**Motivations :** * Create a complete simulator for 4NK Waste & Water modular waste treatment infrastructure * Implement frontend-only application with client-side data persistence * Provide seed data for wastes and natural regulators from specifications **Root causes :** * Need for a simulation tool to configure and manage waste treatment projects * Requirement for localhost-only access with persistent client-side storage * Need for initial seed data to bootstrap the application **Correctifs :** * Implemented authentication system with AuthContext * Fixed login/logout functionality with proper state management * Created placeholder pages for all routes **Evolutions :** * Complete application structure with React, TypeScript, and Vite * Seed data for 9 waste types and 52 natural regulators * Settings page with import/export and seed data loading functionality * Configuration pages for wastes and regulators with CRUD operations * Project management pages structure * Business plan and yields pages placeholders * Comprehensive UI/UX design system (dark mode only) * Navigation system with sidebar and header **Page affectées :** * All pages: Login, Dashboard, Waste Configuration, Regulators Configuration, Services Configuration * Project pages: Project List, Project Configuration, Treatment Sites, Waste Sites, Investors, Administrative Procedures * Analysis pages: Yields, Business Plan * Utility pages: Settings, Help * Components: Layout, Sidebar, Header, base components (Button, Input, Select, Card, Badge, Table) * Utils: Storage, seed data, formatters, validators, constants * Types: Complete TypeScript definitions for all entities
52 KiB
4NK Waste & Water - Simulator Specification
1. Overview
4NK Waste & Water is developing a simulator for its modular waste treatment infrastructure. The system processes 67T of waste at 75% water content per module, with a total capacity of 21 modules processing 67T of waste at 75% water content per day.
Platform: Desktop-only application (no mobile version or responsive design)
2. Infrastructure Architecture
2.1 Module Configuration
- Module capacity: 67T of waste at 75% water content
- Total modules: 21 modules
- Daily processing capacity: 67T × 21 = 1,407T of waste at 75% water content per day
2.2 Container Configuration (4 × 40-foot containers per module)
Container 1: Mesophilic Anaerobic Digestion
- Function: Anaerobic digestion of waste mixture at ambient temperature
- Processes:
- Phase separation
- Hygienization: 18 days
- Note: STEP sludge cannot be mixed
- Total duration: 21 days
Container 2: Drying and Bioremediation
- Function: Drying and bioremediation
- Processes:
- Drying: 21 days
- Bioremediation: 3 phases depending on waste type × 21 days each
- Total duration: Variable (21 days + 3 phases × 21 days)
Container 3: Thermophilic Anaerobic Digestion + Composting
- Function: Thermophilic anaerobic digestion and composting with waste mixture
- Processes:
- Thermophilic digestion: 18 days
- Composting: 3 days
- Note: Possible mixing of STEP digestate
- Total duration: 21 days
Container 4: Water Storage and Spirulina Culture
- Function: Water storage and spirulina culture
- Processes:
- Spirulina culture: 72-hour cycle → return to thermophilic anaerobic digestion
- Water wall for cooling (evaporation)
- Inter-container water cycles only
2.3 Energy Production
Heat Sources
- Biogas generator: Produces energy to power Bitcoin mining machines
- Electric generator: Additional electrical power generation
Solar Panels
- Location: Surface of containers
- Function: Additional electrical power input
2.4 Application Architecture
2.4.1 Technical Stack
- Framework: React (latest version)
- Language: TypeScript
- Routing: React Router
- State Management: None (use React useState, useContext for local state only)
- Build Tool: None (development server only, no build process)
- Package Manager: npm, yarn, or pnpm
- Node.js: Latest LTS version
2.4.2 Project Structure
/src
/components
/base # Base reusable components
/composite # Composite components
/layout # Layout components (Header, Sidebar)
/shared # Shared business logic components
/pages # Page components
/hooks # Custom React hooks
/utils
/calculations # Calculation functions
/formatters # Data formatting
/validators # Validation functions
/constants # Constants and default values
/types # TypeScript type definitions
/data # Seed data (optional)
2.4.3 Authentication
- Login system: Simple authentication system
- Access restriction: Localhost only (127.0.0.1 / localhost)
- No remote access: Application must only be accessible from localhost
- Authentication method: Simple username/password or basic authentication
- Session management: Local session management (localStorage)
- Storage: Credentials stored in localStorage (plain or hashed for localhost)
2.4.4 Data Storage
- Storage location: Frontend only (client-side)
- Persistence mechanism: Browser-based persistence (localStorage primary, IndexedDB optional)
- No backend database: All data stored locally in the browser
- Data format: JSON format for data storage
- Storage key:
4nkwaste_simulator_data(localStorage) - Export/Import:
