序仿真模型求解。最后,以新疆某風(fēng)電并網(wǎng)系統(tǒng)實(shí)際運(yùn)行數(shù)據(jù)對(duì)上述風(fēng)儲(chǔ)系統(tǒng)中儲(chǔ)能容量優(yōu)化配比方法進(jìn)行仿真驗(yàn)證,結(jié)果表明:在確保風(fēng)電出力對(duì)系統(tǒng)不構(gòu)成威脅的情況下,風(fēng)儲(chǔ)功率配比≤8:1,儲(chǔ)能系統(tǒng)持續(xù)最大持續(xù)充放電時(shí)間≤1.2 h,較好地兼顧了系統(tǒng)的技術(shù)與經(jīng)濟(jì)性能。
[Abstract]:In view of the fact that energy storage capacity is one of the key factors affecting the comprehensive technical and economic performance of wind power grid connection system, A new method for optimizing the proportion of energy storage capacity in an integrated wind storage system based on the principle of time series simulation and GA algorithm is proposed to coordinate the fluctuation of active power of wind power and load power of grid-connected system. According to the regularity of daily load distribution in power grid and the randomness of wind farm output, a mathematical model of energy storage charge and discharge control strategy is established to coordinate the fluctuation of active power of wind power and load power of grid-connected system. Taking the minimum energy storage capacity as the goal, considering the charge and discharge efficiency of the energy storage device, the charge state and the combined force target of the air storage, a mathematical model for optimizing the proportion of the energy storage capacity in the integrated wind storage system based on the principle of time series simulation is constructed. The GA algorithm is used to solve the above time series simulation model. Finally, based on the actual operation data of a wind power grid connected system in Xinjiang, the optimal ratio of energy storage capacity in the wind storage system mentioned above is simulated and verified. The results show that: under the condition of ensuring that the wind power output does not pose a threat to the system, The power ratio of wind storage is 鈮,
本文編號(hào):2197644
[Abstract]:In view of the fact that energy storage capacity is one of the key factors affecting the comprehensive technical and economic performance of wind power grid connection system, A new method for optimizing the proportion of energy storage capacity in an integrated wind storage system based on the principle of time series simulation and GA algorithm is proposed to coordinate the fluctuation of active power of wind power and load power of grid-connected system. According to the regularity of daily load distribution in power grid and the randomness of wind farm output, a mathematical model of energy storage charge and discharge control strategy is established to coordinate the fluctuation of active power of wind power and load power of grid-connected system. Taking the minimum energy storage capacity as the goal, considering the charge and discharge efficiency of the energy storage device, the charge state and the combined force target of the air storage, a mathematical model for optimizing the proportion of the energy storage capacity in the integrated wind storage system based on the principle of time series simulation is constructed. The GA algorithm is used to solve the above time series simulation model. Finally, based on the actual operation data of a wind power grid connected system in Xinjiang, the optimal ratio of energy storage capacity in the wind storage system mentioned above is simulated and verified. The results show that: under the condition of ensuring that the wind power output does not pose a threat to the system, The power ratio of wind storage is 鈮,
本文編號(hào):2197644
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