Learning Graph

Concept Dependency Map for Wireless Tank Monitoring

This learning graph maps the key concepts in wireless tank monitoring and their dependencies. Concepts are organized by category and Bloom's Taxonomy level.

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Concept Categories

Foundation Concepts (Remember/Understand)

graph TD
    A[Liquid Level Measurement] --> B[Tank Geometry]
    A --> C[Fluid Properties]
    B --> D[Volume Calculation]
    C --> D
    E[Electromagnetic Waves] --> F[Radar Principles]
    G[Sound Waves] --> H[Ultrasonic Principles]
    I[Pressure Physics] --> J[Hydrostatic Pressure]
    K[Wireless Communication] --> L[Cellular Networks]
    K --> M[Wi-Fi Protocols]
    K --> N[Satellite Communication]
    O[Internet of Things] --> P[IIoT Concepts]
    Q[Cloud Computing] --> R[SaaS Platforms]

Technology Concepts (Understand/Apply)

ID	Concept	Category	Bloom's Level	Prerequisites
1	Liquid Level Measurement	Fundamentals	Remember	None
2	Tank Geometry	Fundamentals	Remember	None
3	Fluid Properties	Fundamentals	Remember	None
4	Volume Calculation	Fundamentals	Understand	2, 3
5	Electromagnetic Waves	Physics	Remember	None
6	Radar Principles	Sensing	Understand	5
7	Time-of-Flight Measurement	Sensing	Understand	5, 6
8	Non-Contact Radar	Sensing	Apply	6, 7
9	Guided Wave Radar	Sensing	Apply	6, 7
10	Sound Waves	Physics	Remember	None
11	Ultrasonic Principles	Sensing	Understand	10
12	Ultrasonic Transducers	Sensing	Understand	11
13	Pressure Physics	Physics	Remember	None
14	Hydrostatic Pressure	Sensing	Understand	3, 13
15	Submersible Pressure Sensors	Sensing	Apply	14
16	Dial Gauge Reading	Sensing	Understand	1
17	Wireless Communication	Networking	Remember	None
18	Radio Frequency Basics	Networking	Understand	5, 17
19	Cellular Networks (4G LTE)	Networking	Understand	17
20	Wi-Fi Protocols	Networking	Understand	17
21	Satellite Communication	Networking	Understand	17
22	Signal Propagation	Networking	Understand	18
23	Antenna Design	Hardware	Apply	18, 22
24	Gateway Devices	Hardware	Understand	17, 20
25	Internet of Things (IoT)	Architecture	Remember	None
26	Industrial IoT (IIoT)	Architecture	Understand	25
27	Edge Computing	Architecture	Understand	25, 26
28	Cloud Computing	Architecture	Remember	None
29	SaaS Platforms	Architecture	Understand	28
30	REST APIs	Integration	Understand	28, 29

Application Concepts (Apply/Analyze)

ID	Concept	Category	Bloom's Level	Prerequisites
31	TSR Cellular Monitor	Products	Apply	8, 19
32	TSU Ultrasonic Monitor	Products	Apply	12, 19
33	TSP Pressure Monitor	Products	Apply	15, 19
34	TSC C-Store System	Products	Apply	16, 19
35	TSD Dial Gauge Reader	Products	Apply	16, 19
36	TSG BYOS Monitor	Products	Apply	19, 21
37	Asset Intelligence Platform	Platform	Apply	29, 30
38	Dashboard Configuration	Platform	Apply	37
39	Alert Management	Platform	Apply	37, 38
40	Location Mapping	Platform	Apply	37
41	Historical Data Analysis	Analytics	Analyze	37, 38
42	Aboveground Tank Monitoring	Applications	Apply	1, 31
43	Underground Tank Monitoring	Applications	Apply	1, 34
44	Field Tank Monitoring	Applications	Apply	1, 31, 36
45	Tote and IBC Monitoring	Applications	Apply	1, 32
46	Tank Farm Management	Applications	Apply	42, 40
47	Fuel Distribution	Industries	Apply	42, 43, 46
48	C-Store Operations	Industries	Apply	43, 34
49	Lubricant Management	Industries	Apply	45, 32
50	Chemical Management	Industries	Apply	31, 45

