Sekolah Menengah Kebangsaan Dato' Bentara Luar
- Enrolment
- 1,327 2026
- PV potential
- 3.661 kWh/kWp/day
- Relative wealth
- Not available
01 / JOHOR, MALAYSIA
Air for Tomorrow
Site selection
Constraint based optimisation for selecting monitoring sites from 1,190 schools in Johor.
Constraints02 / THE BUDGET
Assumptions:
USD 50,000 total budget, estimated USD 700 per site.
- Other costs reserved
- USD 0
- Proposed sites
- 71 · USD 49,700
- Budget left
- USD 300
Estimates only. Sensor and installation costs are estimates only.
Connectivity ↓03 / CONNECTIVITY
Assumptions
Airgradient Outdoor Max Sensors can roam to Maxis or Digi/Celcom 4G/LTE.
52 Schools have low or no 4g coverage from either provider
1,189mapped schools→1,137with coverage
Coverage estimates from Maxis / Celcom [link goes here]
Solar power ↓04 / SOLAR POWER
Solar potential
Reccommend sites with at least 3.5 kWh/kWp/day of mapped solar potential.
1,137connected→901pass both filters
Solar potential is estimated from satellite derived estimates of slope, elevation and shade. Estimate only
School preferences ↓05 / SCHOOL COMMUNITIES
School types
Prefer Secondary schools, prefer schools with larger enrolments
Secondary schools come first. Seek an urban/rural mix among schools that fit the spacing rule. All else equal, prefer larger enrolments.
20urban sites
51rural sites
Also optimized for: Mix of rural / urban locations, mix of relative wealth.
Geographic spread ↓06 / GEOGRAPHIC SPREAD
Spread sites
across Johor.
Optimize for the best sensor density within the proposed budget. (With a minimum of 5 km between proposed sites.
5 km
A local example ↓
07 / A LOCAL EXAMPLE
A closer
look.
Sekolah Menengah Kebangsaan Tun Aminah
- Enrolment
- 699 2026
- PV potential
- 3.626 kWh/kWp/day
- Relative wealth
- Not available
08 / THE PROPOSAL
71 schools.
Next: site visits.
Proposal pending site confirmation
Agree school participation, test the SIM, and check power and installation access.
View the 71 proposed schools
| # | School | Setting | Enrolment |
|---|---|---|---|
| 1 | Sekolah Menengah Kebangsaan Kota Masai 2JEA1092 | Urban | 3,1882020 |
| 2 | Sekolah Menengah Kebangsaan Taman ScientexJEA1101 | Rural | 2,0302020 |
| 3 | Sekolah Menengah Kebangsaan Taman Bukit IndahJEA1087 | Urban | 1,9502020 |
| 4 | Sekolah Menengah Kebangsaan Seri GadingJEA0018 | Rural | 1,6312026 |
| 5 | Sekolah Menengah Kebangsaan Bandar PutraJEA8012 | Urban | 1,9472020 |
| 6 | Sekolah Menengah Kebangsaan Tun IsmailJEE0019 | Rural | 1,5392026 |
| 7 | Sekolah Menengah Kebangsaan Dato` Ali Hj AhmadJEB6014 | Urban | 1,7292020 |
| 8 | Sekolah Menengah Kebangsaan Kelapa SawitJEA8005 | Rural | 1,5242020 |
| 9 | Sekolah Menengah Kebangsaan Seg HwaJEB7030 | Urban | 1,6892020 |
| 10 | Sekolah Menengah Kebangsaan Tunku PutraJEE0041 | Rural | 1,4782026 |
| 11 | Sekolah Menengah Kebangsaan LaksamanaJEB3043 | Urban | 1,6632020 |
| 12 | Sekolah Menengah Kebangsaan Gelang PatahJEE1004 | Rural | 1,3762020 |
| 13 | Sekolah Menengah Kebangsaan Dato' Mohd. Yunos SulaimanJEA6010 | Urban | 1,4822020 |
| 14 | Sekolah Menengah Kebangsaan Sultan Alauddin Riayat Shah 1JEE5027 | Rural | 1,3622026 · estimate |
| 15 | Sekolah Menengah Kebangsaan Tun PerakJEA5023 | Urban | 1,4342026 · estimate |
| 16 | Sekolah Menengah Kebangsaan Bukit GambirJEA9010 | Rural | 1,3322020 |
| 17 | Sekolah Menengah Kebangsaan Tengku Aris BendaharaJEB2038 | Urban | 1,4082020 |
| 18 | Sekolah Menengah Kebangsaan Tun Dr Ismail (Studi)JEA5035 | Rural | 1,2962026 · estimate |
| 19 | Sekolah Menengah Kebangsaan Simpang RengamJEA2037 | Urban | 1,3452020 |
| 20 | Sekolah Menengah Kebangsaan Dato OnnJEA0016 | Rural | 1,2882026 |
| 21 | Sekolah Menengah Kebangsaan Dato' Bentara LuarJEA0010 | Urban | 1,3272026 |
