Geostatistical Model Development and Assessment of Tidal Stream Energy Resources: A Case Study of Indus Delta, Pakistan

Authors

  • Mirza Salman Baig Department of Applied Physics, University of Karachi, Karachi, Pakistan
  • Ambreen Insaf Department of Applied Physics, University of Karachi, Karachi, Pakistan
  • Saba Javaid Department of Physics, NED University of Engineering and Technology, Karachi, Pakistan
  • Zaheer Uddin Department of Physics, University of Karachi, Karachi, Pakistan

DOI:

https://doi.org/10.53560/PPASA(61-4)673

Keywords:

Tidal Energy Resources, Tidal Current Turbines, Tidal Stream Energy, Power Density, Tidal Current Meter, Indus Delta, Karachi Coast

Abstract

In this paper, an approach is applied by using the Geographical Information System for the development of geostatistical models to assess available tidal stream energy resources of the Indus Delta Creek system. The mean spring tidal current of twelve different locations in the Indus Delta Creek system (Pakistan) is utilized to develop geostatistical models for the prediction of tidal currents at different locations where no data was available. Models are validated and an investigation of prediction error is carried out to select the best model. For the prediction of tidal stream data, various models are collated namely (i) Circular (ii) K-Bessel (iii) Stable, and (iv) Exponential. These models show the range of mean spring ebb current between 1.9 m/s and 2.12 m/s and the range of mean spring flood current between 1.4 m/s and 1.65 m/s. The stable model for mean spring flood current and circular model for mean spring ebb current agreed with the observed ones. Furthermore, the tidal kinetic power density model and bathymetry model are also developed for the selection of potential sites within the study area. Based on results achieved from geostatistical and bathymetry models; deployment of the suitable turbine at the study area is proposed and generation of 2754.7 MW electric power is estimated.

References

A. Rehman, H. Ma, M. Radulescu, C.I. Sinisi, and Z. Yousaf. Energy crisis in Pakistan and economic progress: decoupling the impact of coal energy consumption in power and Brick Kilns. Mathematics 9(17): 2083 (2021).

L. Jones. Five ways the Ukraine war could push up prices. (2022) https://www.bbc.com/news/business-60509453 7 March 2022;

NEPRA, State of Industry Report 2020, N.E.P.R. Authority, Editor, National Electric Power Regulatory Authority (NEPRA) Islamabad, Pakistan (2020).

M.o. Finance. Pakistan economic survey (2022) https://www.finance.gov.pk/survey_1213.html;

J. Tao, M. Waqas, M. Ali, M. Umair, W. Gan, and H. Haider. Pakistan's electrical energy crises, a way forward towards 50% of sustain clean and green electricity generation. Energy Strategy Reviews 40: 100813 (2022).

M. Kamran. Current status and future success of renewable energy in Pakistan. Renewable and Sustainable Energy Reviews 82(1): 609-617 (2018).

T.A. Adcock, S. Draper, R.H.J. Willden, and C.R. Vogel. The fluid mechanics of tidal stream energy conversion. Annual Review of Fluid Mechanics 53 287-310 (2021).

M. Güney and K. Kaygusuz. Hydrokinetic energy conversion systems: A technology status review. Renewable and Sustainable Energy Reviews 14(9): 2996-3004 (2010).

L. Lago, F. Ponta, and L. Chen. Advances and trends in hydrokinetic turbine systems. Energy for Sustainable Development 14(4): 287-296 (2010).

M. Khan, M. Iqbal, and J. Quaicoe. River current energy conversion systems: Progress, prospects and challenges. Renewable and Sustainable Energy Reviews 12(8): 2177-2193 (2008).

M.I. Yuce and A. Muratoglu. Hydrokinetic energy conversion systems: A technology status review. Renewable and Sustainable Energy Reviews 43: 72-82 (2015).

W. Pangastuti. Study of tidal use in Seribu Islands Area. Bsc Final Project. Bandung: Bandung Institute of Technology (2005).

A. Bahaj and L. Myers. Analytical estimates of the energy yield potential from the Alderney Race (Channel Islands) using marine current energy converters. Renewable Energy 29(12): 1931-1945 (2004).

L. Blunden and A. Bahaj. Initial evaluation of tidal stream energy resources at Portland Bill, UK. Renewable Energy 31(2): 121-132 (2006).

N.S. Aziz. Tidal energy resources assessment in Indonesia: A case study in Alas Strait (2009).

R. Carballo, G. Iglesias, and A. Castro. Numerical model evaluation of tidal stream energy resources in the Ría de Muros (NW Spain). Renewable Energy 34(6): 1517-1524 (2009).

A. Rashid. Status and potentials of tidal in-stream energy resources in the southern coasts of Iran: A case study. Renewable and Sustainable Energy Reviews 16(9): 6668-6677 (2012).

J. Twidell and A.D. Weir. Renewable energy resources. Taylor & Francis (2006).

L. Blunden and A. Bahaj. Tidal energy resource assessment for tidal stream generators. Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy 221(2): 137-146 (2007).

M.S. Baig, Z. Uddin, and A. Insaf. GIS-linked tidal range energy resource assessment. Arabian Journal of Geosciences 14(6): 1-16 (2021).

G.A. Mahar. Geomorphic Degradation of Indus Delta and Its Demographic Impact, University of Karachi, Karachi (2010).

A. Abbasi. Restoration of Sindh’s primary rights over River Indus, 18th convention of SANA. Cherry Hill, New Jersey 4-7 (2002).

A. Insaf, M.S. Baig, and Z. Uddin. Tidal range energy resource assessment and power generation at Hawke’s Bay and Ghizri. Arabian Journal of Geosciences 15(10): 1-15 (2022).

M.S. Baig. Estimation of Tidal Energy Utilizing Different Harnessing Techniques through Geographical Information System within Creek Area of Indus Delta, Sindh Province, Pakistan, in Department of Applied Physics, University of Karachi: Pakistan (2019).

C. Legrand. Assessment of Tidal Energy Resource: Marine Renewable Energy Guides. European Marine Energy Centre (2009).

V. Power. Roosevelt Island Tidal Energy (RITE) environmental assessment project: final report. NYSERDA report 11-04 (2020).

L.T.D. Meygen. Meygen tidal energy project phase 1 environmental statement. Tech. Rep.; MeyGen. (2012).

Downloads

Published

2024-12-27

How to Cite

Mirza Salman Baig, Insaf, A., Javaid, S., & Uddin, Z. (2024). Geostatistical Model Development and Assessment of Tidal Stream Energy Resources: A Case Study of Indus Delta, Pakistan. Proceedings of the Pakistan Academy of Sciences: A. Physical and Computational Sciences, 61(4), 381–390. https://doi.org/10.53560/PPASA(61-4)673

Issue

Section

Research Articles