- Export: Complete storage structure as JSON (replaces all data)
- Import: Replace entire storage with imported JSON
- Validation: Check structure, references, constraints before import
- Data isolation: Data stored per browser (desktop only)
- Versioning: Data structure includes version number for migration
2.4.5 Routing
- Library: React Router (latest version)
- Route structure: Defined in navigation section
- Protected routes: Authentication check before accessing pages
- 404 handling: Default route to dashboard or 404 page
- Deep linking: All pages have unique URLs, bookmarkable
3. Navigation Structure
3.0 Navigation Architecture
3.0.1 Main Navigation Structure
Sidebar Navigation (Left Side - Fixed, Collapsible):
- Width: 256px (collapsed: 64px)
- Background: Background Secondary (#2D2D2D)
- Border right: 1px solid Border (#404040)
- Position: Fixed left
- Z-index: High (above content)
Top Navigation (Header):
- Height: 64px
- Background: Background Secondary (#2D2D2D)
- Border bottom: 1px solid Border (#404040)
- Position: Fixed top
- Contains: Logo, project selector, user info, logout
3.0.2 Navigation Menu Items
Main Sections (Top Level):
-
Dashboard (Home icon)
- Route:
/ - Purpose: Overview and quick access to key metrics
- Route:
-
Configuration (Settings icon)
- Route:
/configuration - Submenu items:
- Waste Configuration (
/configuration/waste) - Natural Regulators (
/configuration/regulators) - Services (
/configuration/services)
- Waste Configuration (
- Route:
-
Projects (Folder icon)
- Route:
/projects - Submenu items:
- Project List (
/projects) - Treatment Sites (
/projects/treatment-sites) - Waste Sites (
/projects/waste-sites) - Investors (
/projects/investors) - Administrative Procedures (
/projects/procedures)
- Project List (
- Route:
-
Yields (Chart icon)
- Route:
/yields - Purpose: Display processing yields and calculations
- Route:
-
Business Plan (Calculator icon)
- Route:
/business-plan - Purpose: Financial analysis and projections
- Route:
Secondary Items (Bottom of sidebar):
-
Settings (Gear icon)
- Route:
/settings - Purpose: Application settings, data export/import
- Route:
-
Help (Question mark icon)
- Route:
/help - Purpose: Documentation, formulas reference
- Route:
3.0.3 Navigation Behavior
Active State:
- Active item: Primary Green background (#2D7A4F), white text
- Active indicator: Left border 3px solid Primary Green
Hover State:
- Background: Background Tertiary (#404040)
- Transition: 200ms ease-in-out
Collapsed Sidebar:
- Width: 64px
- Icons only (no text labels)
- Tooltips on hover showing full menu item name
- Expand on click or hover
Breadcrumbs (Top of main content):
- Show current location: Home > Section > Page
- Clickable navigation path
- Font: Body Small, Text Secondary
- Separator: ">" icon
3.0.4 Navigation Icons
Icon Mapping:
- Dashboard: Home/House icon
- Configuration: Settings/Gear icon
- Waste Configuration: Trash/Recycle icon
- Natural Regulators: Leaf/Nature icon
- Services: Briefcase/Services icon
- Projects: Folder/Project icon
- Treatment Sites: Factory/Plant icon
- Waste Sites: Truck/Collection icon
- Investors: Users/People icon
- Administrative Procedures: Document/File icon
- Yields: Chart/Bar chart icon
- Business Plan: Calculator/Money icon
- Settings: Gear/Settings icon
- Help: Question mark/Info icon
Icon Size: 20px (Medium) Icon Style: Outline (default), Solid (active state)
3.0.5 Navigation Structure Details
Hierarchical Organization:
├── Dashboard (/)
├── Configuration (/configuration)
│ ├── Waste Configuration (/configuration/waste)
│ ├── Natural Regulators (/configuration/regulators)
│ └── Services (/configuration/services)
├── Projects (/projects)
│ ├── Project List (/projects)
│ ├── Treatment Sites (/projects/treatment-sites)
│ ├── Waste Sites (/projects/waste-sites)
│ ├── Investors (/projects/investors)
│ └── Administrative Procedures (/projects/procedures)
├── Yields (/yields)
├── Business Plan (/business-plan)
├── Settings (/settings)
└── Help (/help)
Navigation Flow:
- User logs in → Dashboard
- Configure data → Configuration section
- Create/manage projects → Projects section
- View results → Yields page
- Analyze finances → Business Plan page
Quick Access:
- Project selector in header (dropdown)
- Recent projects in dashboard
- Direct links from project list to business plan
3. Application Pages
3.0 Dashboard Page
Purpose: Overview and quick access to key metrics and recent projects
Content:
-
Key Metrics Summary:
- Total active projects
- Total modules in operation
- Total waste processed (today/week/month)
- Total revenue (current year)
- Total bitcoins generated (current year)
-
Recent Projects:
- List of recently accessed projects
- Quick links to project business plans
- Project status indicators
-
Quick Actions:
- Create new project
- Access yields page
- Access business plan
- Export data
-
Recent Activity:
- Last configuration changes
- Last calculations performed
- Last exports
3.1 Waste Configuration Page
Purpose: Configure waste characteristics
Parameters:
- Origin units of waste (animals/types, invested range, markets/types, restaurants/types...)
