skip to main content

Optimization of District Metered Areas for Reducing Non-Revenue Water

*Dewa Made Indra Widnyana Swantara orcid publons  -  Institut Teknologi Adhi Tama Surabaya, Indonesia
Mohammad Razif  -  Institut Teknologi Adhi Tama Surabaya, Indonesia
Yantri Novia Pramitasari  -  National Cheng Kung University, Indonesia

Citation Format:
Abstract

Non-revenue water (NRW) is a significant issue for water supply in Indonesia, with a national NRW rate of 33.7% in 2022 and even higher at PT Air Minum Giri Menang (PT AMGM) at 36.21%. Although District Metered Areas (DMA) were implemented in 2018, their effectiveness has been limited due to poor monitoring. This study evaluates the current DMA conditions by creating a water balance and using EPANET 2.2 software for analysis, along with formulating optimization strategies through technical, financial, and institutional assessments. The research identifies fifteen DMAs, with five being well-established. Two DMAs were chosen for optimization. Simulations showed that many pipes in these DMAs did not meet flow speed standards. Water pressure in DMA Graha Permata Kota was fully satisfied at 100%, while DMA Elit Kota Mataram achieved 84.5%. The study noted a significant NRW reduction by an average of 27.26% in the selected DMAs. The total repair cost was Rp 14,725,300, leading to additional annual revenue of Rp 128,747,424 and a positive feasibility analysis. Institutional performance was rated as "good," but an increase of 14 field staff for water loss control is needed.

Note: This article has supplementary file(s).

Fulltext View|Download |  Data Set
Data pendukung Artikel Jurnal
Subject Environmental engineering
Type Data Set
  Download (19MB)    Indexing metadata
Keywords: Environmental engineering

Article Metrics:

