Utilization of Multi-Mission Satellite Altimetry for Wave Energy with Site Suitability Analysis using the Analytic Hierarchy Process
Received: 21 December 2023 | Revised: 7 January 2024 and 11 January 2024 | Accepted: 12 January 2024 | Online: 23 January 2024
Corresponding author: Ami Hassan Md Din
Abstract
Space technology advancements have enabled the acquisition of marine data that support the research on wave energy as an alternative to reduce fossil fuel dependency and mitigate climate change. Malaysia's ocean renewable energy potential lacks attention from local authorities due to insufficient in-situ data, posing challenges in investigating ocean characteristics, such as wave heights. This study investigated Malaysia's wave energy potential using extensive significant wave height data from multiple altimetry missions. The former assessed site suitability using the Analytical Hierarchy Process (AHP) multicriteria analysis, incorporating marine constraints, namely socioeconomic, physical, and environmental factors. The multicriteria findings were integrated into a Geographical Information System (GIS) to improve the site suitability analysis and generate a localized suitability index for wave energy. Validation of satellite altimeter data with in-situ measurements showed a strong correlation and low RMSE. AHP analysis indicated good consistency in the criteria analysis, with a consistency ratio of 0.045, which falls below the limit of 0.1. The coastal and offshore regions of the Malaysian seas are suitable for harnessing wave energy with energy ranges up to 4.21 kW/m. Therefore, this study provides valuable information to stakeholders and the government to increase their interest in wave energy.
Keywords:
analytic hierarchy process, satellite altimeter, wave energy, multi-criteriaDownloads
References
C. S. Khor and G. Lalchand, "A review on sustainable power generation in Malaysia to 2030: Historical perspective, current assessment, and future strategies," Renewable and Sustainable Energy Reviews, vol. 29, pp. 952–960, Jan. 2014.
N. A. Basri, A. T. Ramli, and A. S. Aliyu, "Malaysia energy strategy towards sustainability: A panoramic overview of the benefits and challenges," Renewable and Sustainable Energy Reviews, vol. 42, pp. 1094–1105, Feb. 2015.
K. A. Samo, I. A. Samo, Z. A. Siyal, and A. R. H. Rigit, "Determination of Potential Tidal Power Sites at East Malaysia," Engineering, Technology & Applied Science Research, vol. 10, no. 4, pp. 6047–6051, Aug. 2020.
S. Zen, E. Hart, and E. Medina-Lopez, "The use of satellite products to assess spatial uncertainty and reduce life-time costs of offshore wind farms," Cleaner Environmental Systems, vol. 2, Jun. 2021, Art. no. 100008.
O. Yaakob, F. E. Hashim, K. Mohd Omar, A. H. Md Din, and K. K. Koh, "Satellite-based wave data and wave energy resource assessment for South China Sea," Renewable Energy, vol. 88, pp. 359–371, Apr. 2016.
S. Horwath, J. Hassrick, R. Grismala, and E. Diller, "Comparison of Environmental Effects from Different Offshore Wind Turbine Foundations," Bureau of Ocean Energy Management, Fairfax, VA, USA, OCS Study BOEM 2020-041.
L. Y. Kai et al., "Current Status and Possible Future Applications of Marine Current Energy Devices in Malaysia: A Review," IEEE Access, vol. 9, pp. 86869–86888, 2021.
"United Nations Convention on the Law of the Sea." United Nations, Dec. 1982, [Online]. Available: https://www.un.org/Depts/los/convention_agreements/convention_overview_convention.htm.
J. J. Berman, Principles and Practice of Big Data: Preparing, Sharing, and Analyzing Complex Information. Academic Press, 2018.
P. R. Shanas, V. Sanil Kumar, and N. K. Hithin, "Comparison of gridded multi-mission and along-track mono-mission satellite altimetry wave heights with in situ near-shore buoy data," Ocean Engineering, vol. 83, pp. 24–35, Jun. 2014.
J. Kang, R. Mao, Y. Chang, and H. Fu, "Comparative analysis of significant wave height between a new Southern Ocean buoy and satellite altimeter," Atmospheric and Oceanic Science Letters, vol. 14, no. 5, Sep. 2021, Art. no. 100044.
F. E. Hashim, "Assessment of wave energy resources in Malaysia using satellite altimetry," Universiti Teknologi Malaysia, Johor, Malaysia, 2016.
"IEC TS 62600-101:2015 Marine energy - Wave, tidal and other water current converters - Part 101: Wave energy resource assessment and characterization," International Electrotechnical Commission, 2015.
L. Kilcher, M. Fogarty, and M. Lawson, "Marine Energy in the United States: An Overview of Opportunities," National Renewable Energy Laboratory, NREL/TP-5700-78773, Feb. 2021.