- Number of origin units to produce 1000m³ of methane
- BMP (Nm³ CH₄/kg VS)
- Water percentage (%)
- Regulation needs
- Regulatory characteristics
- Maximum storage duration in tank without altering anaerobic digestion
3.2 Natural Regulators Configuration Page
Purpose: Configure natural regulators (non-waste) characteristics
Parameters:
- Regulator type
- Regulatory characteristics
- Application conditions
- Dosage requirements
3.3 Services Configuration Page
Purpose: Configure services with pricing
Services (pricing per module per year over 10 years, first year prototype):
- Raw rental
- Biological waste treatment
- Bitcoin management
- Provision of standardized fertilizers from compost
- Provision of waste heat
- Provision of carbon credit indices
- Brownfield redevelopment
- Transport
3.4 Yields Page
Purpose: Display processing yields
Outputs:
- Water (t)
- Fertilizer (t)
- Methane (m³/day)
- CO₂ (m³/day)
- Energy (heat) (kJ/day)
- Energy (heat) (kW.h/day)
- Electrical power (kW) - anaerobic digestion
- Electrical power (kW) - solar panels
- Total electrical power (kW)
- Electrical power (kW) consumed by modules
- Number of 4NK flex miners (2kW)
- Bitcoins BTC/year – Parameter: Number of 4NK Miners (79.2 × 0.0001525 / flex miner)
Calculation Rules Display:
- Always display calculation formulas and rules applied for each output
- Show formulas next to or below each calculated value
- Display input parameters used in calculations
- Show calculation steps when applicable
- Use monospace font for formulas and technical expressions
3.5 Business Plan Page
Purpose: Business plan per project with detailed financial analysis
3.5.1 Project Header
Project Identification:
- Start date - End date: Project duration
- Treatment site(s): Associated treatment site(s)
- Collection site(s): Associated waste collection site(s)
- Number of modules: Number of modules in the project
3.5.2 Economic Characteristics (per year)
Annual economic data displayed for each year of the project (10 years)
REVENUES
- Raw rental: Container rental revenue
- Biological waste treatment service: Waste processing service revenue
- Bitcoin management service: Cryptocurrency mining service revenue
- Provision of standardized fertilizers service: Fertilizer supply service revenue
- Provision of waste heat service: Heat recovery service revenue
- Provision of carbon credit indices service: Carbon credit service revenue
- Brownfield redevelopment service: Site redevelopment service revenue
- Transport service: Transportation service revenue
- Commercial partnerships: Revenue from commercial partnerships
- Other revenues: Additional revenue sources
- TOTAL REVENUES: Sum of all revenue items
VARIABLE COSTS
- Rental & services: Rental and service costs
- Commissions / intermediaries / import: Commission and intermediary costs
- Other variable costs: Additional variable costs
- Transport: Transportation costs
- TOTAL VARIABLE COSTS: Sum of all variable cost items
GROSS MARGIN
- Calculation: TOTAL REVENUES - TOTAL VARIABLE COSTS
FIXED COSTS (OPEX)
- Salaries and social charges: Personnel costs
- Marketing / communication expenses: Marketing and communication costs
- R&D / product development: Research and development costs
- Administrative and legal fees: Administrative and legal expenses
- Other general expenses: Additional general expenses
- TOTAL FIXED COSTS: Sum of all fixed cost items
OPERATING RESULT (EBITDA)
- Calculation: GROSS MARGIN - TOTAL FIXED COSTS
CASH FLOW
- Calculation: OPERATING RESULT - adjustments for cash flow
INVESTMENTS (CAPEX)
- Equipment / machinery: Equipment and machinery investments
- Technology development: Technology development investments
- Patents / IP: Intellectual property investments
- TOTAL INVESTMENTS: Sum of all investment items
FUNDING NEED
- Calculation: Based on investments and cash flow requirements
USE OF RAISED FUNDS
- Product development (POC / MVP): Funds for product development
- Marketing / customer acquisition: Funds for marketing and acquisition
- Team strengthening / recruitment: Funds for team expansion
- Structure / administrative fees: Funds for administrative structure
- TOTAL USE OF FUNDS: Sum of all fund utilization items
KEY INDICATORS (KPIs)
- Active users / clients: Number of active users or clients
- Customer Acquisition Cost (CAC): Cost to acquire one customer
- Lifetime Value (LTV): Customer lifetime value
- Break-even point (days): Number of days to reach break-even
3.5.3 Pricing Characteristics (per year)
Annual pricing parameters and valorization calculations
Valorization Parameters
-
Waste treatment valorization / year:
- Parameter: €/t = 100 €
- Formula:
Waste_treatment_valorization = Waste_quantity (t) × 100 €/t
-
Fertilizer valorization / year:
- Parameter: €/t = 215 €
- Formula:
Fertilizer_valorization = Fertilizer_quantity (t) × 215 €/t
-
Heat valorization / year:
- Parameter: €/t = 0.12 €
- Formula:
Heat_valorization = Heat_quantity (t) × 0.12 €/t
-
Carbon equivalent valorization - burned methane (CH₄):
- Parameter: 630 €/tC ≈ 172 €/tCO₂e
- Formula:
CH4_carbon_valorization = CH4_quantity (tCO₂e) × 172 €/tCO₂e
-
Carbon equivalent valorization - sequestered CO₂ (CO₂):
- Parameter: 100 €/tC ≈ 27 €/tCO₂e
- Formula:
CO2_carbon_valorization = CO2_sequestered (tCO₂e) × 27 €/tCO₂e
-
Carbon equivalent valorization - avoided electricity consumption:
- Parameter: 0.12 €/kW
- Formula:
Energy_carbon_valorization = Electricity_avoided (kW) × 0.12 €/kW
-
Bitcoin value:
- Parameter: 100,000 €
- Formula:
Bitcoin_value = Bitcoin_quantity (BTC) × 100,000 €/BTC
-