  1. Abueltayef, H., Abualhin, K. and Alastal, K. (2023) ‘Enabled geographic information system technology toward non-revenue water reduction’, Desalination and Water Treatment, 292, pp. 233–246
  2. Anatolia S. M., Exposto, Levi., Nahak Lino, M., Quim, J., Juvi, G. M. and Pereira, V. (2021) ‘Efforts To Improve Clean Water Quality To Support Community Health’, KESANS : International Journal of Health and Science, 1(3), pp. 236–251
  3. Anonim. (1999) ‘Keputusan Menteri Dalam Negeri Nomor 47 Tahun 1999 Tentang Pedoman Penilaian Kinerja Perusahaan Daerah Air Minum, 19(11), pp. 1649–1654
  4. Anonim. (2016) Peraturan Menteri Pekerjaan Umum dan Perumahan Rakyat Nomor 27/PRT/M/2016, PUPR
  5. Anonim. (2023) ‘Annual Report PT Air minum Giri Menang (Perseroda)’, (0370)
  6. Anonim. (2023) ‘Laporan Pelaksanaan Pencapaian Tujuan Pembangunan Berkelanjutan’, Bappenas, 2023, 01, p. 221
  7. Anonim. (2023) ‘Buku Kinerja BUMD Air Minum’, Kementerian PUPR, p. 79
  8. Azwar, E., Irawan, D. S. and Naufal, M. (2021) ‘Study of Physical Water Loss in Water Distribution Network using Step Test Method and Pressure Calibration’, Reka Buana : Jurnal Ilmiah Teknik Sipil dan Teknik Kimia, 6(1), pp. 88–103
  9. Babamiri, A., Pishvaee, M. and Mirzamohammadi, S. (2020) ‘The analysis of financially sustainable management strategies of urban water distribution network under increasing block tariff structure: A system dynamics approach’, Sustainable Cities and Society, 60, p. 102193
  10. Berg, S. (2020) ‘Assessing Performance Using Key Performance Indicators (KPIs) for Water Utilities: A Primer’, Water Economics and Policy, 06
  11. Bui, X., Marlim, M. and Kang, D. (2021) ‘Optimal Design of District Metered Areas in a Water Distribution Network Using Coupled Self-Organizing Map and Community Structure Algorithm’, Water, 13, p. 836
  12. Buko, B. T., Sarminingsih, A. and Samadikun, B. (2022) ‘Penerapan Jaringan Distribusi Sistem District Meter Area (DMA) SPAM Semarang Barat dalam Optimalisasi Penurunan Kehilangan Air Ditinjau dari Aspek Teknis dan Finansial (Studi Kasus : Area Pelayanan Reservoir Manyaran 1)’, Jurnal Ilmu Lingkungan, 20(4), pp. 872–879
  13. Dwi Rezky W. (2023) ‘Strategi Penurunan Angka Non Revenue Water (NRW)/Air Tidak Berekening Di Unit Kalianget Kabupaten Sumenep’, 15(1), pp. 1–5
  14. de Freitas A., Meirelles, G. and Brentan, B. M. (2024) ‘Optimal district metered areas design of water distribution systems: A comparative analysis among hybrid algorithms’, Journal of Water Process Engineering, 63, p. 105472
  15. Hanifa, Adhi Yuniarto, A. (2021) ‘Pemilihan DMA Prioritas Untuk Penurunan Kehilangan Air Di PDAM Bandarmasih Kota Banjarmasin’, 6(2), pp. 183–184
  16. Indriaty, A. and Hadi, W. (2023) ‘Optimalisasi Sistem Penyediaan Air Minum Dengan Menerapkan District Meter Area Pada Perusahaan Umum Daerah Air Minum Tirta Kencana Kabupaten Jombang’, Jurnal Teknologi Lingkungan Lahan Basah, 11(2), p. 500
  17. Julius, A., Ali Masduqi. and Gabriel. N. R. (2021) ‘Studi Optimisasi District Meter Area (DMA) Zona Pelayanan 2 Perumda Tirta Pakuan Kota Bogor Dalam Upaya Penanggulangan Non-Revenue Water (NRW)’, Syntax Literate: Jurnal Ilmiah Indonesia, 6(2)
  18. Karadirek, I. E. (2019) ‘An experimental analysis on accuracy of customer water meters under various flow rates and water pressures’, Journal of Water Supply: Research and Technology-Aqua, 69
  19. Kowalska, B., Suchorab, P. and Kowalski, D. (2022) ‘Division of district metered areas (DMAs) in a part of water supply network using WaterGEMS (Bentley) software: a case study’, Applied Water Science, 12(7), pp. 1–10
  20. Kurniawan, R. (2019) ‘Analisis Studi Kelayakan Keuangan Sentra Peningkatan Performa Olahraga Indonesia (SP2OI) di Menara Mandiri’, Fairvalue: Jurnal Ilmiah Akuntansi Dan Keuangan, 2(1), pp. 23–36
  21. Laucelli, D., Simone, A., Berardi, L. and Giustolisi. O. (2016) ‘Optimal Design of District Metering Areas’, Procedia Engineering, 162, pp. 403–410
  22. Loch, A., Pérez, B., Carmody, E., Felbab-Brown, V., Adamson, D. and Seidl, C. (2020) ‘Grand theft water and the calculus of compliance’, Nature Sustainability, 3, pp. 1–7
  23. Masduqi, A., Nanda, F. and Adhi, B. (2023) ‘Perencanaan DMA Berbasis Iot Untuk Menurunkan Kehilangan Air Di Kota Ambon’, Jurnal Teknik Sipil Giratory UPGRIS, 4(1), pp. 59–68
  24. Mauliana, Y., Cambodia, M., Ariyanto, L., Apriyanto, A. and Wisman, M. (2023) ‘Analisis Kelayakan Finansial Sistem Penyediaan Air Minum (SPAM) Regional 1 Provinsi Lampung’, Teknika Sains: Jurnal Ilmu Teknik, 8(2), pp. 116–125