N. A. B. Mabahwi, Y. Bhattacharya, and H. Nakamura, "GIS-based multi-criteria analysis to identify site suitability of flood shelters in Kuantan, Malaysia," IOP Conference Series: Earth and Environmental Science, vol. 799, no. 1, Mar. 2021, Art. no. 012027.
A. O. Olaniyi, A. J. Ajiboye, A. M. Abdullah, M. F. Ramli, and A. M. Sood, "Agricultural land use suitability assessment in Malaysia.," Bulgarian Journal of Agricultural Science, vol. 21, no. 3, pp. 560–572, 2015.
H. I. Mohammed, Z. Majid, Y. B. Yamusa, M. F. M. Ariff, K. M. Idris, and N. Darwin, "Sanitary Landfill Siting Using GIS and AHP: A Case Study in Johor Bahru, Malaysia," Engineering, Technology & Applied Science Research, vol. 9, no. 3, pp. 4100–4104, Jun. 2019.
M. Bagheri, W. N. A. Sulaiman, and N. Vaghefi, "Land use suitability analysis using multi criteria decision analysis method for coastal management and planning: a case study of Malaysia.," Journal of Environmental Science and Technology, vol. 5, no. 5, pp. 364–372, 2012.
Z. M. Tarmidi, A. R. Mohd Shariff, A. R. Mahmud, Z. Zaiton Ibrahim, and A. H. Hamzah, "Spatial data sharing implementation in Malaysia’s marine organisations: a case study," Journal of Spatial Science, vol. 61, no. 1, pp. 209–216, Jan. 2016.
F. Zahedi, "The Analytic Hierarchy Process—A Survey of the Method and its Applications," Interfaces, vol. 16, no. 4, pp. 96–108, Aug. 1986.
T. L. Saaty and L. G. Vargas, "The Analytic Network Process," in Decision Making with the Analytic Network Process: Economic, Political, Social and Technological Applications with Benefits, Opportunities, Costs and Risks, T. L. Saaty and L. G. Vargas, Eds. Boston, MA: Springer US, 2013, pp. 1–40.
B. M. Thibadeau, "Prioritizing Project Risks Using AHP," presented at the PMI Global Congress North America 2007, Atlanta, GA, USA, 2007.
S. Alshehri, "Multicriteria Decision Making (MCDM) Methods for Ranking Estimation Techniques in Extreme Programming," Engineering, Technology & Applied Science Research, vol. 8, no. 3, pp. 3073–3078, Jun. 2018.
R. Md. Sum, "Risk prioritisation using the analytic hierarchy process," AIP Conference Proceedings, vol. 1691, no. 1, Dec. 2015, Art. no. 030028.
S. A. Janssen Peter, "Monitoring Waves and Surface Winds by Satellite Altimetry: Applications," in Satellite Altimetry Over Oceans and Land Surfaces, CRC Press, 2017.
K. H. B. Shaeb, A. Anand, A. K. Joshi, and S. M. Bhandari, "Comparison of Near Coastal Significant Wave Height Measurements from SARAL/AltiKa with Wave Rider Buoys in the Indian Region," Marine Geodesy, vol. 38, no. sup1, pp. 422–436, Sep. 2015.
H. H. Tsai, H. S. Tseng, C. K. Huang, and S. C. Yu, "Review on the Conflicts between Offshore Wind Power and Fishery Rights: Marine Spatial Planning in Taiwan," Energies, vol. 15, no. 22, Jan. 2022, Art. no. 8768.
T. Chen, "A diversified AHP-tree approach for multiple-criteria supplier selection," Computational Management Science, vol. 18, no. 4, pp. 431–453, Oct. 2021.
L. I. Tegou, H. Polatidis, and D. A. Haralambopoulos, "Environmental management framework for wind farm siting: Methodology and case study," Journal of Environmental Management, vol. 91, no. 11, pp. 2134–2147, Nov. 2010.
N. Guillou, G. Lavidas, and G. Chapalain, "Wave Energy Resource Assessment for Exploitation—A Review," Journal of Marine Science and Engineering, vol. 8, no. 9, Sep. 2020, Art. no. 705.
N. A. M. Nasir and K. N. A. Maulud, "Wave power potential in Malaysian territorial waters," IOP Conference Series: Earth and Environmental Science, vol. 37, no. 1, Art. no. 012018, Mar. 2016.
Downloads
How to Cite
License
Copyright (c) 2024 Mat Nizam Uti, Ami Hassan Md Din, Norhakim Yusof, Syarif Abdul Asaad Jairin
This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain the copyright and grant the journal the right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) after its publication in ETASR with an acknowledgement of its initial publication in this journal.