城市生活垃圾堆肥生产过程控制技术理论与方法研究
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摘要
过程控制在解决堆肥反应问题中扮演着重要的角色。本论文试图从堆肥过程动力学模型、堆肥生产过程自动监控系统的设计、人工智能控制系统在堆肥生产过程中的应用三个方面展开,对城市生活垃圾堆肥生产过程控制技术理论与方法进行初步的研究和探讨。
     堆肥过程动力学模型的研究能对过程机理有较深了解,从而优化过程控制水平,提高生活垃圾堆肥速率。本文在前人对堆肥过程模型研究的基础上,结合实验,以反应过程中涉及的关键控制因子温度、含水率、氧气含量作为研究对象进行模型描述,为后续的最优控制预测和计算机模拟提供基础。
     通过对上海某区生活垃圾综合处理厂垃圾处理工艺流程的探讨和分析,尝试提出了一套堆肥生产过程自动监控系统,该系统能实现对堆肥中关键控制因子氧气、温度、含水率的实时监控,能有效地提高处理效率,缩减堆肥周期,提高堆肥产品的质量。
     与传统的过程控制理论不同,人工智能控制理论作为一种新兴的过程控制理论其优越性和解决问题的能力是其它所不能比拟的。尽管人工智能控制理论已成功的应用到一些工业过程领域中,但在堆肥生产过程中还从未应用过。本文仅限于对人工智能控制系统做了简要的介绍,针对其在堆肥生产中的应用提出了一些初步构想。
     对于城市生活垃圾堆肥生产过程控制技术理论与方法的系统研究在国内外都还是初步发展阶段,具有挑战性。本文所做的还只是尝试性的研究探讨工作,要想继续深入下去还有许多相关工作要做。
Process control plays a very important role in solving composting problems. In this paper, according to three sides, which are composting kinetic, the design of composting process control system and artificial intelligence application on composting process control, some fundamental research on process control theories and methods in the municipal solid waste composting production.
    Study on composting kinetic is helpful for deepening comprehension on composting mechanism , optimizing process controlling level and improving composting rate. Based on predecessors' study on composting kinetic model, this paper discussed many key controlling factors in composting process, the parameters include temperature, moisture content, and oxygen concentration. The model will be helpful to subsequent optimizing control prediction and computer simulation.
    Regarding a municipal solid waste treatment factory in shanghai as the example, the paper introduces the design of municipal solid waste composting process control system. The auto-control system implement the real-time monitoring to oxygen concentration, temperature, moisture ratio, which are key controlling factors in composting process, shorten the composting cycle and improve composting quality.
    Artificial intelligence, a new process control theory, is different from traditional process control theories. Although some successful artificial intelligence applications have been acquired in some industrial fields, it has never been applied to composting process. This paper simple introduces the artificial intelligence control system, and a assumption was presented aiming at the application of compost production.
    The systemic research on process control theories and methods in the municipal solid waste composting production is initial development phase at home and abroad. It is a challenging research field. The work made in this paper is a exploring research. There are lots of relative work will be expanded for more subsequent research.
