🌡️ ESP Weather Station

Data Real-Time dengan Kalman Filter

🎯 Kalman Filter Active

📚 Tentang Kalman Filter

Kalman Filter adalah algoritma yang digunakan untuk mereduksi noise dari data sensor. Pada project ini, filter bekerja dengan menggabungkan pengukuran saat ini dan estimasi sebelumnya untuk menghasilkan nilai yang lebih stabil dan akurat. Parameter Q (Process Noise) = 0.125 dan R (Measurement Noise) = 32.

📊 Lihat Data Mentah
🌡️
Suhu
35.2°C
Nilai Filtered Tertinggi
Filtered
24.51°C
Rata-rata
Raw Data
37.8°C
Rata-rata
💧
Kelembaban
53.1%
Nilai Filtered Tertinggi
Filtered
35.29%
Rata-rata
Raw Data
55.02%
Rata-rata
📊
Tekanan
937 hPa
Nilai Filtered Tertinggi
Filtered
642 hPa
Rata-rata
Raw Data
994 hPa
Rata-rata
⛰️
Ketinggian
157.9 m
Nilai Filtered Tertinggi
Filtered
111.52 m
Rata-rata
Raw Data
171.36 m
Rata-rata

📈 Visualisasi Data

Data Mentah (Raw)
Data Terfilter (Kalman)

📋 Detail Data

Total: 50 readings
ID Waktu Suhu (Raw → Filtered) Kelembaban (Raw → Filtered) Tekanan (Raw → Filtered) Ketinggian (Raw → Filtered)
3710 02/07 18:55:05 38 → 31 +7.04 56 → 44.6 +11.39 994 → 808 +186.03 170 → 141 +29.04
3711 02/07 18:58:07 38 → 31.4 +6.62 56 → 45.3 +10.71 994 → 819 +174.89 170 → 142.7 +27.3
3712 02/07 19:01:10 38 → 31.8 +6.22 56 → 45.9 +10.07 994 → 830 +164.41 170 → 144.3 +25.67
3713 02/07 19:04:12 38 → 32.2 +5.85 56 → 46.5 +9.47 994 → 839 +154.54 169 → 145.8 +23.19
3714 02/07 19:07:13 37 → 32.4 +4.56 56 → 47.1 +8.9 994 → 849 +145.25 169 → 147.2 +21.79
3715 02/07 19:10:15 37 → 32.7 +4.28 56 → 47.6 +8.36 994 → 857 +136.51 168 → 148.5 +19.54
3716 02/07 19:13:17 37 → 33 +4.03 56 → 48.1 +7.86 995 → 866 +129.23 168 → 149.6 +18.36
3717 02/07 19:16:20 35 → 33.1 +1.9 56 → 48.6 +7.38 995 → 874 +121.45 167 → 150.7 +16.32
3718 02/07 19:19:22 37 → 33.3 +3.67 56 → 49.1 +6.94 994 → 881 +113.19 167 → 151.7 +15.33
3719 02/07 19:22:24 37 → 33.6 +3.45 57 → 49.5 +7.46 995 → 888 +107.3 166 → 152.5 +13.47
3720 02/07 19:25:26 37 → 33.8 +3.24 57 → 50 +7.01 995 → 894 +100.82 166 → 153.3 +12.66
3721 02/07 19:28:28 37 → 34 +3.04 57 → 50.4 +6.59 995 → 900 +94.74 166 → 154.1 +11.89
3722 02/07 19:31:30 37 → 34.1 +2.86 57 → 50.8 +6.19 995 → 906 +89.01 165 → 154.8 +10.24
3723 02/07 19:34:32 37 → 34.3 +2.69 57 → 51.2 +5.82 995 → 911 +83.64 165 → 155.4 +9.62
3724 02/07 19:37:34 37 → 34.5 +2.52 57 → 51.5 +5.46 995 → 916 +78.58 165 → 156 +9.04
3725 02/07 19:40:36 37 → 34.6 +2.37 57 → 51.9 +5.13 995 → 921 +73.83 164 → 156.5 +7.55
3726 02/07 19:43:37 37 → 34.8 +2.23 57 → 52.2 +4.82 995 → 926 +69.37 164 → 156.9 +7.09
3727 02/07 19:46:39 37 → 34.9 +2.09 57 → 52.5 +4.53 995 → 930 +65.17 163 → 157.3 +5.72
3728 02/07 19:49:41 37 → 35 +1.97 58 → 52.8 +5.2 995 → 934 +61.23 163 → 157.6 +5.38
3729 02/07 19:52:43 37 → 35.2 +1.85 58 → 53.1 +4.88 995 → 937 +57.52 162 → 157.9 +4.11