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Modeling of CNC Machine Tool Energy Consumption and Optimization Study Based on Neural Network and Genetic Algorithm Dong Xie1,a, Guorong Chen1,b ,Feng Wan2,c ,Jianqu Zhu2,c 1School of Electric & Information Engineering Chong qing University of Science and Technology Chong qing, China 2Engineering Training Center Chong qing University of Science and Technology Chong qing, axiedongcq @126.com China, bcwcgr@126.com ,cwfjqh@126.com Keywords: Machine Tool; Energy Optimization; Genetic Algorithm; Neural Network; Modeling Abstract.
Ф40 Ф20 Parts(ф40) 15 Holder Toolpath Fig. 1 Cutting experiment detail drawings Fig. 2 Schematic diagram of simulated cutting and toolpath The CK6136 CNC machine tool is selected, and its parameters are as follow: spindle motor power is 5.5KW, efficiency η=0.75; X-axis/Z-axis servo motor power is 1KW; tool material is carbide YT15; parts material is low carbon steel; cutting processing is in coolant condition.
Because the factors that affect machine tool energy consumption have tool material and shape, workpiece material, machine tool structure, etc, CNC machine energy-saving research needs to take other factors into account comprehensively in next step.
(in Chinese) [2] Xu Dijian, Shi Jinliang, “The Design of Active Power Test System and Energy Saving Method of NC Machine Tool”, Modular Machine Tool & Automatic Manufacturing Technique.2010(3), pp.47-51(in Chinese) [3] Fu Hongya,Wang Yongzhang,Lu Hua,etc, “ADAPTIVE LEARNING CONTROL OF CUTTING PARAMETERS FOR SCULPTURED SURFACE CUTTING BASED ON GENETIC ALGORITHMS AND NEURAL NETWORK”, Chinese Journal of Mechanical Engineering, 2002(2), pp.145-148 [4] Yu Chunjian, Huang Xiaodiao, Wang Henglei, “Investigation on Calculation Method of Cutting Power in Gear Milling Based on BP Neural Network”, Tool Engineering,2008(42):,pp.62-65.

Acknowledgment This research is supported in part by the National Natural Science Foundation of China (Grants No.61004030)and the  National Key Technology Support Program of China (Grant No.2013BAA01B01).
Applied Mechanics and Materials, 2013, 341: 1089-1093
Based on Zigbee Technology Greenhouse Monitoring System[C]//Proceedings of the 2012 International Conference of Modern Computer Science and Applications.
International Journal Of Mathematics, 2013, 1(2)
Advanced Materials Research, 2012, 488: 1662-1665.

Complete removal involves the severance of conductors and removal of jacket structure and platform materials to shore for disposal, reuse or recycling purposes.
In order to reuse any platform facilities, it requires additional considerations with respect to fatigue, material, inspection, removal and reinstallation [14].
Na, Decommissioning of Offshore Platform: A Sustainable Framework, in IEEE Colloquium on Humanities, Science & Engineering Research (CHUSER), Sabah, Malaysia, 2012
Kumaraswamy, A Comparative Study of Causes of Time Overruns in Hong Kong Construction Projects, International Journal of Project Management, pp. 55-63, 1997
Idrus, Stakeholder Perceptions on Achieved Benefits of PFI Procurement Strategy, Modern Applied Science, pp. 31-39, 2013.

Duncan E-B model has eight parameters, as shown in table 1.According to the suggested values of roller compaction test results of the scene of the Shuibuya and the calculating parameters of Duncan E-B model, the material calculation parameter values in the form can be determined.
Tab.1 Material calculation parameters Material ρd /(g·cm-3) K m Kb n φ0 /(°) △φ /(°) Rf maximum 2.10 800 0.05 400 0.25 50 8.4 0.78  minimum 2.25 1200 0.20 800 0.45 56 10.5 0.85 In the table above, ρd is density; K is cardinal of tangential modulus; n is index of tangential modulus; Rf is damage ratio; Kb is bulk modulus; m is modulus index.
(In Chinese) [2] Yanlong Li, Shouyi Li and Zhanfeng Ding: Journal of Hydraulic Engineering, 2013(07), p.873.
(In Chinese) [4] Yi Cai, Yan Xing, Dan Hu: Beijing Normal University (Natural Science), 2008(01), p.9.
(In Chinese) [5]Liu Kun, Tan Ying,He Xingui: Peking University (Natural Science),2011(02), p.238.