引文
[1] 蔡建成等.堆肥工程与堆肥工厂.北京:机械工业出版社,1990,1-2,5-6
    [2] 李艳霞,王敏健,王菊思等.固体废弃物的堆肥化处理技术.环境污染治理技术与设备,2000,1(4):39-44
    [3] 张益,陶华.垃圾处理处置技术及工程实例.化学工业出版社.2002,78-86
    [4] 赵由才.生活垃圾资源化原理与技术.北京:化学工业出版社,2002,141-145
    [5] 陈世和等.城市垃圾堆肥原理与工艺.上海:复旦大学出版社,1990,38-41
    [6] 金以慧,王诗毖,王桂增.过程控制的发展与展望.控制理论与应用,1997,1(2):145-150
    [7] Andreevska, S., Municipal solid waste management by composting in Bulgaria, Resources, Conservation, and Recycling, 4(1/2), pp. 183, 1990
    [8] Lufkin, C., T. Loudon, M. Kenny, and J.Scott, Practical application of on-farm composting technology, BioCycle, 36(12), pp.76, 1995
    [9] Pichler, M., H.Knicker, and I.Kogel-Knabner, Changes in the chemical structure of municipal solid waste during composting as studied by solid-state dipolar dephasing and PSRE 13C NMR and solid-state 15N NMR spectroscopy, Environmental Science and Technology, 34(18), pp.4034,2000
    [10] Schloss, P.D., B.Chaves, and L.P.Walker, The use of the analysis of variance to assess the influence of mixing during composting, Process Biochemistry, 35(7), pp.675, 2000
    [11] Herrmann, R.F., Examination of microbial ecology of municipal solid waste composting, M.S.Thesis, University of Cincinnati, OH, 1995
    [12] Bernheisel, J.F., What's the status of municipal solid waste composting? Resource Recycling, 14(10), pp.64,1995
    [13] Steven George Hall.Temperature Feedback And Control Via Aeration Regulat-io In Biological Composting Systems[D].Cornell University, 1998
    [14] Geng,L.Q., B.Bixio, and G.H.Huang,An intelligent decision support system for manage-ment of industrial pollution,Expert Systems with Applications, 2001, 20(3): 251—260
    [15] Mysliwiec,M.J., J.S. VanderGheynst,M.M. Rashid,and E.D. Schroeder, Dynamic volume-averaged model of heat and mass transport within a compost biofilter: model develop-ment,Biotechnology and Bioengineering,73(4), pp.282—291,2001
    [16] Huang,G.H.(黄国和),B. W.Baetz,and G.G Party, A chance—constrained
    
    programming approach for waste management planning under uncertainty, in K.W. Hipel and L. Fang, Effective Environmental Management for Sustainable Development,Kluwer Acad-emic Publishers,Dordrecht,The Netherlands,pp.267—280,1994d
    [17] Nakasaki, K., J.Kato, T.Akiyama, and H.Kubota, A new composting model and assessment of optimum operation for effective drying of composting material, Journal of Fermentation Technology, 65(4), pp.441, 1987
    [18] Haug, R.T. The Practical Handbook of Compost Engineering.Boca Raton,FL: Lewis Publishers:London, 1993.
    [19] Stombaugh, D.P., and S.E.Nokes, Development of a biologically based aerobic composting simulation model, Transactions of the ASAE, 39(1),pp.239,1996
    [20] Das, K., and H.M.Keener, Numerical model for the dynamic simulation of a large scale composting system, Transactions of the ASAE, 40(4), pp. 1179
    [21] Lynch, N.J., K.L.Gering, and R.S.Cherry, Composting as a reactor design problem: modeling and experiment, Annals of the New York Academy of Sciences, 829, pp.290, 1997
    [22] Mohee, R., R.K.White, and K.C.Das, Simulation model for composting cellulosic (bagasse) substrates, Compost Science&Utilization, 6(2), pp.82, 1998
    [23] Seki,H.,Stochastic modeling of composting processes with batch operation by the Fokker-Planck equation,Trancactions of the ASAE,43(1),pp. 169-172,2000
    [24] Kim, D.S, J.OKim, and J.J.Lee, Aerobic composti-ng performance and simulation of mixed sludges, Bioprocess Engineering, 22(6), pp. 533-545,2000
    [25] Ndegwa, P.M., and S.A.Thompson,and W.C. Merka,A dynamic simulation model of in-situ composting of caged layer manure,Compost Science and Utilization, 2000,8(3):190-202
