期刊論文 [1] Runjia Sun, Yutian Liu. Hybrid reinforcement learning for power transmission network self-healing considering wind power[J], IEEE Transactions on Neural Networks and Learning Systems, 2023, 34(9): 6405 - 6415. [2] Runjia Sun, Yutian Liu, Liang Wang. An online generator start-up algorithm for transmission system self-healing based on MCTS and sparse autoencoder[J], IEEE Transactions on Power Systems, 2019, 34(3): 2061-2070. [3] Runjia Sun, Yutian Liu, Hainan Zhu, et. al. A network reconfiguration approach for power system restoration based on preference-based multiobjective optimization[J], Applied Soft Computing, 2019, 83: 105656. [4] 孫潤稼, 劉玉田. 基于深度學(xué)習(xí)和蒙特卡洛樹搜索的機(jī)組恢復(fù)在線決策[J], 電力系統(tǒng)自動(dòng)化, 2018, 42(14): 40-47 [5] Rizwan ul Hassan, Runjia Sun, Yutian Liu. Online static security assessment for cascading failure using stacked de-noising auto-encoder[J], International Journal of Electrical Power & Energy Systems , 2022, 137: 107852. [6] Rui Fan, Runjia Sun, Yutian Liu, et. al. Adaptive power load restoration considering flexible control of air conditioners for resilience enhancement[J]. International Journal of Electrical Power & Energy Systems, 2023, 148: 108959 . [7] Rui Fan, Runjia Sun, Yutian Liu, el. al. An online decision-making method based on multi-agent interaction for coordinated load restoration[J]. Frontiers in Energy Research, 2022, 10: 992996. [8] 范睿, 孫潤稼, 劉玉田. 考慮空調(diào)負(fù)荷需求響應(yīng)的負(fù)荷恢復(fù)量削減方法[J]. 電工技術(shù)學(xué)報(bào), 2022, 37(11): 2869-2877. [9] 劉天浩, 朱元振, 孫潤稼, 劉玉田. 極端自然災(zāi)害下電力信息物理系統(tǒng)韌性增強(qiáng)策略[J],電力系統(tǒng)自動(dòng)化, 2021, 45(03): 40-48. [10]孫潤稼, 朱海南, 劉玉田. 基于偏好多目標(biāo)優(yōu)化和遺傳算法的輸電網(wǎng)架重構(gòu)[J], 山東大學(xué)學(xué)報(bào)(工學(xué)版), 2019, 49(05): 17-23. [11]劉玉田, 孫潤稼, 王洪濤, 顧雪平. 人工智能在電力系統(tǒng)恢復(fù)中的應(yīng)用綜述[J], 山東大學(xué)學(xué)報(bào)(工學(xué)版), 2019, 49(05): 1-8. 發(fā)明專利 [1] Yutian Liu, Runjia Sun. Method and system for online decision making of generator start-up[P], 2018-9-29, 美國、歐盟 [2] 孫潤稼, 劉玉田, 范睿. 一種極端天氣下電網(wǎng)自適應(yīng)負(fù)荷恢復(fù)方法及系統(tǒng)[P]. 中國: ZL 2021 11 580104.0, 2022-10-04. [3] 劉玉田, 孫潤稼, 范睿. 自然災(zāi)害下電網(wǎng)應(yīng)急搶修與恢復(fù)調(diào)度協(xié)同決策方法及系統(tǒng)[P]. 中國: ZL 2022 1 0000490.X, 2022-04-08. [4] 劉玉田, 孫潤稼. 一種機(jī)組恢復(fù)在線動(dòng)態(tài)決策方法及系統(tǒng) [P]. 中國: ZL 2018 1 0271593.3, 2019-10-18. 科研獎(jiǎng)勵(lì) [1] 應(yīng)對(duì)極端天氣的大型城市電網(wǎng)安全防御與智能恢復(fù)關(guān)鍵技術(shù)及應(yīng)用,山東電力科學(xué)技術(shù)進(jìn)步獎(jiǎng),5/12,2023年度 |