Land valorization (brownfield):
- Parameter: 4000 m² brownfield
- Formula:
Land_valorization = Brownfield_area (m²) × valorization_rate
Calculation Rules Display:
- Always display calculation formulas and rules applied for financial metrics
- Show formulas for revenue, cost, and ROI calculations
- Display pricing calculation rules (per module, per year, 10-year model)
- Show service pricing formulas
- Display valorization formulas with parameters
- Use monospace font for formulas and technical expressions
- Show parameter values used in calculations
3.6 Project List Page
Purpose: List and manage all projects
Content:
-
Project Table:
- Project name
- Treatment site
- Collection site
- Number of modules
- Start date - End date
- Status (To be approached / LOI OK / In progress / Completed)
- Actions (Edit, View Business Plan, Delete)
-
Filters:
- Filter by status
- Filter by treatment site
- Filter by date range
- Search by project name
-
Actions:
- Create new project
- Edit project
- View business plan
- Delete project
- Export project data
3.6.1 Project Configuration Page
Purpose: Configure project parameters and associated entities
Project Parameters:
- Treatment site:
- Site identification
- Status: To be approached / LOI OK / In progress / Completed
- Modules per year: Number of modules planned per year
- Waste sites:
- Waste site type
- Status: To be approached / LOI OK / In progress / Completed
- Transport by site: Yes/No
- Waste characteristics override: Configuration of waste characteristics overriding standard characteristics
- Administrative procedures (ICPE, spreading, etc.):
- Procedure type
- Status: To do / Done / N/A
- Investment:
- Investor identification
- Status: To be approached / LOI OK / In progress / Completed
- Amount
3.7 Treatment Site Configuration Page
Purpose: Configure treatment site characteristics
Parameters:
- Average temperatures by month: Monthly temperature data (12 months)
- Altitude: Site altitude
- Available ground surface: Available surface area for installation
- Subscribed services: List of services subscribed for this site
3.8 Administrative Procedures Configuration Page
Purpose: Configure administrative procedures templates
Parameters:
- Procedure type: Type of administrative procedure (ICPE, spreading, etc.)
- Delays: Processing delays/duration
- Contact / Regions: Contact information and applicable regions
3.9 Investor Configuration Page
Purpose: Configure investor profiles and criteria
Parameters:
- Investor type: Classification of investor type
- Amount range: Minimum and maximum investment amounts
- Geographic regions: Applicable geographic regions
- Waste range: Minimum and maximum waste quantities / waste types
- Solar panels range: Minimum and maximum solar panel capacity
3.10 Waste Site Configuration Page
Purpose: Configure waste source sites
Parameters:
- Waste type: Type of waste produced
- Quantity range: Minimum and maximum quantities / days
- Contact: Contact information
- Waste collection type: Type of waste collection method
- Distance: Distance from treatment site
4. Waste Treatment Configuration
4.1 Treatment Composition
Each waste treatment has:
- Primary waste: Main waste type
- Regulatory wastes: Based on:
- Client objectives
- Bioremediation treatment needs based on quality requirements
- Additional natural regulators: Based on:
- Client objectives
- Bioremediation treatment needs based on quality requirements
4.2 Client Needs
Nutrient Requirements
- Total Nitrogen (N or NTK)
- Ammoniacal Nitrogen (N-NH₄): Indicator of rapid effect
- Total Phosphorus (P)
- Total Potassium (K)
4.3 Quality Requirements Before Anaerobic Digestion
Heavy Metals and Toxic Elements
- Arsenic (As) elimination
- Other elements elimination: zinc, aluminum, copper
- Heavy metals elimination
Biological Contaminants
- Pathogen elimination
Chemical Parameters
- Low C:N ratio enrichment
- Medication elimination
- Deposit elimination
- Odor elimination
- Turbidity reduction
- Sodium (Na⁺) reduction
- Chlorine (Cl⁻) reduction
- Electrical conductivity reduction
- Sulfide elimination
- Methane elimination
- CO₂ elimination
- Polyphenol elimination
- Elimination of refractory structural fractions (lignin, alginates, fucoidans, crystalline cellulose, and insoluble fibers)
Biological Processes
- Microbiological competition
- Oil emulsification
pH Regulation
- Acidity reduction
- pH increase
- pH reduction
5. Waste Characteristics
5.1 Origin Classification
- Animals/Types: Classification by animal type
- Invested Range: Investment range classification
- Markets/Types: Market type classification
- Restaurants/Types: Restaurant type classification
5.2 Technical Parameters
- Origin units per 1000m³ methane: Number of origin units required
- BMP (Nm³ CH₄/kg VS): Biochemical Methane Potential
- Water percentage (%): Moisture content
- Regulation needs: Required regulatory adjustments
- Regulatory characteristics: Specific regulatory properties
- Maximum storage duration: Maximum time in tank without affecting anaerobic digestion
6. Services and Pricing
6.1 Service List
- Raw Rental: Container rental service
- Biological Waste Treatment: Waste processing service
- Bitcoin Management: Cryptocurrency mining management
- Provision of Standardized Fertilizers: Compost-based fertilizer supply
- Provision of Waste Heat: Heat recovery service
- Provision of Carbon Credit Indices: Carbon credit index service
- Brownfield Redevelopment: Site redevelopment service
- Transport: Transportation service
6.2 Pricing Model
- Unit: Price per module per year
- Duration: 10 years
