| 研究生: |
張進賢 Chang, Chin-Hsien |
|---|---|
| 論文名稱: |
以序率規劃模式評估污水處理廠與海洋放流系統之優化擴建方案 Assessing Optimal Expansion Strategy of Integrated Coastal Wastewater Treatment and Ocean Outfall System via Stochastic Programming Modeling |
| 指導教授: |
張乃斌
Chang, Ni-Bin 葉欣誠 Yeh, Shin-Cheng |
| 學位類別: |
碩士 Master |
| 系所名稱: |
工學院 - 環境工程學系 Department of Environmental Engineering |
| 論文出版年: | 2002 |
| 畢業學年度: | 90 |
| 語文別: | 中文 |
| 論文頁數: | 178 |
| 中文關鍵詞: | 模擬模式 、不確定性 、污水處理廠 、海洋放流管 、經濟效益 、機率限制規劃 、水力模型實驗 、CORMIX 、優化模式 |
| 外文關鍵詞: | uncertainty, hydraulic modeling practice, wastewater treatment, ocean outfall, cost-effective, optimization, simulation, chance-constrained programming, CORMIX |
| 相關次數: | 點閱:117 下載:1 |
| 分享至: |
| 查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
近年來,國內外的許多濱海城市已陸續興建污水處理廠與海洋放流管作為污水最終處置的設施。傳統上,污水處理廠與海洋放流管常依照各自的系統需求與限制而分別規劃、設計,使得整個污水海洋放流系統可能無法發揮最大的經濟效益。有鑑於此,本研究整合了海岸污水處理廠及海洋放流管兩子系統,並以經濟效益為考量點而建立該整合系統之優化模式,以進行工程優化分析,研擬較佳之設計方案。
在建立優化模式的過程中,首先,本研究選用CORMIX(Cornell Mixing Zone Expert System)作為本研究模擬海洋污染擴散行為之工具,改善了以往許多數學模式僅能模擬少數的海放管設計案例與海洋環境條件的情形,也提高了模擬精度。之後,則以水力模型實驗(Hydraulic Modeling Practice)探討CORMIX是否適用於本研究區域之海洋污染擴散情形。在確認CORMIX適用於本研究區域後,CORMIX則用於模擬系統所需之海洋放流污水稀釋資訊,並將模擬結果整理成線性迴歸式以便於引入該優化模式中,解決了前人研究中因所建立之優化模式含有許多數學方程式而引發的非線性問題,此舉不但降低了優化模式求解的困難度,也提高了優化解的可靠度。最後,本研究以整合系統的觀點考量法規限制、系統設計限制及污水廠與海洋放流管之建造成本等因素,配合引用上述之線性迴歸式而建立該整合系統之優化模式。此外,為了降地系統中的不確定性(Uncertainty)對優化方案的衝擊,本研究也引用機率限制規劃(Chance- Constrained Programming, CCP)探討系統在多種不確定情境下之最適規劃方案。
我國已先後於台北縣興建八里海放管,於高雄市興建中區、大林蒲與左營海放管,近年來隨著污水量逐漸增加,政府已開始著手污水處理廠與海洋放流管之擴建規劃。在本研究中,以高雄市中區污水處理廠與海洋放流管之擴建規劃為研究案例,針對該案例進行工程優化分析以探討中區污水廠與海洋放流管之優化擴建方案。在本研究所建立的定率優化模式,及具機率限制式之優化模式(流量累積超越機率為75%以下)的解都顯示出,在符合甲、乙級放流水標準時,中區污水處理廠的經濟擴建方案分別為強化初級處理與初級處理,另外也得知擴建海放管之管長應大於為1,260公尺,所需經費也在政府編列原先規劃方案預算的25%以下。
Wastewater treatment plant and ocean outfall pipe are usually used to be the final disposal facilities on the coastal cities. In the past, both wastewater treatment plants and ocean outfalls are frequently designed as two separate systems with respect to individual system demand and limitation. However, it may not economical. In this study, both coastal wastewater treatment plant and ocean outfall pipes were integrated as one system and an optimization model was formulated to seek the optimal planning strategy for improving the cost-effectiveness of engineering program. In the first stage, CORMIX (Cornell Mixing Zone Expert System) simulation model was selected as a simulation tool to simulate the initial dilution behavior of discharged wastewater from outfall port since it can be applied to most types of multiport diffuser and ambient conditions. Besides, a hydraulic modeling practice was employed to validate the simulation results. In the second stage, an optimization model was developed to finding the optimal design parameters. The planning objective considered in this analysis is to minimize the total expansion cost. The constraint set contains the limitations of water quality and engineering design requirements. Furthermore, this study introduced the chance-constrained programming to consider the impact of optimal scheme due to the system uncertainty. Chou-Qu wastewater treatment and outfall system was selected as a typical case study site. Research findings indicate that the original alternative proposed by the Kaohsiung municipality, which tried to promote the wastewater treatment facilities from the primary to the secondary level, was found economically undesirable. The most cost-effective strategy gained in this study suggests that the optimal length of the second ocean outfall pipe to be expanded should be no less than 1,260 meters. With applying the primary and enhanced primary treatment technologies, the Class B and Class A BOD effluent standards can be confirmed, respectively. Similar results would appear when taking into consideration the stochastic characteristics of sewerage inflow. Based on such suggestions, it would save over 75% of the total investments when compared to the current official option.