Advanced Concepts (Analyze/Evaluate)

ID	Concept	Category	Bloom's Level	Prerequisites
51	Site Survey Planning	Deployment	Analyze	22, 42
52	Monitor Selection Criteria	Deployment	Analyze	31-36
53	Multi-Site Deployment	Deployment	Analyze	51, 52, 46
54	Battery Life Optimization	Operations	Analyze	31, 32
55	Reporting Frequency Trade-offs	Operations	Evaluate	54, 41
56	Data Accuracy Validation	Operations	Evaluate	7, 41
57	Sensor Comparison Analysis	Evaluation	Evaluate	8, 12, 15
58	Connectivity Selection	Evaluation	Evaluate	19, 20, 21
59	Consumption Pattern Analysis	Analytics	Analyze	41
60	Inventory Forecasting	Analytics	Analyze	59
61	Route Optimization	Logistics	Analyze	40, 60
62	Fleet Efficiency Metrics	Logistics	Evaluate	61
63	Delivery Scheduling	Logistics	Apply	60, 61
64	Hazardous Environment Ratings	Safety	Understand	None
65	C1D1 Classification	Safety	Apply	64
66	C1D2 Classification	Safety	Apply	64
67	ATEX Compliance	Safety	Apply	64
68	Environmental Regulations	Safety	Understand	None
69	Spill Prevention	Safety	Apply	39, 68
70	Safety Protocol Design	Safety	Evaluate	65, 66, 69

Expert Concepts (Evaluate/Create)

ID	Concept	Category	Bloom's Level	Prerequisites
71	Cloud-to-Cloud Integration	Integration	Apply	30, 37
72	ERP System Integration	Integration	Analyze	71
73	Data Export and Warehousing	Integration	Apply	30, 41
74	Open API Architecture	Integration	Analyze	30, 71
75	Machine Learning Basics	AI/ML	Understand	None
76	Anomaly Detection	AI/ML	Analyze	41, 75
77	Predictive Maintenance	AI/ML	Analyze	76
78	Demand Forecasting Models	AI/ML	Create	60, 75
79	Digital Twin Concepts	AI/ML	Understand	26, 75
80	Digital Twin Implementation	AI/ML	Create	79, 37
81	ROI Calculation	Business	Analyze	62
82	Cost-Benefit Analysis	Business	Evaluate	81
83	Business Case Development	Business	Create	82
84	Customer Success Metrics	Business	Evaluate	81
85	5G and Next-Gen Connectivity	Future	Understand	19
86	Edge AI Processing	Future	Analyze	27, 75
87	Autonomous Delivery Integration	Future	Create	61, 86
88	Sustainability Monitoring	Future	Create	59, 68
89	Next-Generation Sensors	Future	Evaluate	57
90	Complete System Design	Capstone	Create	52, 53, 58, 70, 74

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Dependency Visualization

graph LR
    subgraph Foundation
        A1[Sensor Physics]
        A2[Wireless Comm]
        A3[IoT/Cloud]
    end
    subgraph Technology
        B1[Radar/Ultrasonic]
        B2[Connectivity]
        B3[Platform AIP]
    end
    subgraph Application
        C1[Products]
        C2[Industries]
        C3[Deployment]
    end
    subgraph Advanced
        D1[Analytics]
        D2[Safety]
        D3[Integration]
    end
    subgraph Expert
        E1[AI/ML]
        E2[Business]
        E3[Future Tech]
    end
    A1 --> B1
    A2 --> B2
    A3 --> B3
    B1 --> C1
    B2 --> C1
    B3 --> C1
    C1 --> C2
    C1 --> C3
    C2 --> D1
    C3 --> D2
    B3 --> D3
    D1 --> E1
    D1 --> E2
    D2 --> E3
    D3 --> E1

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Bloom's Taxonomy Distribution

Level	Count	Percentage
Remember	12	13%
Understand	22	24%
Apply	26	29%
Analyze	16	18%
Evaluate	9	10%
Create	5	6%
Total	90	100%