    [26] Guerra-Rodriguez, E., M. Vazquez, and M.Diaz-Ravina,Dynamics of physico chemical and biological parameters during the co-composting of chestnut burr/leaf litter with solid poultry manure,Journal of the Science of Food and Agriculture, 2001, 81(7): 648-659
    [27] Lasaridi, K., and E.I.Stentiford, Composting of source separated MSW:an approa-ch to respirometric techniques and biodegradation kinetics,Acta Horticul turae, 2001,549:81-92
    [28] Huang, G.H. (黄国和), B.W.Baetz, and G.G.Patry, Waste flow allocation under independent stipulation uncertainties, Civil Engineering Systems, 11,209-243, 1994e
    
    
    [29] Huang, G.H. (黄国和), B.W.Baetz, and G.G.Patry, Grey quadratic programming: application to waste management planning under uncertainty, Engineering Optimization, 23, 201-223, 1995a
    [30] Huang, G.H. (黄国和), S.Cohen, Y.Y.Yin, and B.Bass, Incorporation of inexact integer programming and fuzzy relation analysis for integrated environmental impact assessment and adaptation study under uncertainty, Journal of Environment Management, 48, 45-68, 1996b
    [31] Onatmane, A., M.R.Provenzano, and N.Senesi, Compost maturity assessment using calorimetry, spectroscopy and chemical analysis, Compost Science and Utilization, 8(2),pp. 124, 2000
    [32] Reinikainen, O., and M.Herranen, Different methods for measuring compost maturity, Acta Horticulturae, 549, pp.99, 2001
    [33] Harada, Y., A.Inpko, M.Tadaki, and T.Izawa, Maturing process of city refuse compost during piling, Soil Sci.Plant Nutr., 27(3), pp.357, 1981
    [34] Riffaldi, R., R.Levi-Minzi, A.Pera, and M.Debertoldi, Evaluation of compost maturity by chemical and microbial analyses, Waste Management and Research, 4(4), pp.387. 1986
    [35] Sanchez-Monedero, M.A., A.Roig, C.Paredes, and M.P.Bernal, Nitrogen transformation during organic waste composting by the Rutgers system and its effects on pH, EC and maturity of the composting mixtures, Bioresource Technology, 78(3), pp.301, 2001
    [36] Hardy, G.E.S.J., and K.Sivasithamparam, Microbial, chemical and physical changes during composting of a eucalyptus (Eucalytpus calophylla and Eucalytpus diversicolor) bark mix, Biol.Fert.Soils., 8, pp.260,1989
    [37] Carpenter-Boggs, L., A.C, Kennedy, and J.P.Reganold, Use of phopholipid fatty acids and carbon source utilization patterns to track microbial community succession in developing compost, Applied Environmental Microbiology, 64, pp.4062, 1998
    [38] Herrmann, R.F., and J.R.Shann, Microbial community changes during the composting of municipal solid waste, Microbial Ecology, 33(1), pp.78, 1997
    [39] Klamer, M., and E.Baath,Microbial commun-ity dynamics during composting of straw material studied using phospholipid fatty acid analusis,FEMS Microbiol.Ecol., 27, pp.9—21, 1998
    [40] Namkoong, W., E.-Y.Hwang, and J.-Y.Choi, A comparative evaluation of maturity parameters for food waste composting, Compost Science&Utilization,
    
    7(2), pp.55, 1999
    [41] Ranalli, G., G.Bottura, P.Taddel, M.Garavani, R.Marchetti, and C.Sorlini, Composting of solid and sludge residues from agricultural and food industries: bioindicators of monitoring and compost maturity, Journal of Environmental Science and Health, Part A, Toxic Hazardous Substances and Environmental Engineering, 36(4), pp.415, 2001
    [42] Chefetz, B., P.G.Hatcher, Y.Hadar, and Y.Chen, Chemical and biological characterization of organic matter during composting of municipal solid waste, Journal of Environment Quality, 25(4), pp.776, 1996
    [43] Bebitez, E., R.Nogales,and B.Ceccanti,Enzyme activities as indicators of the stabilization of sewage sludges composting with Eisenia locatada, Bioresource Technology, 1999, 67 (3):297—310