| 22 | Sekolah Menengah Kebangsaan Dato SethJEA0020 | Rural | 1,2472020 |
| 23 | Sekolah Menengah Kebangsaan Paduka TuanJEB7034 | Urban | 1,2942020 |
| 24 | Sekolah Menengah Kebangsaan Pei HwaJEA9012 | Rural | 1,2292020 |
| 25 | Sekolah Menengah Kebangsaan Taman PutriJEA8011 | Urban | 1,2582020 |
| 26 | Sekolah Menengah Kebangsaan Tengku MahkotaJEE5023 | Rural | 1,1882026 · estimate |
| 27 | Sekolah Menengah Kebangsaan Pasir Gudang 3JEA1075 | Urban | 1,2562020 |
| 28 | Sekolah Menengah Kebangsaan Ungku HusinJEE4036 | Rural | 1,1702020 |
| 29 | Sekolah Menengah Kebangsaan LedangJEA9009 | Urban | 1,2372020 |
| 30 | Sekolah Menengah Kebangsaan Seri MedanJEA0014 | Rural | 1,0962026 |
| 31 | Sekolah Menengah Kebangsaan Jln MengkibolJEA2030 | Urban | 1,1662020 |
| 32 | Sekolah Menengah Kebangsaan Pekan Baru MuarJEA5032 | Rural | 1,0612026 · estimate |
| 33 | Sekolah Menengah Kebangsaan SenggarangJEA0013 | Rural | 1,0602026 |
| 34 | Sekolah Menengah Kebangsaan Munshi IbrahimJEE7033 | Urban | 8392020 |
| 35 | Sekolah Menengah Kebangsaan MersingJEA4035 | Rural | 1,0402020 |
| 36 | Sekolah Menengah Kebangsaan Agama Maahad MuarJRA5036 | Urban | 8212026 · estimate |
| 37 | Sekolah Menengah Kebangsaan Dato SulaimanJEA0015 | Rural | 1,0322026 |
| 38 | Sekolah Menengah Kebangsaan Banang JayaJEA0023 | Urban | 7822026 |
| 39 | Sekolah Menengah Kebangsaan Bukit PasirJEA5028 | Rural | 1,0162026 · estimate |
| 40 | Sekolah Menengah Sains Kota TinggiJEA3050 | Urban | 6102020 |
| 41 | Sekolah Menengah Kebangsaan BenutJEE6017 | Rural | 9362020 |
| 42 | Sekolah Menengah Kebangsaan Ayer BaloiJEA6008 | Rural | 9012020 |
| 43 | Sekolah Menengah Kebangsaan Air TawarJEA3042 | Rural | 8972020 |
| 44 | Sekolah Menengah Kebangsaan Seri PinangJEA3059 | Rural | 8862020 |
| 45 | Sekolah Menengah Kebangsaan Sri KukupJEA6007 | Rural | 8632020 |
| 46 | Sekolah Menengah Kebangsaan Bandar T6JEA2039 | Rural | 8372020 |
| 47 | Sekolah Menengah Kebangsaan Raja MudaJEA5024 | Rural | 8102026 · estimate |
| 48 | Sekolah Menengah Kebangsaan Pengerang UtamaJEA3060 | Rural | 7932020 |
| 49 | Sekolah Menengah Kebangsaan Bandar MasJEA3043 | Rural | 7792020 |
| 50 | Sekolah Menengah Kebangsaan AdelaJEA3045 | Rural | 7682020 |
| 51 | Sekolah Menengah Kebangsaan Layang-LayangJEA2029 | Rural | 7652020 |
| 52 | Sekolah Menengah Kebangsaan Datuk MenteriJEE0034 | Rural | 7652026 |
| 53 | Sekolah Menengah Kebangsaan SemenchuJEA3046 | Rural | 7102020 |
| 54 | Sekolah Menengah Kebangsaan Tan Sri Jaafar AlbarJEA3039 | Rural | 7052020 |
| 55 | Sekolah Menengah Kebangsaan Parit BetakJEA6009 | Rural | 6552020 |
| 56 | Sekolah Menengah Kebangsaan PalohJEE2044 | Rural | 6402020 |
| 57 | Sekolah Menengah Kebangsaan Sagil TangkakJEA9006 | Rural | 6322020 |
| 58 | Sekolah Menengah Kebangsaan Tunku Mahmood IskandarJEA0012 | Rural | 6252026 |
| 59 | Sekolah Menengah Kebangsaan (Felda) TenggarohJEA4034 | Rural | 6222020 |
| 60 | Sekolah Menengah Kebangsaan Sultan AlauddinJEA3056 | Rural | 6202020 |
| 61 | Sekolah Menengah Kebangsaan JementahJEE7036 | Rural | 6032020 |
| 62 | Sekolah Menengah Kebangsaan Permata JayaJEA0017 | Rural | 6012026 |
| 63 | Sekolah Menengah Kebangsaan Bukit BatuJEA8015 | Rural | 5682020 |
| 64 | Sekolah Menengah Kebangsaan Tenang StesenJEA7033 | Rural | 5612020 |
| 65 | Sekolah Menengah Kebangsaan Seri KenanganJEA7042 | Rural | 5502020 |
| 66 | Sekolah Menengah Kebangsaan KahangJEA2032 | Rural | 5362020 |
| 67 | Sekolah Menengah Kebangsaan Telok KerangJEE6009 | Rural | 5302020 |
| 68 | Sekolah Menengah Kebangsaan ChaahJEE7037 | Rural | 5112020 |
| 69 | Sekolah Menengah Kebangsaan Seri AmanJEA3052 | Rural | 4822020 |
| 70 | Sekolah Menengah Kebangsaan Kayu Ara PasongJEA6011 | Rural | 4802020 |
| 71 | Sekolah Menengah Kebangsaan Seri MenantiJEA5021 | Rural | 4412026 · estimate |