- First year: Prototype pricing
- Configuration: Configurable per service
7. Yields and Performance Metrics
7.1 Material Outputs
- Water (t): Processed water output
- Fertilizer (t): Compost/fertilizer output
7.2 Gas Outputs
- Methane (m³/day): Daily methane production
- CO₂ (m³/day): Daily CO₂ production
7.3 Energy Outputs
- Energy (heat) (kJ/day): Daily heat energy production
- Energy (heat) (kW.h/day): Daily heat energy in kilowatt-hours
7.4 Electrical Power
- Electrical power (kW) - Anaerobic digestion: Power from biogas generator
- Electrical power (kW) - Solar panels: Power from solar panels
- Total electrical power (kW): Combined electrical power
- Electrical power (kW) consumed by modules: Power consumption by processing modules
7.5 Bitcoin Mining
- Number of 4NK flex miners: Count of 2kW mining units
- Bitcoins BTC/year: Annual Bitcoin production
- Calculation: 79.2 × 0.0001525 / flex miner
- Parameter: Number of 4NK Miners
8. Technical Specifications
8.1 Processing Times
- Mesophilic digestion: 18 days hygienization + 3 days = 21 days total
- Drying: 21 days
- Bioremediation phases: 3 phases × 21 days each (variable)
- Thermophilic digestion: 18 days
- Composting: 3 days
- Spirulina cycle: 72 hours
8.2 Container Specifications
- Type: 40-foot containers
- Quantity per module: 4 containers
- Total containers: 21 modules × 4 = 84 containers
8.3 Mining Equipment
- 4NK Flex Miner: 2kW per unit
- Power consumption: Variable based on number of miners
9. Data Model Requirements
9.1 Waste Data Model
- Waste type identification
- Origin classification
- Physical and chemical characteristics
- BMP values
- Water content
- Regulatory needs
- Storage constraints
9.2 Regulator Data Model
- Regulator type (waste or natural)
- Regulatory characteristics
- Application conditions
- Dosage specifications
9.3 Service Data Model
- Service type
- Pricing structure (10-year model)
- Module association
- Project association
9.4 Yield Data Model
- Material outputs
- Gas outputs
- Energy outputs
- Electrical power metrics
- Bitcoin production metrics
9.5 Business Plan Data Model
-
Project Header:
- Start date - End date
- Treatment site(s) association
- Collection site(s) association
- Number of modules
-
Economic Characteristics (per year, 10 years):
- Revenues (all service revenues, partnerships, other)
- Variable costs (rental, commissions, transport, other)
- Fixed costs (salaries, marketing, R&D, administrative, other)
- Investments (equipment, technology, patents/IP)
- Use of raised funds (development, marketing, team, structure)
- KPIs (active users/clients, CAC, LTV, break-even)
-
Pricing Characteristics (per year):
- Valorization parameters (waste treatment, fertilizer, heat, carbon equivalents, bitcoin, land)
- Valorization calculations with formulas
- Parameter values
-
Financial Calculations:
- Gross margin
- Operating result (EBITDA)
- Cash flow
- Funding need
- Break-even point
- CAC and LTV
9.6 Project Data Model
- Project identification
- Treatment site association
- Modules per year configuration
- Waste sites association
- Transport configuration
- Waste characteristics overrides
- Administrative procedures tracking
- Investment tracking
9.7 Treatment Site Data Model
- Site identification
- Geographic data (altitude, coordinates)
- Monthly temperature data (12 values)
- Available ground surface
- Subscribed services list
- Status tracking
9.8 Administrative Procedure Data Model
- Procedure type
- Standard delays
- Contact information
- Applicable regions
- Status tracking per project
9.9 Investor Data Model
- Investor type
- Investment amount range (min/max)
- Geographic regions
- Waste quantity range (min/max)
- Waste type preferences
- Solar panel capacity range (min/max)
- Status tracking per project
9.10 Waste Site Data Model
- Site identification
- Waste type
- Quantity range (min/max per day)
- Contact information
- Collection type
- Distance from treatment site
- Status tracking
9.11 Authentication Data Model
- User credentials (username/password)
- Session information
- Login status
- Access timestamp
9.12 Local Storage Data Model
- Storage structure: JSON format
- Data versioning
- Timestamp for each data entry
- Data categories:
- Projects
- Configurations
- Yields
- Business plans
- Sites
- Investors
- Administrative procedures
10. Calculation Requirements
10.1 Methane Production
- Based on BMP (Nm³ CH₄/kg VS)
- Waste input quantities
- Processing efficiency factors
10.2 Energy Calculations
- Biogas to electricity conversion
- Solar panel output
- Module consumption
- Net energy balance
10.3 Bitcoin Production
- Formula: 79.2 × 0.0001525 / flex miner
- Based on number of 4NK flex miners
- Annual production calculation
10.4 Water Balance
- Input water from waste (75% of 67T)
- Water consumption in processes
- Water output from spirulina cycle
- Inter-container water cycles
10.5 Fertilizer Production
- Based on composting output
- Quality parameters (N, P, K)
- Standardization requirements
10.6 Valorization Calculations
Waste Treatment Valorization
- Formula:
Waste_treatment_valorization (€/year) = Waste_quantity (t/year) × 100 €/t - Parameter: 100 €/t
Fertilizer Valorization
- Formula:
Fertilizer_valorization (€/year) = Fertilizer_quantity (t/year) × 215 €/t - Parameter: 215 €/t
Heat Valorization
- Formula:
Heat_valorization (€/year) = Heat_quantity (t/year) × 0.12 €/t - Parameter: 0.12 €/t
Carbon Equivalent - Burned Methane (CH₄)
- Formula:
CH4_carbon_valorization (€/year) = CH4_quantity (tCO₂e/year) × 172 €/tCO₂e - Parameter: 630 €/tC ≈ 172 €/tCO₂e