    [44] Mizutani, F., Y. Sato, Y.Hirata, Interference-free, amperometric measurement of urea in biological samples using an electrode coated with tri-enzyme/polydimethylsiloxane-bilayermembrane, Analytica Chimica Acta., 441 (2), pp. 175—187, 2001
    [45] Hachicha, R., A.Hassen, N.Jedidi, and H.Kallali, Optimal conditions for MSW composting, BioCycle, 33(6), pp.76, 1992
    [46] Lang, M.E., B.M.Bennett, and R.A.Jager, Compost odor control through process optimization, BioCycle, 31 (7), pp.76, 1990
    [47] Riggle, D., Computerized applications in composting and recycling, BioCycle, 34(3), pp.60, 1993
    [48] Fraser, B.S., and A.K.Lau, The effects of process control strategies on composting rate and odor emission, Compost Science and Utilization, 8(4), pp.274, 2000
    [49] Xu, H., Y.Fan, Z.Jia, and M.Wang, Forced aeration composting of sewage sludge controlled by time and temperature controller, Chinese Journal of Environmental Science, 21(6), pp.51, 2000
    [50] Goodwin,J.P.,S.A.Amenta,R.C.Delo,M.D.Vecchio,J.R.Pinnette,and.T.S.P-ytlar, New biofiltration technology odor control advances at cocomposting facility, Biocycle, 2000,41 (1): 68-80
    [51] Hanajima, D., K.Kuroda,and K.Haga, Enhancement of the thermophilic stage in cattle waste composting by addition of tofu residue,Bioresource Technology, 2001, 78 (2): 213-223
    [52] Wei, Y.-S.,Y.-B.Fan,M.-J.Wang,Composting and compost application in China,
    
    Resources, Conservation and Recycling, 2000,30:277-288
    [53] 童秋阶.浅谈合成氨装置过程控制技术发展趋势.化工设计,2000,10(4):16-18
    [54] 杜树新,吴铁军.环境控制自动化—控制理论新的应用领域.化工自动化及仪表,2003,30(2):1-9
    [55] 薛美盛,吴刚,孙德敏,王永.工业过程的先进控制.化工自动化仪表,2002,29(2):1-9
    [56] Chen,C.T.and S.T.PENG.Intelligent process control using neural fuzzy techniques, Journal of PressControl, 1999, 9:493-503
    [57] 王树清,元英进.生化过程自动化技术.北京:化学工业出版社,1999,167-170,171-175
    [58] Bari, Q.H., and A.Koenig, Kinetic analysis of forced aeration composting-‖. Application of multilayer analysis for the prediction of biological degradation, Waste Mamagement and Research,2000, 18(4):313-324
    [59] 商敏儿,杜树新,吴铁军.活性污泥法污水处理过程自动控制的研究现状.环境污染治理技术与设备,2002,3(1):83-86
    [60] 刘士荣,俞金寿.过程控制的若干问题研讨.石油化工自动化,1999,1:5-10
    [61] 朱武,崔村燕,陈长琦,王先路,干蜀毅,谢源.污水处理厂自动控制系统综述.环境工程,2002,20(3):27-30
    [62] 黄聪明,陈祥光,何恩思.化工过程控制原理.北京:北京理工大学出版社,1-10
    [63] 姚峻,沈丛奇.DCS系统设计思想及组态方法的探讨.华东电力,2002,(1):37-39
    [64] 何衍庆,俞金寿.集散控制系统原理及应用.北京:化学工业出版社,5-7
    [65] 韩光福,何鄂,戴亚南.堆肥生产线自动化控制系统的探索.环境卫生工程,1995,(2):7-8
    [66] 周双印.DCS集散型控制系统及工业控制技术的最新进展.导弹与航天运载技术,2003,(3),57-62
    [67] 常慧玲.现代工业过程控制系统——DCS和FCS.科技情报开发与经济,2000,10(4),59-60
    [68] 王树青.生化反应过程模型化及计算机控制.杭州:浙江大学出版社,1998,10-12
    [69] 沈永福,吴少军,邓方林.智能PID控制综述.工业仪表与自动核装置,2002,(6),11-13
    [70] Nakaya, I. 1999. Laboratory study of optimizing moisture control in composting
    
    by using a water holding amendment. Master thesis. University of Dayton. Dayton, Ohil.
    [71] Hall, S.G.. 1998. Temperature Feedback and Control via Aeration Rate Regulaiton in Biological Composting Systems. Ph.D dissertation. Cornell University, Ithaca. NY.
    [72] Finger, S.M., Hatch, R.T. and T.M. Regan. 1976. Aerobic Microbial Growth in Semisolid Matrices: Heat and Mass Transfer Limitation. Biotechnology and Bioengineering, 18: 1193-1218.
    [73] P.M.Ndegwa, S.A.Thompson and W.C.Merka.A Dynamic Simulation Model of in_situ Composting Of Caged Layer Manure.Compost Science&Utilization, 2000, Vol.8, No.3, 190—202.
    [74] Keener, H.M., etal.Optimizing the efficiency of the composting process in Proceedings of the International Composting Research Symposium. 1992. Colum bus OH: Renaissance Publications.
    [75] Marugg, C., et al. 1993. A kinetic model of the yard waste composting process. Compost Science & Utilization, 1(1): p. 38-51.