Akar, P.J. and Jirka, G.H. “Buoyant Spreading Processes in Pollutant Transport and Mixing. Part I: Lateral Spreading in Strong Ambient Current”, J. Hydraulic Research, v32, p 815-831, 1994.
Akar, P.J. and Jirka, G.H. “Buoyant Spreading Processes in Pollutant Transport and Mixing. Part II: Upstream Spreading in Weak Ambient Current”, J. Hydraulic Research, v 33, p 87-100, 1995.
Bascom, W. “Pre-Design Ocean Outfall Studies”, Water Science and Technology, v 18, n11, p 105-110, 1986.
Bonazountas, M., Kallidromitous, D., and Dimou, N. “OUTFALL: A sea outfall model.” Proceedings of the 2nd International Conference of Environmental Software, Porto Carras, Greece, p 95-109, 1988.
Chandra, P. “Comparison of Field Dilution Data with Model CORMIX” International Conference in Ocean Engineering COE '96, IIT, Madras India, p 121-131, 1996.
Chan, N. “Partial infeasibility method for chance-constrained aquifer management.” ASCE Journal of Water Resources Planning and Management, v 120, n1, p 70-89, 1994.
Chang, N. B. and Wang, S. F. “Optimal planning of coastal wastewater treatment and disposal systems.” Coastal Management, v23, p 153-166, 1995a.
Chang, N. B. and Wang, S. F. “A grey nonlinear programming approach for planning coastal wastewater treatment and disposal systems.” Water Science and Technology, v 32,n 2, p 19-29, 1995b.
Changchit, C. and Terrell, M. P. “Multiobjective reservoir operation model with stochastic inflows”, Computers & Industrial Engineering, v 24, n 2, p 303-313, 1993.
Curry, G. L. and Clark, R. A. “Chance constrained model of system of reservoirs”, ASCE Journal of the Hydraulic division, v 99, n 12, p 2353-2366, 1973.
Datta, B. and Dhiman, S. D. “Chance-constrained optimal monitoring network design for pollutants in ground water.” ASCE Journal of Water Resources Planning and Management, v 122, n3, p 180-188, 1996.
Distante, D., O'Neill, R., Apicella, G. and Tipping H. “CORMIX Model Nearfield Dilution Evaluations for 12 Water Pollution Control Plant Discharges”, WEFTEC '94 Vol 4; Surface Water Quality and Ecology, Annual Conference and Exposition-Water Environment Federation; Conf 67, v 4, 1994.
Daviero, G. J. and Roberts, P. J. W. “Behavior of Merging Plumes from Ocean Outfalls”, Proceedings of the Congress of the IAHR B pt 1, p. 311-316, 1997.
Doneker, R. L. and G. H. Jirka, “CORMIX-GI systems for mixing zone analysis of brine wastewater disposal”, Desalination, v 139, p 263~274, 2001.
Duranyildiz, I., Onoz, B. and Bayazit, M. “Chance-constrained LP model for short term reservoir operation optimization” Turkish Journal of Engineering and Environmental Sciences/Turk Muhendislik ve Cevre Bilimleri Dergisi, v23, n3, p 181-186, 1999.
Ellis, J. H., “Integrating multiple long-range transport models into optimization methodologies for acid rain policy analysis.” European Journal of Operational Research, v 46, p 313-321, 1990.
Ellis, J. H., McBean, E. A., and Farquhar, G. J. “Chance-constrained / stochastic linear programming model for acid rain abatement – I. complete colinearity and noncolinearity.” Atmospheric Environment, v 19, n 6, p 925-937, 1985.
Ellis, J. H., McBean, E. A., and Farquhar, G. J. “Chance-constrained / stochastic linear programming model for acid rain abatement – II. limited colinearity.” Atmospheric Environment, v 20 , n 3, p 501-511, 1986.
Eisenberg, Y. “Design and construction of the San Francisco Southwest Ocean Outfall”, Proceedings of the 1995 Construction Congress, p 121-131, 1995.
Fontes, Lima, F. J. and Neves, N.M.S. “Oceanic disposal of the treated wastewater from the Camacari Petrochemical Complex – environmental and technical considerations.” Water Science and Technology, v 25, n 9, p 73-84, 1992.