  25. Mohammad, K., Mohammad, R., Abbas, H. and Ahmad, S. (2024) ‘Design of District Metered Areas for Existing Water Distribution Networks’, Journal of Pipeline Systems Engineering and Practice, 15(2), p. 4024006
  26. Palma, L., Hatam, F., Nardo, A. and Prévost, M. (2024) ‘Contaminations in water distribution systems: a critical review of detection and response methods’, Aqua Water Infrastructure, Ecosystems and Society, 73(6), pp. 1285–1302
  27. Pan, Y., Zeng, W., Guan, Q., Yao, Y., Liang, X., Zhai, Y. and P, Shengyan. (2021) ‘Variability in and mixtures among residential vacancies at granular levels: Evidence from municipal water consumption data’, Computers, Environment and Urban Systems, 90, p. 101702
  28. Prastiwi, E., Masduqi, A. and Sundoro, M. (2024) ‘Analisis Penerapan SOP Dalam Pengendalian NRW (Non Revenue Water) Pada Perumdam Tirta Tarum Kabupaten Karawang Cabang Kotabaru’, Jurnal Teknologi Lingkungan Lahan Basah, 12(1), p. 198
  29. Purba, T. N., Tarigan, A. P. and Hasibuan, G. C. (2023) ‘Analisis Kelayakan Investasi Pengembangan Sistem Penyediaan Air Minum IKK Patumbak di Kabupaten Deli Serdang (Studi Kasus)’, Jurnal Syntax Admiration, 4(2), pp. 248–263
  30. Rahman, H. Z. (2024) ‘New Approach on Planning for Water Provision using Water Balance (Case Study: Sewakaderma Municipal Waterworks, Denpasar)’, Jurnal Asiimetrik: Jurnal Ilmiah Rekayasa & Inovasi, 6, pp. 265–272
  31. Rasidi, A. and Boediningsih, W. (2023) ‘Konservasi dan Pengelolaan Sumber Daya Air Berkelanjutan di Kabupaten Klaten Jawa Tengah’, 2(2), pp. 415–424
  32. Razif, M. and Persada, S. F. (2016) ‘An investigation of water compounds behavior in drinking water treatment technology for environmental impact assessment (EIA) strategy: A case study on Surabaya’, International Journal of ChemTech Research, 9(5), pp. 327–331
  33. Renwick, D. V., Heinrich, A., Weisman, R., Arvanaghi, H. and Rotert, K. (2019) ‘Potential Public Health Impacts of Deteriorating Distribution System Infrastructure’, Journal - American Water Works Association, 111(2), pp. 42–53
  34. Da Rocha, H., Marques. P., De Camargo., Antonio, P. F. and José, A. S. (2017) ‘Internal surface roughness of plastic pipes for irrigation’, Revista Brasileira de Engenharia Agricola e Ambiental, 21(3), pp. 143–149
  35. Romdloni, A. (2021) ‘Control of Water Loss in the Drinking Water Distribution System of Malang City PDAM’, 10(9), pp. 144–149
  36. Romero, BL., Alves, D., Blesa, J., Cembrano, G., Puig, V. and Duviella, E. (2023) ‘Leak detection and localization in water distribution networks: Review and perspective’, Annual Reviews in Control, 55 (April 2023), pp. 392–419
  37. Rozaq, Z. A. and Iqbal, R. (2019) ‘Optimalisasi Jaringan Distribusi Air Minum Menggunakan Penerapan District Meter Area (DMA) Pada PDAM Kabupaten Pasaman Barat Unit Simpang Ampek Optimalization of Water Distribution Network Using District Meter Area (DMA) Establishment At Pdam Kabupate’, Jurnal Teknik Lingkungan, 25(2), pp. 19–32
  38. Rubby, I., Agus, S. and Dian, S. (2019) ‘Analisis Kondisi Eksisting District Meter Area (DMA) Sindang Rasa Pada Zona 1 Perumda Tirta Pakuan Kota Bogor’, Syntax Literate: Jurnal Ilmiah Indonesia
  39. Saparina, W. (2017) Penurunan Kehilangan Air di Sistem Distribusi Air Minum PDAM Kota Malang, Tesis
  40. Septiani, M., Dian Suci, H. and Eddy, S. (2022) ‘Studi District Meter Area (DMA) Norogtog Perumda Air Minum Tirta Raharja Kabupatern Bandung Untuk Pengendalian Kehilangan Air’, Jurnal Ilmu Pendidikan, 7(2), pp. 809–820
  41. Setiawan, A., Utama, Y. J. and Lisdiyono, E. (2020) ‘Social Justice and Water for All Constructing a Local Legal Framework for a Good Governance’, International Journal of Civil Engineering and Technology (Ijciet), 11(1), pp. 209–216
  42. Sharma, A. N., Dongre, S. R. and Gupta, R. (2023) ‘Many-objective optimisation tool for the design of district metered areas in pumped water distribution networks’, Water Supply, 23(9), pp. 3789–3804
  43. Shou, T. (2022) ‘A Literature Review on the Net Present Value (NPV) Valuation Method’, Proceedings of the 2022 2nd International Conference on Enterprise Management and Economic Development (ICEMED 2022), 656(Icemed), pp. 826–830
  44. Siti, H., Mukhsan, P. and Bambang, B. (2021) ‘Studi Eksperimental Tekanan Jaringan Perpipaan’, Jurnal Penelitian Engineering, 25(1), pp. 8–20
  45. Yoo, E. and Lenczewski, M. (2019) ‘Water Quality Data Collection through mWater Software’, 3(2015), p. 5999

Last update:

No citation recorded.

Last update: 2025-10-19 10:06:55

No citation recorded.