城市电网在发生N-1故障后,极可能新增运行风险,导致N-1-1时出现大面积停电事故。为管控城市电网N-1后运行风险,该文提出一种改进双智能体竞争双深度Q网络(dueling double deep Q network,D3QN)的城市电网N-1风险管控转供策略。根据风险...城市电网在发生N-1故障后,极可能新增运行风险,导致N-1-1时出现大面积停电事故。为管控城市电网N-1后运行风险,该文提出一种改进双智能体竞争双深度Q网络(dueling double deep Q network,D3QN)的城市电网N-1风险管控转供策略。根据风险管控原则,提出一种无需额外历史数据、考虑备自投装置、单供变电站风险和单供负荷母线风险的N-1场景指标;建立计及动作次序、指标间关系的负荷转供三阶段求解模型。以含预动作-变化探索值选择策略的改进双智能体D3QN方法,将负荷转供分为多个子转供环节学习,使转供思路清晰化,对动作空间进行降维,提高训练寻优效果,得到管控N-1风险的负荷转供策略。通过城市电网多场景算例分析,验证该文模型和方法的有效性。展开更多
The ultrastructure of porcine kidney(PK)-15 cells was examined after lipofectamine-aided transfection of the molecular clone of the P1 agent.PK-15 cells transfected with the tandem dimer of the P1molecular DNA clone h...The ultrastructure of porcine kidney(PK)-15 cells was examined after lipofectamine-aided transfection of the molecular clone of the P1 agent.PK-15 cells transfected with the tandem dimer of the P1molecular DNA clone had numbers of intracytoplasmic inclusions,and a few cells had intranuclear inclusions.Intracytoplasmic inclusions were round to oval and 0.1-0.3μm in diameter,and intranuclear inclusions,which were more electron dense,were of two general types:the first were round and small(0.1μm approximately)and the second were hexagonal and larger(0.4-0.8μm in diameter).Cells transfected with the tandem dimer of the P1 molecular DNA clone tested positive for P1 DNA at passage 5.This is the first report that the P1 molecular clone has infectivity in vitro and it will provide fundamental materials for further study of the biological characterization of P1.展开更多
Originated in the early 1990s, SCGM(1, m ) c model has enjoyed widespread application in the fields of urban planning, society economy prediction and modal control in recent years. However, none of these applications ...Originated in the early 1990s, SCGM(1, m ) c model has enjoyed widespread application in the fields of urban planning, society economy prediction and modal control in recent years. However, none of these applications have taken account of time lag effects in the modeling process. Aiming at overcoming the defect, the authors introduced time lag items into SCGM(1, m ) c model and developed a SCGM(1, m ) c model with time lag, then discusses in detail some principal problems in the model, such as parameters estimation, model verifying, model prediction, etc. The model was used on a real slope monitoring project and compared with the conventional SCGM(1, m ) c model. The results show an improvement of average models precision from 1.321 to 0.238 and total average of relative prediction errors from 12.41% to 7.98% when the modeling data length ranges from 29 to 48 in the slope monitoring case.展开更多
文摘城市电网在发生N-1故障后,极可能新增运行风险,导致N-1-1时出现大面积停电事故。为管控城市电网N-1后运行风险,该文提出一种改进双智能体竞争双深度Q网络(dueling double deep Q network,D3QN)的城市电网N-1风险管控转供策略。根据风险管控原则,提出一种无需额外历史数据、考虑备自投装置、单供变电站风险和单供负荷母线风险的N-1场景指标;建立计及动作次序、指标间关系的负荷转供三阶段求解模型。以含预动作-变化探索值选择策略的改进双智能体D3QN方法,将负荷转供分为多个子转供环节学习,使转供思路清晰化,对动作空间进行降维,提高训练寻优效果,得到管控N-1风险的负荷转供策略。通过城市电网多场景算例分析,验证该文模型和方法的有效性。
基金supported by the State Key Basic Research Project(973 project)of China(Grant No.2007CB116308)Planned Projects for Postdoctoral Research Funds of Jiangsu Province,China(Grant No.5910602)Postdoctoral Funds of Jiangsu Academy of Agricultural Sciences,China(Grant No.6510501)
文摘The ultrastructure of porcine kidney(PK)-15 cells was examined after lipofectamine-aided transfection of the molecular clone of the P1 agent.PK-15 cells transfected with the tandem dimer of the P1molecular DNA clone had numbers of intracytoplasmic inclusions,and a few cells had intranuclear inclusions.Intracytoplasmic inclusions were round to oval and 0.1-0.3μm in diameter,and intranuclear inclusions,which were more electron dense,were of two general types:the first were round and small(0.1μm approximately)and the second were hexagonal and larger(0.4-0.8μm in diameter).Cells transfected with the tandem dimer of the P1 molecular DNA clone tested positive for P1 DNA at passage 5.This is the first report that the P1 molecular clone has infectivity in vitro and it will provide fundamental materials for further study of the biological characterization of P1.
基金TheNationalNaturalScienceFoundationofChina! (No .497742 0 9)
文摘Originated in the early 1990s, SCGM(1, m ) c model has enjoyed widespread application in the fields of urban planning, society economy prediction and modal control in recent years. However, none of these applications have taken account of time lag effects in the modeling process. Aiming at overcoming the defect, the authors introduced time lag items into SCGM(1, m ) c model and developed a SCGM(1, m ) c model with time lag, then discusses in detail some principal problems in the model, such as parameters estimation, model verifying, model prediction, etc. The model was used on a real slope monitoring project and compared with the conventional SCGM(1, m ) c model. The results show an improvement of average models precision from 1.321 to 0.238 and total average of relative prediction errors from 12.41% to 7.98% when the modeling data length ranges from 29 to 48 in the slope monitoring case.