Gawad, S.T., McCorquodale, J.A. and Gerges H. “Near-field Mixing at an Outfall”, Canadian Journal of Civil Engineering, v 23, n1, 1996.
Guldman, J.M. “Chance constrained dynamic model of air quality management.” ASCE Journal of Environmental Engineering, v 114, n 5, p 1116-1135, 1988.
Hantush, M. M. S. and Marino, M. A. “Chance constrained models for management of stream-aquifer system.” ASCE Journal of Water Resources Planning and Management, v 115, n 3, p 259-227, 1989.
Hulsurkar, S., Biswal, M. P. and Sinha, S. B. “Fuzzy programming approach to multi-objective stochastic linear programming problems.” Fuzzy Sets and Systems, v 88, p 173-181, 1997.
Isaacson, M. S., Koh, R. C. Y. and Brooks, N. H. “Plume Dilution for Diffusers with Multiport Riser” Journal of Hydraulic Engineering, v 109, n 2, p 199-220, 1983.
Jacobs, T. L., Medina, M. A. Jr., and Ho, J. T. “Chance constrained models for storm-water system design and rehabilitation.” ASCE Journal of Water Resources Planning and Management, v 123, n 3, p 163-168, 1997.
Kang, S.W. “Near-Field Mixing Characteristics of Submerged Effluent Discharges into Masan Bay”, Ocean Research, v 22, n 1, p 45-56, 2000.
Khangaonkar, T., et al., “Outfall Siting and Effluent Flushing Analysis in Tongass Narrows, Alaska, Using a 2-D Hydrodynamic and Transport Model”, International Environmental Conference 2, p 707-713, 1996.
Lin, Y. F. and Sawyer, C. S. “Optimal groundwater remediation design by chance-constrained programming” Proceedings, Congress of the International Association of Hydraulic Research, IAHR, v C, p 174-179, 1997.
Loucks, D.P. and Dorfman, P. J “Evaluation of Some Linear Decision Rules in Cnance-Constrained Models for Reservoir Planning and Operation”, Water Resources Research, v 11, n 6, p 777-782, 1975.
Lynch G. P. “Maintaining ocean outfall system integrity.” Ocean Conference Record IEEE 2, p 624-628, 1996.
Matos, J. “Wastewater Diffusion in the Estoril Coast: Theoretical Calculations and Field Studies”, Water Science and Technology, v 38, n 10, p 337-334, 1998.
Mendéz Díaz, M.M. and Jirka, G.H. “Trajectory of Multiport Diffuser Discharges in Deep Co-Flow”, J. Hydraulic Engineering, ASCE, v 122, hy6, 1996.
Nicole Growe, “Estimated stochastic programs with chance constraints”, European Journal of Operational Research,v 101, p285-305,1997.
Ouarda,T. B. M. J. and Labadie, J. W. “Chance-constrained optimal control for multireservoir system optimization and risk analysis.” Stochastic Environmental Research and Risk Assessment, v 15, p 185-204, 2001.
Pun K.L. and Davidson M.J. “On the Behaviour of Advected Plumes and Thermals”, Journal of Hydraulic Research, v 37, n 4, 1999.
Ragas, A. and Luevan, R. “Modelling of Watger Quality-Based Emission Limits for Industrial Discharges in Rivers”, Water Science and Technology, v 39, n 4, p 185-192, 1999.
Rawn, A.M., and Palmer, H.K. “Pre-Determining the the extent of a sewage field in a sea water”, ASCE Transactions, v 94, p 1037-1071, 1930.
Reznicek, K. and Cheng, T.C.F. “Stochastic modelling of reservoir operations”, European Journal of Operational Research, v 50, n 3, p 235-248, 1991
Roberts, P. J. W. “Use of Current Data in Ocean Outfall Design”, Water Science and Technology, v 18, n 11, p 111-120, 1986.
Roberts, P. J. W. and Toms, G. “Ocean outfall system for dense and buoyant effluents”, Journal of Environmental Engineering, v 114, n 5, p 1175-1191, 1988.
Roberts, P. J. W. and Williams, N. “Modeling of ocean outfall discharges”, Water Science and Technology, v 25, n 9, p 155-164, 1992.
Roberts, P. J. W. “Fluid Mechanics Aspects of Ocean Outfalls”, Proceedings of National Conference on Hydraulic Engineering pt 1, p 1102-1107, 1993.
Roberts, P. J. W. and Snyder, W. H. “Hydraulic model study for Boston outfall. I. Riser configuration”, Journal of Hydraulic Engineering, v 119, n 9, p 970-987, 1993.