- Conversion: 1 tC = 3.67 tCO₂e
Carbon Equivalent - Sequestered CO₂
- Formula:
CO2_carbon_valorization (€/year) = CO2_sequestered (tCO₂e/year) × 27 €/tCO₂e - Parameter: 100 €/tC ≈ 27 €/tCO₂e
- Conversion: 1 tC = 3.67 tCO₂e
Carbon Equivalent - Avoided Electricity Consumption
- Formula:
Energy_carbon_valorization (€/year) = Electricity_avoided (kW/year) × 0.12 €/kW - Parameter: 0.12 €/kW
Bitcoin Valorization
- Formula:
Bitcoin_value (€) = Bitcoin_quantity (BTC) × 100,000 €/BTC - Parameter: 100,000 €/BTC
Land Valorization (Brownfield)
- Formula:
Land_valorization (€) = Brownfield_area (m²) × valorization_rate (€/m²) - Parameter: 4000 m² brownfield (configurable valorization rate)
10.7 Financial Calculations
Gross Margin
- Formula:
Gross_Margin = Total_Revenues - Total_Variable_Costs
Operating Result (EBITDA)
- Formula:
EBITDA = Gross_Margin - Total_Fixed_Costs
Cash Flow
- Formula:
Cash_Flow = EBITDA - Non_cash_adjustments - Working_capital_changes
Funding Need
- Formula:
Funding_Need = Total_Investments - Available_Cash - Cash_Flow
Break-even Point
- Formula:
Break_even_days = Fixed_Costs / (Daily_Revenue - Daily_Variable_Costs)
Customer Acquisition Cost (CAC)
- Formula:
CAC = Marketing_Costs / Number_of_New_Customers
Lifetime Value (LTV)
- Formula:
LTV = Average_Revenue_per_Customer × Average_Customer_Lifespan
11. User Interface Requirements
11.0 Calculation Rules Display (General Requirement)
Mandatory Display of Calculation Rules:
- Always Visible: Calculation formulas and rules must always be displayed on pages that show calculated results
- Display Format:
- Formulas displayed in monospace font (JetBrains Mono, Fira Code, or Courier New)
- Clear formatting with variable names and values
- Formulas can be displayed inline, in expandable sections, or in dedicated formula panels
- Content Requirements:
- Show the complete calculation formula
- Display input parameters used in the calculation
- Show intermediate calculation steps when applicable
- Indicate units of measurement
- Reference to calculation source/section when applicable
- Placement:
- Next to or below calculated values
- In expandable/collapsible sections for complex formulas
- In tooltips for simple formulas (with option to expand)
- In dedicated "Calculation Rules" panel or section
- Examples:
- Bitcoin calculation:
BTC/year = 79.2 × 0.0001525 / flex_miner - Methane production:
Methane (m³/day) = BMP × Waste_quantity × Efficiency_factor - Energy conversion:
Energy (kW.h/day) = Energy (kJ/day) / 3600
- Bitcoin calculation:
- Styling:
- Background: Background Secondary
- Border: 1px solid Border
- Padding: 12px 16px
- Border radius: 8px
- Font: Monospace, Body Small size
- Text color: Text Primary
11.1 Configuration Pages
- Intuitive form-based interfaces
- Dropdown selections for waste types
- Parameter input fields with validation
- Real-time calculation previews
- Calculation Rules Visibility:
- Display calculation formulas when parameters affect calculations
- Show how input parameters influence results
- Display validation rules and constraints
- Use monospace font for formulas and technical expressions
11.2 Yields Display
- Dashboard-style visualization
- Real-time metrics
- Historical data tracking
- Export capabilities
- Calculation Rules Visibility:
- Always display calculation formulas alongside calculated values
- Show formulas in expandable sections or tooltips
- Display input parameters used in each calculation
- Use monospace font for formulas
- Format: Formula displayed clearly with variable names and values
11.3 Business Plan Interface
-
Project Header Section:
- Date range selector (start date - end date)
- Treatment site(s) selection
- Collection site(s) selection
- Number of modules input
-
Economic Characteristics Section (per year, 10-year view):
- Revenues table/inputs (all service revenues, partnerships, other)
- Variable costs table/inputs (rental, commissions, transport, other)
- Fixed costs table/inputs (salaries, marketing, R&D, administrative, other)
- Investments table/inputs (equipment, technology, patents/IP)
- Use of raised funds table/inputs (development, marketing, team, structure)
- KPIs display/inputs (active users/clients, CAC, LTV, break-even)
- Automatic calculations (gross margin, EBITDA, cash flow, funding need)
-
Pricing Characteristics Section (per year):
- Valorization parameter configuration
- Valorization calculation display with formulas
- Parameter value inputs (€/t, €/tCO₂e, €/kW, €/BTC, etc.)
- Real-time valorization calculations
-
Financial Projections Display:
- 10-year financial table/graph
- Year-by-year breakdown
- Cumulative calculations
- Report generation and export
-
Calculation Rules Visibility:
- Always display financial calculation formulas
- Show pricing calculation rules (per module, per year, 10-year model)
- Display ROI calculation formulas
- Show revenue and cost calculation methods
- Display all valorization formulas with parameters
- Use monospace font for formulas
- Format: Formulas displayed clearly with explanations
11.4 Project Management Interface
- Project creation and editing
- Treatment site configuration
- Waste site management
- Investor management
- Administrative procedures tracking
- Status workflow management
- Multi-project dashboard
11.5 Authentication Interface
- Simple login page
- Username/password input
- Session status display
- Logout functionality
- Localhost access indicator
11.6 UI/UX Design System
11.6.1 Color Palette
Note: All colors defined below are for dark mode only. The application does not support theme switching.