A Study for Network-based Corporate Identity Information Service System Yu-Lin Hsu 1, a, Pai-Ling Chang 2, b, Yun-Shing Chen 3, c and Dawei Lin 4, d 1 Department of Visual communication design, Southern Taiwan University of Science and Technology, 710, Taiwan 2 Department of Digital Media Arts, Shih-hsin University, Taipei , 106, Taiwan 3 Department of Cultural and Creative Industries, National Pingtung University of Education, Pingtung , 900, Taiwan 4 Department of Visual Arts, National Pingtung University of Education, Pingtung , 900 Taiwan aartlin.hsu@gmail.com, bichiang@cc.shu.edu.tw, c yschen@mail.npue.edu.tw, ddawei@mail.npue.edu.tw Keywords: Corporate Identity System; CIS; Database; Search Engine.
Historically, a multitude of materials and designs have been used in the creation of trademarks
(Per Mollerup 2000) (3) The ceramic mark was a boss mark used in Ancient Rome to identify construction materials such as ceramic titles, bricks, and slates.
Chinese Science Abstracts Series A, part A, 14(3), 55-55
International Journal of Services and Operations Management, 1(2), 123-133

It is generally accepted that current strategies for the resolution of the conventional photolithography may be blocked by optical diffraction and by the opacity of the materials used for making lenses or supports of photo masks [1].
This phenomenon is similar to the micro-contact problem in Fig. 4, where, by slip-line field theory, the necessary energy and the geometry characteristic of formation mechanism for a material can be predicted.
Marc) Fig. 5 Force diagram for "4 unit" pattern model (a) (b) (c) Fig. 6 Nanoimprinting result for "2 unit" pattern (a) Cross-sectional view (b) Isometric view of entire zone (c) zoom in of imprinting zone Rigid-Body Mold (6) (4) (5) (2) (3) (1) (7) Force to Time -1000 -500 0 500 1000 1500 2000 0 1 2 3 4 6 7 8 9 10 11 12 13 15 16 17 18 19 20 21 22 23 25 26 27 28 Time [ps] Froce [nN] Unit tooth 2 unit tooth 3 unit tooth 4 unit tooth 5 unit tooth Fig. 7 Force diagram for five pattern models with different lengths Acknowledgment This material is based on the work funded by the National Science Council under grant NSC-93- 2212-E-007-046.
Colton: Science, Vol. 248, p. 454 (1990) [8] U.
Van Vliet, Ju Li, and Subra Suresh: Journal of Applied Physics, Vol. 94, 9 (2003) [17] D.

The forging process is based on the plastic deformation of a material by applying force/pressure to obtain a piece.
As a consequence, the constitutive equations of material change in these areas and as a result the yield stress also varies.
This explains the fact that the material properties in these areas are different from those in other areas of the piece.
Mierson, A problem-based learning course in physiology for undergraduate and graduate basic science students, Advances in Physiological Education, (2001), p. 275
Journal of Science Education and Technology vol.15, (1), (2006) p. 101

DWI Linggayani1,a*, BAMBANG Purwono1,b, and IDHAM Darussalam Mardjan1,c 1Department of Chemistry, Faculty of Mathematics and Natural Sciences, Universitas Gadjah Mada, Sekip Utara PO BOX BLS 21 Yogyakarta 55281, Indonesia an.hidayati.dehani@mail.ugm.ac.id, bpurwono.bambang@ugm.ac.id, cidham.darussalam@ugm.ac.id Keywords: ultrasound, coumarin-chalcone, sensor label, amine, chicken, spoilage Abstract.
Experimental Method Materials.
The materials used in this study were salicylaldehyde, ethyl acetoacetate, piperidine, vanillin, ethanol, chloroform, hydrochloric acid, sodium sulfate, sulfuric acid, and sodium hydroxide.
Tijjani, Comparative Analysis of Protein Content in Selected Meat Samples ( Cow , Rabbit , and Chicken ) Obtained Within Damaturu Metropolis, American Journal Food Science and Health vol. 2, no. 6, (2016) pp. 151–155

Study on the ignition factor of piston kerosene engine Shihong Li1,a,Yan Jin2,band Kongshi Ni3,c 1,2,3 Wenzhou Vocational College of Science & Technology, Wenzhou 325006 , China aemail: lsh7980@163.com bemail:jinyanzj@163.com cemail:veteran412@sina.com Keywords: Gas Discharge Theory; Spark Ignition Engine; Ignition Energy Abstract.
According to Paschen's law, the breakdown voltage is related to the product of pressure and the inter-electrode distance, However , the ignition time basically is located near TDC in the ignition system of spark discharge of internal combustion engine, the difference between experimental results of some scholars 　　and the Paschen's law under the conditions of the establishment of .The breakdown process cannot simply explain by Townsend discharge theory in the long gap or high pressure conditions, The influencing factors include: electrode material, electrode surface, the inter-electrode distance and the electrode area.
Excellent durability [7] The consumption of the electrode is formed by ablation and corrosion, which is also affected by the electrode material and electrode temperature.
National Taipei University of Science and Technology, Master degree thesis,2008---In Chinese [6] Haiyi Cheng, Analys of the characteristics of platinum spark plugs[J].
Journal of Hazardous Materials 140 (2007) 237–244.

Applied Mechanics and Materials Vol.
Building a knowledge base, from the parameters registered and correlating them with the quality, cost and performance indicators proved to be a powerful instrument of continuous improvement, resulting in substantial savings in energy, consumables and raw materials.
Carenys, Management Control Systems: A Historical Perspective, International Journal of Economy, Management and Social Sciences, vol.1, num.1, December 2012, pp. 1-18
Ouchi, Efficient cultures exploring the relation-ship between culture and organizational performance, Administrative Science Quarterly, (1983),num.3, pp.469-481