三相双有源桥双向AC/DC变换器具备高效双向变换和升降压运行的优势,适合应用于储能系统,但是该变换器在宽电压范围下运行时的参数设计与性能优化面临挑战。针对适用于该变换器在宽电压范围下实现零电压开关(zero voltage switching,ZVS...三相双有源桥双向AC/DC变换器具备高效双向变换和升降压运行的优势,适合应用于储能系统,但是该变换器在宽电压范围下运行时的参数设计与性能优化面临挑战。针对适用于该变换器在宽电压范围下实现零电压开关(zero voltage switching,ZVS)的混合调制策略,提出基于遗传算法的多目标参数优化方法;以开关管损耗和电感电流有效值作为优化目标,建立多目标优化模型,对电感值和变压器匝比进行求解;在实验室搭建一台1.5 kW的原理样机,实验结果表明,采用混合调制策略的变换器可在宽电压和宽功率范围下实现ZVS。此外,多目标优化参数设计方法能降低变换器的损耗,从而提升效率,为其性能提升提供了有效方案。展开更多
In wind and solar renewable-dominant hybrid alternating current/direct current(AC/DC)power systems,the active power of high-voltage direct current(HVDC)system is significantly limited by the security and stability eve...In wind and solar renewable-dominant hybrid alternating current/direct current(AC/DC)power systems,the active power of high-voltage direct current(HVDC)system is significantly limited by the security and stability events caused by cascading failures.To identify critical lines in cascading failures,a rapid risk assessment method is proposed based on the gradient boosting decision tree(GBDT)and frequent pat-tern growth(FP-Growth)algorithms.First,security and stability events triggered by cascading failures are analyzed to explain the impact of cascading failures on the maximum DC power.Then,a cascading failure risk index is defined,focusing on the DC power being limited.To handle the strong nonlinear relationship between the maximum DC power and cascading failures,a GBDT with an update strategy is utilized to rapidly predict the maximum DC power under uncertain operating conditions.Finally,the FP-Growth algorithm is improved to mine frequent patterns in cascading failures.The importance index for each fault in a frequent pattern is defined by evaluating its impact on cascading failures,enabling the identification of critical lines.Simulation results of a modified Ningxia–Shandong hybrid AC/DC system in China demonstrate that the proposed method can rapidly assess the risk of cascading failures and effectively identify critical lines.展开更多
文摘三相双有源桥双向AC/DC变换器具备高效双向变换和升降压运行的优势,适合应用于储能系统,但是该变换器在宽电压范围下运行时的参数设计与性能优化面临挑战。针对适用于该变换器在宽电压范围下实现零电压开关(zero voltage switching,ZVS)的混合调制策略,提出基于遗传算法的多目标参数优化方法;以开关管损耗和电感电流有效值作为优化目标,建立多目标优化模型,对电感值和变压器匝比进行求解;在实验室搭建一台1.5 kW的原理样机,实验结果表明,采用混合调制策略的变换器可在宽电压和宽功率范围下实现ZVS。此外,多目标优化参数设计方法能降低变换器的损耗,从而提升效率,为其性能提升提供了有效方案。
基金supported by the National Key Research and Development Program of China"Key technologies for system stability and HVDC transmission of large-scale renewable energy generation base without conventional power support(2022YFB2402700)"the project of the State Grid Corporation of China(52272222001J).
文摘In wind and solar renewable-dominant hybrid alternating current/direct current(AC/DC)power systems,the active power of high-voltage direct current(HVDC)system is significantly limited by the security and stability events caused by cascading failures.To identify critical lines in cascading failures,a rapid risk assessment method is proposed based on the gradient boosting decision tree(GBDT)and frequent pat-tern growth(FP-Growth)algorithms.First,security and stability events triggered by cascading failures are analyzed to explain the impact of cascading failures on the maximum DC power.Then,a cascading failure risk index is defined,focusing on the DC power being limited.To handle the strong nonlinear relationship between the maximum DC power and cascading failures,a GBDT with an update strategy is utilized to rapidly predict the maximum DC power under uncertain operating conditions.Finally,the FP-Growth algorithm is improved to mine frequent patterns in cascading failures.The importance index for each fault in a frequent pattern is defined by evaluating its impact on cascading failures,enabling the identification of critical lines.Simulation results of a modified Ningxia–Shandong hybrid AC/DC system in China demonstrate that the proposed method can rapidly assess the risk of cascading failures and effectively identify critical lines.