Primary Colors
- Primary Green: #2D7A4F (Main brand color - waste treatment, sustainability)
- Primary Green Light: #4A9D6E (Hover states, highlights)
- Primary Green Dark: #1F5A3A (Active states, emphasis)
- Primary Green Accent: #6BC48A (Success states, positive actions)
Secondary Colors
- Secondary Blue: #2563EB (Information, data visualization)
- Secondary Blue Light: #3B82F6 (Hover states)
- Secondary Blue Dark: #1E40AF (Active states)
Neutral Colors (Dark Mode Only)
- Background: #1A1A1A (Main background)
- Background Secondary: #2D2D2D (Secondary surfaces, cards)
- Background Tertiary: #404040 (Borders, dividers)
- Text Primary: #FFFFFF (Main text, headings)
- Text Secondary: #B0B0B0 (Secondary text, labels)
- Text Tertiary: #808080 (Placeholder text, disabled)
- Border: #404040 (Default borders)
- Border Focus: #4A9D6E (Focus states - Primary Green Light)
Status Colors
- Success: #10B981 (Positive actions, success messages)
- Warning: #F59E0B (Warnings, caution)
- Error: #EF4444 (Errors, destructive actions)
- Info: #3B82F6 (Informational messages)
- Pending: #F59E0B (In progress states)
- Completed: #10B981 (Completed states)
- To Do: #6C757D (Pending states)
Status Workflow Colors
- To be approached: #F59E0B (Orange - initial state)
- LOI OK: #3B82F6 (Blue - letter of intent approved)
- In progress: #8B5CF6 (Purple - active work)
- Completed: #10B981 (Green - finished)
- N/A: #9CA3AF (Gray - not applicable)
11.6.2 Typography
Font Family
- Primary Font: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', sans-serif
- Monospace Font: 'JetBrains Mono', 'Fira Code', 'Courier New', monospace (for technical data, calculations)
Font Sizes
- H1: 2.5rem (40px) - Page titles
- H2: 2rem (32px) - Section titles
- H3: 1.5rem (24px) - Subsection titles
- H4: 1.25rem (20px) - Card titles
- Body Large: 1.125rem (18px) - Important body text
- Body: 1rem (16px) - Default body text
- Body Small: 0.875rem (14px) - Secondary text, labels
- Caption: 0.75rem (12px) - Captions, metadata
Font Weights
- Bold: 700 - Headings, emphasis
- Semi-bold: 600 - Subheadings, important labels
- Medium: 500 - Buttons, interactive elements
- Regular: 400 - Body text
- Light: 300 - Decorative text
Line Heights
- Tight: 1.2 - Headings
- Normal: 1.5 - Body text
- Relaxed: 1.75 - Long-form content
11.6.3 Spacing System
Base Unit
- Base: 4px (all spacing multiples of 4)
Spacing Scale
- xs: 4px (0.25rem)
- sm: 8px (0.5rem)
- md: 16px (1rem)
- lg: 24px (1.5rem)
- xl: 32px (2rem)
- 2xl: 48px (3rem)
- 3xl: 64px (4rem)
- 4xl: 96px (6rem)
Component Spacing
- Form fields: 16px vertical spacing
- Card padding: 24px
- Section spacing: 48px
- Page padding: 32px
11.6.4 Border Radius
- None: 0px - Sharp corners
- sm: 4px - Small elements (badges, tags)
- md: 8px - Default (buttons, inputs, cards)
- lg: 12px - Large cards, modals
- xl: 16px - Hero sections
- Full: 9999px - Pills, avatars
11.6.5 Shadows (Dark Mode)
- sm: 0 1px 2px 0 rgba(0, 0, 0, 0.3) - Subtle elevation
- md: 0 4px 6px -1px rgba(0, 0, 0, 0.4), 0 2px 4px -1px rgba(0, 0, 0, 0.3) - Cards
- lg: 0 10px 15px -3px rgba(0, 0, 0, 0.5), 0 4px 6px -2px rgba(0, 0, 0, 0.4) - Modals, dropdowns
- xl: 0 20px 25px -5px rgba(0, 0, 0, 0.6), 0 10px 10px -5px rgba(0, 0, 0, 0.5) - Large modals
- Note: Shadows are more pronounced in dark mode for better depth perception
11.6.6 Components
Buttons
-
Primary Button:
- Background: Primary Green (#2D7A4F)
- Text: #FFFFFF (White)
- Padding: 12px 24px
- Border radius: 8px
- Font weight: 500
- Hover: Primary Green Light (#4A9D6E)
- Active: Primary Green Dark (#1F5A3A)
- Disabled: Background Secondary, Text Tertiary, cursor: not-allowed
-
Secondary Button:
- Background: Transparent
- Border: 1px solid Border
- Text: Text Primary
- Padding: 12px 24px
- Border radius: 8px
- Hover: Background Secondary
-
Danger Button:
- Background: Error (#EF4444)
- Text: #FFFFFF (White)
- Hover: Darker red shade
-
Icon Button:
- Square: 40px × 40px
- Circular border radius
- Icon centered
Input Fields
-
Text Input:
- Height: 44px
- Background: Background Secondary
- Padding: 12px 16px
- Border: 1px solid Border
- Border radius: 8px
- Text color: Text Primary
- Focus: 2px solid Border Focus
- Error: Border Error color
- Placeholder: Text Tertiary
-
Select/Dropdown:
- Same as text input
- Background: Background Secondary
- Dropdown options: Background Secondary
- Dropdown arrow indicator
