1. Produced water: a way out of water crisis ? 39thIPAConvention&Exhibition JCC,20-22May2015 Dasapta Erwin Irawan (Geology ITB) Herry Maulana (Independent observer) Rofiq Iqbal (Environmental Eng ITB) 2. IPA 2015 (JCC 21-05-15) 2 Preliminary part Literature review 39thIPAConvention&Exhibition JCC,20-22May2015 3. IPA 2015 (JCC 21-05-15) 3 Water crisis remains un-solved 39thIPAConvention&Exhibition JCC,20-22May2015 4. IPA 2015 (JCC 21-05-15) 4 Our options Storm water Produced water ? 39thIPAConvention&Exhibition JCC,20-22May2015 5. Produced water is a term used in the oil industry to describe water that is produced as a byproduct along with the oil and gas. 39thIPAConvention&Exhibition JCC,20-22May2015 6. IPA 2015 (JCC 21-05-15) 6 We used open source apps 39thIPAConvention&Exhibition JCC,20-22May2015 7. IPA 2015 (JCC 21-05-15) 7 GS Scopus AAPG IPA Screening: Clearness Pdf availability How much is The cost What is Produced water How much is it How is it handled so far 39thIPAConvention&Exhibition JCC,20-22May2015 8. IPA 2015 (JCC 21-05-15) 8 39thIPAConvention&Exhibition JCC,20-22May2015 Literature search Screening Visualize Data mining 9. IPA 2015 (JCC 21-05-15) 9 39thIPAConvention&Exhibition JCC,20-22May2015 Very limited open data in Indonesia 10. IPA 2015 (JCC 21-05-15) 10 39thIPAConvention&Exhibition JCC,20-22May2015 USGS open data (http://energy.usgs.gov/EnvironmentalAspects/) 161,000 samples 250 variables 200 MB csv data 11. IPA 2015 (JCC 21-05-15) 11 39thIPAConvention&Exhibition JCC,20-22May2015 We used the following keyword s 12. IPA 2015 (JCC 21-05-15) 12 Sources Keywords Results Oldest Recent GoogleScholar "producedwater" 3,060 NA NA GoogleScholar "producedwater"(AND)treatment 2,320 NA NA GoogleScholar "producedwater"(AND)handling 609 NA NA Scopus "producedwater" 4190 1911 2015 Scopus "producedwater"(AND)treatment 1553 1975 2015 Scopus "producedwater"(AND)handling 185 1972 2014 Georef(AAPG) "producedwater" 568 NA NA Georef(AAPG) "producedwater"(AND)treatment 560 NA NA Georef(AAPG) "producedwater"(AND)handling 58 NA NA 39thIPAConvention&Exhibition JCC,20-22May2015 13. IPA 2015 (JCC 21-05-15) 13 39thIPAConvention&Exhibition JCC,20-22May2015 What we get thesis report book url conf journal 1975 1980 1985 1990 1995 2000 2005 2010 2015 14. IPA 2015 (JCC 21-05-15) 14 39thIPAConvention&Exhibition JCC,20-22May2015 What we get 15. IPA 2015 (JCC 21-05-15) 15 39thIPAConvention&Exhibition JCC,20-22May2015 16. IPA 2015 (JCC 21-05-15) 16 39thIPAConvention&Exhibition JCC,20-22May2015 Frequently used words Word cloud 17. IPA 2015 (JCC 21-05-15) 17 39thIPAConvention&Exhibition JCC,20-22May2015 18. IPA 2015 (JCC 21-05-15) 18 39thIPAConvention&Exhibition JCC,20-22May2015 Frequently used topics Topic modeling 19. IPA 2015 (JCC 21-05-15) 19 39thIPAConvention&Exhibition JCC,20-22May2015 20. IPA 2015 (JCC 21-05-15) 20 WW 50 bbpy US 15-20 bbpy Vico's Mutiara and Beras 0.0036 bbpy SE's Kakap Block 0.117 bbpy 39thIPAConvention&Exhibition JCC,20-22May2015 21. IPA 2015 (JCC 21-05-15) 21 39thIPAConvention&Exhibition JCC,20-22May2015 Dispersed oil Dissolved Organics Drilling fluids Solids Bacteria Metals 22. IPA 2015 (JCC 21-05-15) 22 39thIPAConvention&Exhibition JCC,20-22May2015 23. IPA 2015 (JCC 21-05-15) 23 39thIPAConvention&Exhibition JCC,20-22May2015 24. IPA 2015 (JCC 21-05-15) 24 39thIPAConvention&Exhibition JCC,20-22May2015 25. IPA 2015 (JCC 21-05-15) 25 39thIPAConvention&Exhibition JCC,20-22May2015 26. IPA 2015 (JCC 21-05-15) 26 39thIPAConvention&Exhibition JCC,20-22May2015 27. IPA 2015 (JCC 21-05-15) 27 39thIPAConvention&Exhibition JCC,20-22May2015 28. IPA 2015 (JCC 21-05-15) 28 39thIPAConvention&Exhibition JCC,20-22May2015 29. IPA 2015 (JCC 21-05-15) 29 39thIPAConvention&Exhibition JCC,20-22May2015 We applied multivariate classification technique 30. IPA 2015 (JCC 21-05-15) 30 39thIPAConvention&Exhibition JCC,20-22May2015 Spgrav pH Geo- graphy 31. IPA 2015 (JCC 21-05-15) 31 39thIPAConvention&Exhibition JCC,20-22May2015 Re-injected Discharged Reused Consumed in beneficial use 32. IPA 2015 (JCC 21-05-15) 32 39thIPAConvention&Exhibition JCC,20-22May2015 Water treatment classification mapping 33. IPA 2015 (JCC 21-05-15) 33 39thIPAConvention&Exhibition JCC,20-22May2015 34. IPA 2015 (JCC 21-05-15) 34 39thIPAConvention&Exhibition JCC,20-22May2015 Advancement in membrane technology 35. IPA 2015 (JCC 21-05-15) 35 39thIPAConvention&Exhibition JCC,20-22May2015 Process Mechanism of separation Material/type Typical objective Micro- filtration(MF) Sieving: macropores (>50nm) Polymericand inorganic/ porous Removalofsuspendedsolids,large organicmolecules,andlarge colloidalparticles Ultra- filtration(UF) Sieving: mesopores(2- 50nm) Polymericand inorganic/ porous Removaloflargedissolvedsolute moleculesandsuspendedcolloidal particles,bacteria,proteins Nano- filtration(NF) Charge, sieving: micropores (