職 務(wù): 院長(zhǎng)助理

職 稱: 副教授

專 業(yè): 機(jī)電控制，智能控制

單 位: 山東農(nóng)業(yè)大學(xué)

現(xiàn)研究領(lǐng)域: 智能農(nóng)機(jī)裝備

工學(xué)博士，1996年在山東農(nóng)業(yè)大學(xué)獲農(nóng)業(yè)機(jī)械化工程專業(yè)學(xué)士學(xué)位；2001年在山東科技大學(xué)獲計(jì)算機(jī)應(yīng)用專業(yè)碩士學(xué)位；2008年在上海大學(xué)獲機(jī)械制造及其自動(dòng)化專業(yè)博士學(xué)位，2008.9-2011.1在上海交通大學(xué)做博士后研究。主要從事智能農(nóng)機(jī)裝備、智能非線性系統(tǒng)建模與優(yōu)化等方面的研究。主持中國(guó)博士后基金1項(xiàng)，作為主要完成人參與了863重點(diǎn)項(xiàng)目、科技部成果轉(zhuǎn)化項(xiàng)目、自然科學(xué)基金等多項(xiàng)科研課題，在農(nóng)業(yè)工程、機(jī)械制造、智能控制等領(lǐng)域的著名國(guó)際期刊和會(huì)議上發(fā)表了30 余篇SCI/EI 論文，申請(qǐng)8 項(xiàng)專利，授權(quán)4 項(xiàng)。作為主要貢獻(xiàn)人員分別在2009年和2011年獲得了國(guó)家科技進(jìn)步獎(jiǎng)二等獎(jiǎng)2 項(xiàng)。近年來(lái)，國(guó)內(nèi)外著名期刊IEEE Transactions on Neural Networks、Engineering Applications of Artificial Intelligence、農(nóng)業(yè)機(jī)械學(xué)報(bào)等的審稿人。

【1】Yuan Jin, Wang Kesheng, Yu Tao and Fang Minglun, Reliable multi-objective optimization of high-speed WEDM process based on Gaussian process regression, International Journal of Machine Tools and Manufacture. Volume 48, Issue 1, 2008, Pages 47-60. 引用25次

【2】Yuan Jin, Liu Cheng-Liang, Li Yan-Ming, Zeng Qingbing, Xuan F. Zha, Gaussian processes based bivariate control parameters optimization of variable-rate granular fertilizer applicator, Computers and Electronics in Agriculture, Volume 70, Issue 1, January 2010, Pages 33-41.

【3】Yuan Jin, Bo Liefeng, Wang Kesheng and Yu Tao. 2007. Adaptive Spherical Gaussian Kernel in Sparse Bayesian Learning Framework for Nonlinear Regression. Expert System with Applications, Volume 36, Issue 2, Part 2, March 2009, Pages 3982-3989. 引用8次

【4】Yuan Jin, Cheng-Liang; Liu, Xuemei; Wang, Kesheng; Yu, Tao. “Incorporating prior model into Gaussian processes regression for WEDM process modeling”, Expert System with Applications, Volume 36, Issue 4, (2009), Pages 8084-8092 . 引用1次

【5】Yuan Jin, Wang Kesheng, Yu Tao and Fang Minglun, 2007. "Integrating relevance vector machines and genetic algorithms for optimization of seed-separating process", Engineering Applications of Artificial Intelligence, Vol. 20, no. 7, pp. 970-979. 引用21次

【6】Yuan Jin, Li Yanming, Liu Chengliang, Xuan F. Zha: Leave-One-Out Cross-Validation Based Model Selection for Manifold Regularization. Advances in Neural Networks - ISNN 2010 - 7th International Symposium on Neural Networks 2010. PP: 457-464.

【7】Yuan Jin, Liu Chengliang, Xuan F. Zha: Relevance vector machines based modelling and optimisation for collaborative control parameter design: a case study. International Journal of Computer Applications in Technology, 36(3/4): 191-199 (2009).

