CLIMATE CHANGE IMPACT ON RESERVOIR OPERATION: UKAI RESERVOIR AS A CASE STUDY

被引:0
|
作者
Nigam, Utkarsh [1 ]
Yadav, S. M. [2 ]
机构
[1] SMT SR Patel Engn Coll, Dept Civil Engn, Unjha, Gujarat, India
[2] Sardar Vallabhbhai Natl Inst Technol, Dept Civil Engn, Surat, Gujarat, India
关键词
Climate change; Fuzzy Logic; Reservoir Inflow; Reservoir Operation; Ukai Reservoir; WATER-RESOURCES; FUZZY-LOGIC; TRENDS; OPTIMIZATION; MANAGEMENT; STREAMFLOW; MODELS; SYSTEM;
D O I
暂无
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
Reservoir operations are affected by the Reservoir inflows which are basically the runoff generated from precipitation or rainfall occurred in the catchment areas of river. Climate change causes variations in the meteorological and hydrological parameters such as rainfall, temperature, humidity etc. leads to the variation in reservoir inflow. Climate change is of global concern. Climate change studies aims to better understand the uncertainties involved in the system by analysing trend. The effect of climate change on reservoir inflow for reservoir operation of Ukai reservoir has been studied. The paper presents the climate change impact on the reservoir inflow in which Ukai reservoir has been taken as a case study. Reservoirs have to fulfil purposes like irrigation for multi crops, hydropower, water supplies, navigation, etc. The stored water can be used as per the requirement of crop and its demand rather than depending on runoff or rainfall is the main benefit of reservoir storage. Hence, the successful reservoir management and operation lies in the ability in selecting the appropriate operation policy amongst the available set of policies. Optimisation among the available water resources is nothing but the reservoir optimization. To achieve optimised reservoir operation, an effective reservoir operation model for various objectives are considered and the decisions at any level have to be taken with optimization technique. Study aims to predict the future scenario by taking in consideration of the past variations of the data. Fuzzy logic based reservoir operation' model is also discussed in this paper along with the concern climate change impact. Data sets of Inflow and Outflow for 10 years (1992-2001) have been used to train and validate the models and for twenty years (i.e. 1992 to 2011) performance characteristics and results for fuzzy logic based techniques have been made. Conclusion and results reveals that fuzzy logic is a reliable, accurate and practical means in controlled and optimal operation. Statistical analysis for the twenty years (1992-2011) model run have been done. The study is important from the flooding of Surat city as it is on the downstream side of Ukai dam and directly affected from the releases of Ukai dam.
引用
收藏
页码:5825 / 5835
页数:11
相关论文
共 50 条
  • [1] Reservoir operation using system dynamics under climate change impacts: a case study of Yamchi reservoir, Iran
    Mahdi Zarghami
    Mohammad Reza Fotookian
    Nasim Safari
    Aydin Aslanzadeh
    [J]. Arabian Journal of Geosciences, 2016, 9
  • [2] Reservoir operation using system dynamics under climate change impacts: a case study of Yamchi reservoir, Iran
    Zarghami, Mahdi
    Fotookian, Mohammad Reza
    Safari, Nasim
    Aslanzadeh, Aydin
    [J]. ARABIAN JOURNAL OF GEOSCIENCES, 2016, 9 (16)
  • [3] Comparative study on the reservoir operation planning with the climate change adaptation
    Tukimat, Nurul Nadrah Aqilah
    Harun, Sobri
    [J]. SN APPLIED SCIENCES, 2019, 1 (11):
  • [4] Comparative study on the reservoir operation planning with the climate change adaptation
    Nurul Nadrah Aqilah Tukimat
    Sobri Harun
    [J]. SN Applied Sciences, 2019, 1
  • [5] Climate change impact on optimal reservoir operation and agricultural water allocation
    Baharlooee, Dariush
    Zohrabi, Narges
    Shabanlou, Saeid
    Saremi, Ali
    [J]. INTERNATIONAL JOURNAL OF GLOBAL WARMING, 2021, 23 (03) : 296 - 310
  • [6] Adaptive operation of a reservoir in climate change condition: a case study of Maroon Dam in Iran
    Mirmehdi, Mostafa
    Shourian, Mojtaba
    Sharafati, Ahmad
    [J]. AQUA-WATER INFRASTRUCTURE ECOSYSTEMS AND SOCIETY, 2023, 72 (07) : 1249 - 1268
  • [7] Prediction of Reservoir Sedimentation in the Long Term Period Due to the Impact of Climate Change: A Case Study of Pleikrong Reservoir
    Do, Xuan Khanh
    Nguyen, Thu Hien
    Ngo, Le An
    Felix, Micah Lourdes
    Jung, Kwansue
    [J]. JOURNAL OF DISASTER RESEARCH, 2022, 17 (04) : 552 - 560
  • [8] Multi-objective reservoir operation of the Ukai reservoir system using improved Jaya algorithm
    Kumar, Vijendra
    Yadav, S. M.
    [J]. WATER SUPPLY, 2022, 22 (02) : 2287 - 2310
  • [9] Identifying Adaptive Reservoir Operation for Future Climate Change Scenarios: A Case Study in Central Vietnam
    Dau, Quan V.
    Kuntiyawichai, Kittiwet
    [J]. WATER RESOURCES, 2020, 47 (02) : 189 - 199