    [76] Richard, T.L., L.P. Walker, and J.M. Gosset. The effects of oxygen on solid-state biodegradation kinetics. 1999. Proceedings of the IBE, 2: p. A22-A39.
    [77] Roger Tim Haug.Compost Engineering Principles and Practice, Ann Arbor Science Publishers, Inc, 1980.
    [78] J.B.Li, G.H.Huang, A.Chakma, G.M.Zeng, and Y.F.Huang.Modeling of solid waste composting under uncertainty. Accepted for presentation and Conference Proceedings at the First Int national Conference on Waste Management and the Environment, 4—6September2002, Cadiz, Spain.
    [79] Hammelers,H.V.M. 1993.A Theoretical Modelof Composting Kinetics.In: H.A. Hoitink, H.A.J. and H.M.Keener (eds.).Science and Engineering of Composting. The Ohio State University, pp.37-58.
    [80] Geankoplis, C.J.1993.Heat and Mass Transfer. In: Transfer Processes and Unit Operations (ThirdEdition).Prentice-Hall,Inc.ASimon&Schsuter Company, Englewood Cliffs,New Jersey 07632,pp.214-370.
    [81] J.B.Li, G.H.Huang, A.Chakma, G.M.Zeng, and Y.F.Huang.Modeling of solid waste composting under uncertainty. Accepted for presentation and Conference Proceedings at the First Int national Conference on Waste Management and the Environment, 4—6 September2002, Cadiz, Spain.
    [82] 金以慧,郭仲伟.过程系统控制与管理.北京:中国石化出版社,1998,68—
    
    69,32-33
    [83] 邵裕森,巴筱云.过程控制系统及仪表.北京:机械工业出版社,1993,139-140
    [84] 莫彬.过程控制工程.北京:化学工业出版社,1991,1-2
    [85] Williams.T.J.(Ed) Architectures for Integrarion Manufacturing Activities and Enterprises,Technical Report,IFAC/IFIP Task Force, 1993
    [86] 杨曹争,毛海亮.污水处理厂中的PLC及自控系统.交通环保,1997,(5):5-7
    [87] 齐蓉等.可编程计算机控制器原理及应用.陕西:西北工业大学出版社,2002,1-8
    [88] 王洪涛,李雨松.动态好氧堆肥模拟模型研究与应用.中国环境科学,2001,21(3):240-244
    [89] 陈世和等.中国大陆城市生活垃圾堆肥技术概况.环境科学,1994,15(1):53-56
    [90] 宋延民,马景利,王华堂等.污水处理的PLC控制系统.城市环境与城市生态,15(2):37-38
    [91] 张吉泉,贾光旭,刘玉涛.自动控制系统在污水处理中的应用.机电一体化,2000,3:55-56
    [92] 孟了,陈石,彭易华.深圳下坪渗滤液处理厂的自控系统.中国给水排水,2002,18(9):73-75
    [93] Finstein,MS.,F.C.Miller, andP.F.Strom,eds.1985.Waste treatment composting as a controlled system. Biotechnology: a comprehensive treatise, ed.H.J. Rehm and 6. Reed. Vol. 8. VCH: Weinheim. 363-398.
    [94] 陈志强,吕炳南,于春晓等.城市垃圾好氧堆肥处理的几个关键问题.城市环境与城市生态,2002,15(6):45-47
    [95] 易继锴,侯媛彬.智能控制技术.北京:北京工业大学出版社,1999,1-3,5-8
    [96] 李人厚,秦世引.智能控制理论和方法.西安:西安交通大学出版社,1997,11-14
    [97] 赵振宇,徐用懋.模糊理论和神经网络的基础与应用.北京:清华大学出版社,1996,121-122
    [98] 刘增良,刘有才.模糊逻辑与神经网络.北京:北京航空航天大学出版社,1996
    [99] Wilks, S.S.,A combinatorial test for the problem of two samples from continuous distributions,In:Contributions to Mathematical Statistics(edited by Anderson T. W.),pp. 137-153,Wiley, New York, 1960
    [100] Rao, C.R., Advanced Statistical Methods in Biometric Research,pp. 106-207,Wiley, New York, 1952
    [101] 王永庆著.人工智能原理与方法.西安:西安交通大学出版社,1995,48-53
    [102] 姚重华.环境工程仿真与控制.北京:高等教育出版社,2001,125-130

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