【8】Yuan Jin, Wang Kesheng, Yu Tao and Liu Xuemei, “Step-Spreading Map Knowledge Based Multi-Objective Genetic Algorithm for Robot-Path Planning”, IEEE International Conference on Systems, Man and Cybernetics (SMC 2007), Montreal, Canada (Oct. 2007). pp.3402-3407, ISBN 1-4244-0991-8.

【9】Yuan Jin, Yu Tao, Wang Kesheng, and Liu Xuemei. “Adaptive Spherical Gaussian Kernel for fast Relevance Vector Machine Regression”, The 7th World Congress on Intelligent Control and Automation (WCICA’08), 2008, p 2071-2076.

【10】Yuan Jin, Wang Kesheng, Yu Tao and Liu Xuemei. "Incorporating fuzzy prior knowledge into Relevance Vector Machine regression," Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). IEEE International Joint Conference on , vol., no., pp.510-515, 1-8 June 2008.

【11】Yuan Jin, Tao Yao, Wang Kesheng. 2006. A hybrid intelligent approach for optimal control of seed cleaner. In Proc. of IFIP TC5 International Conference of Prolamat.2006: Springer, pp780-785.

【12】Yuan Jin, Xu Zhi-Ming, Liu Cheng-Liang, He Chuang-Xin, CBM based semi-supervised learning and its model selection for fault diagnosis and knowledge fusion, International Workshop of Advanced Manufacturing and Automation (IWAMA2010),pp:42-50.

【13】苑進(jìn),劉成良,劉建政等.基于ARM和DSP的雙變量施肥控制系統(tǒng)設(shè)計(jì)與試驗(yàn).農(nóng)業(yè)機(jī)械學(xué)報(bào),2010,41(S):233-238.

【14】苑進(jìn),古玉雪,劉成良.ARM/DSP雙變量施肥系統(tǒng)標(biāo)定與排肥量誤差補(bǔ)償控制，中國(guó)農(nóng)業(yè)工程學(xué)會(huì)電氣信息與自動(dòng)化專委會(huì)2010年學(xué)術(shù)年會(huì)

【15】苑進(jìn),劉成良,古玉雪，基于相關(guān)向量機(jī)的雙變量施肥控制序列優(yōu)化，農(nóng)業(yè)機(jī)械學(xué)報(bào)，2011, 42(Z1): 184-189,171.

【16】苑進(jìn),劉雪美,江濤. 遙感圖像中多分類問(wèn)題的樹(shù)型RBF神經(jīng)網(wǎng)絡(luò)方法[J], 農(nóng)業(yè)工程學(xué)報(bào), 2004,(05) . pp. 173-177.

【17】苑進(jìn); 劉雪美; 李進(jìn)京; 侯存良, 基于神經(jīng)網(wǎng)絡(luò)建模的種子精選機(jī)遺傳最優(yōu)控制, 農(nóng)業(yè)工程學(xué)報(bào), 2003(1), pp.76~79.

【18】劉成良, 周俊, 苑進(jìn), 黃丹楓, 新型沖量式谷物聯(lián)合收割機(jī)精準(zhǔn)智能測(cè)產(chǎn)系統(tǒng)研究，中國(guó)科學(xué)：信息科學(xué), 2010,40: 226-231.

成果及獎(jiǎng)勵(lì)

【1】土壤作物信息采集與肥水精量實(shí)施關(guān)鍵技術(shù)及裝備 獲2011年國(guó)家科技進(jìn)步獎(jiǎng)二等獎(jiǎng) 第5位項(xiàng)目完成人

【2】高性能尾氣凈化器柔性制造關(guān)鍵技術(shù)及成套裝備 獲2009年國(guó)家科技進(jìn)步獎(jiǎng)二等獎(jiǎng) 第6位項(xiàng)目完成人