Roberts, P. J. W. and Snyder, W. H. “Hydraulic model study for Boston outfall. II. Environmental performance” Journal of Hydraulic Engineering, v 119, n 9, p 988-1002, 1993.
Roberts, P. J. W. “Near-field Modeling of the Mamala Bay Outfalls”, Water Science and Technology, v 32, n 2, p 159-166, 1995.
Rodriguez, A. “Pollutant Dispersion in the Nearshore Region: Modelling and Measurements”, Water Science and Technology, v 12, n 9-10, p 169-178, 1995.
Ryan, J. J. “Investigation, Design and Construction of Submarine Ocean Outfall Pipeline off Ninety Mile Beach, Gippsland, Victoria, Australia”, Water Science and Technology, v 17, n 8, p 1465-1467, 1985.
Sawyer, C. S., and Lin, Y. F. “Mixed-integer chance-constrained models for ground-water remediation.” Journal of Water Resources Planning and Management, v 124, n 5, p 285-294, 1998.
Sharp, J. J. “Marine outfalls for small coastal communities in Atlantic Canada”, Canadian Journal of Civil Engineering, v 18, n 3, p 388-396, 1991.
Soyupak, S., Oguz, M., Mukhallalati, L., and Yurteri, C. “Planning and design strategies for marine outfalls on the Turkish Black Sea coast.” European Water Pollution Control, v 4, n 1, p 31-34, 1994.
Summer, W., Schmidt, O. and Zhang W. “Buoyant Surface Discharges Analysed by the Expert System CORMIX and Compared with Delft Hydraulics Laboratory Data Under Varying Flow Conditions”, Hydraulic Research, Rotterdam; Balkema, v 1, 1994.
Takeuchi, K. “Chance-Constrained Model for Real-Time Reservoir Operation Using Drought Duration Curve”, Water Resources Research, v 22, n 4, p 551-558, 1986.
Takyi, A. K. and Lence, B. J. “Surface water quality management using a multiple-realization chance constraint method” Water Resources Research, v 35, n 5, p 1657-1670, 1999.
Tsanis, I. K., Valeo, C. and Diao, Y. “Comparison of Near-Field Mixing Models for Multiport Diffusers in the Great Lakes”, Canadian Journal of Civil Engineering, v 21, p 141-153, 1994.
Tung, Y. K. “Groundwater management by chance constrained model”, ASCE Journal of Water Resources Planning and Management, v 112, n 1, p 1-19, 1986.
Valeo C. and Tsanis I. “Two Case Studies of Dilution Models applied to Thermal Discharges”, Canadian Journal of Civil Engineering, v 23, 1996.
Wallis, L.G. “Ocean outfall construction costs, ” Journal of the Water Pollution Control Federation, v 51, n 5, p 951-957,1979.
Washburn, L. and Jones, B. H. “Filed Observations and Modeling of Dispersion Processes around Ocean Outfalls”, Ocean Conference Record IEEE, v 1, p 307-312, 1996.
Yang, L. “Review of Marine Outfall Systems in Taiwan”, Water Science and Technology, v 32, n 2, p 257-264, 1995.
Yen, P. H. and Hwung, H. H. “Physical Oceanographical Study on Pali Outfall System”, International Symposium on Marine Pollution, p 27-43, 1991.
CORMIX Homepage, http://steens.ese.ogi.edu/, 2001.
國家海洋科學研究中心海洋資料庫,http://duck2.oc.ntu.edu.tw/, 2001.
中興工程顧問股份有限公司,「高雄市污水下水道系統檢討規劃報告」,1998年五月。
徐高田,「長江口白龍港水域污水稀釋擴散規律研究」,同濟大學碩士論文,1996。
韋鶴平、馮滄、劉成,「上海市水污染防治系統分析與持續發展」,第一屆環境系統分析研討會論文集,國立成功大學環境工程學系,1998年12月,台南市。
韋鶴平、李行偉、錢達仁等著,「環境工程水力模擬」,北京海洋出版社,2001。
高雄市政府工務局下水道工程處,「高雄市愛河各截流站簡介」,1997。
黃煌輝、溫清光、陳怡發等,「中洲、大林蒲及海洋放流管對海域生態環境影響之調查研究」,行政院環保署,1990。
葉欣誠、張乃斌,「應用灰色非線性規劃法於海岸污水處理與海洋放流系統之最佳化規劃」,第十屆環境規劃與管理研討會,台中市逢甲大學,1997。
葉欣誠、郭彥宏,「高雄中洲污水處理廠及海洋放流管之成本分析與優選初探」,第十三屆環境規劃與管理研討會論文集,2000,交通大學。
魏兆歆,「旗津外海海況調查分析研究報告」,國立高雄海洋科技大學,1978。
顏沛華、溫清光,「急水溪海洋放流管海域環境調查報告」,成功大學水工試驗所,1983。