- Max height: 300px for options list
-
Textarea:
- Min height: 100px
- Background: Background Secondary
- Text color: Text Primary
- Resizable: vertical only
- Same border and focus styles as input
-
Checkbox/Radio:
- Size: 20px × 20px
- Border: 2px solid Border
- Checked: Primary Green background
- Focus: Ring with Border Focus color
Cards
-
Card Container:
- Background: Background Secondary
- Padding: 24px
- Border radius: 12px
- Shadow: md
- Border: 1px solid Border (optional)
-
Card Header:
- Padding bottom: 16px
- Border bottom: 1px solid Border (optional)
- Font size: H4
- Font weight: 600
Status Badges
- Badge:
- Padding: 4px 12px
- Border radius: Full
- Font size: Body Small
- Font weight: 500
- Colors based on status (see Status Colors)
Tables
-
Table Container:
- Border: 1px solid Border
- Border radius: 8px
- Overflow: hidden
-
Table Header:
- Background: Background Secondary
- Font weight: 600
- Padding: 12px 16px
- Text align: left
-
Table Row:
- Border bottom: 1px solid Border
- Padding: 12px 16px
- Hover: Background Secondary
Navigation
-
Sidebar Navigation:
- Width: 256px (collapsed: 64px)
- Background: Background Secondary (#2D2D2D)
- Border right: 1px solid Border (#404040)
- Active item: Primary Green background (#2D7A4F), white text (#FFFFFF)
- Active indicator: Left border 3px solid Primary Green
- Hover: Background Tertiary (#404040)
- Icon size: 20px (Medium)
- Item padding: 12px 16px
- Font: Body, Text Primary
- Transition: 200ms ease-in-out
-
Top Navigation (Header):
- Height: 64px
- Background: Background Secondary (#2D2D2D)
- Border bottom: 1px solid Border (#404040)
- Padding: 0 32px
- Display: Flex, space-between, align-center
- Contains: Logo (left), Project selector (center), User info + Logout (right)
-
Breadcrumbs:
- Position: Top of main content area
- Font: Body Small, Text Secondary (#B0B0B0)
- Separator: ">" icon, Text Tertiary (#808080)
- Padding: 16px 0
- Clickable: All items except current page
Modals/Dialogs
-
Modal Overlay:
- Background: rgba(0, 0, 0, 0.7)
- Backdrop blur: 4px
-
Modal Container:
- Background: Background Secondary
- Border radius: 16px
- Shadow: xl
- Max width: 600px (default)
- Padding: 32px
- Border: 1px solid Border
Forms
-
Form Group:
- Margin bottom: 24px
-
Label:
- Font size: Body Small
- Font weight: 500
- Color: Text Primary
- Margin bottom: 8px
- Display: block
-
Error Message:
- Font size: Caption
- Color: Error
- Margin top: 4px
-
Help Text:
- Font size: Caption
- Color: Text Secondary
- Margin top: 4px
Calculation Formula Display
-
Formula Container:
- Background: Background Secondary
- Border: 1px solid Border
- Border radius: 8px
- Padding: 12px 16px
- Margin: 8px 0
-
Formula Label:
- Font size: Body Small
- Font weight: 500
- Color: Text Secondary
- Margin bottom: 8px
-
Formula Content:
- Font: Monospace (JetBrains Mono, Fira Code, or Courier New)
- Font size: Body Small
- Color: Text Primary
- White-space: pre-wrap (preserve formatting)
- Line height: 1.6
-
Formula Variables:
- Display input values used in calculation
- Format:
variable_name = value (unit) - Color: Text Secondary for variable names, Text Primary for values
-
Expandable Formula (for complex calculations):
- Collapsed: Show formula summary
- Expanded: Show full formula with steps
- Toggle button: Icon button with chevron
11.6.7 Icons
- Icon Library: Heroicons, Lucide, or similar
- Icon Size:
- Small: 16px
- Medium: 20px
- Large: 24px
- Extra Large: 32px
- Icon Style: Outline for most cases, solid for emphasis
- Icon Color: Inherit text color or use semantic colors
11.6.8 Data Visualization
Charts
- Color Scheme: Use Primary Green and Secondary Blue as base
- Grid Lines: Border color, opacity 0.3
- Axis Labels: Text Secondary, Body Small
- Tooltips: Background Secondary, shadow md, padding 8px 12px
Metrics/KPI Cards
- Value: H2 or H3, Primary Green or Text Primary
- Label: Body Small, Text Secondary
- Trend Indicator: Arrow icon with Success/Error color
- Background: Background Secondary
- Border: Optional, 1px solid Border
11.6.9 Layout
Grid System
- Container Max Width: 1280px
- Grid Columns: 12 columns
- Gutter: 24px
- Target Platform: Desktop only (minimum width: 1024px)
- No Mobile Support: Application designed exclusively for desktop browsers
Page Structure
- Header: Fixed or sticky, 64px height, Background Secondary
- Sidebar: Fixed, 256px width (collapsible), Background Secondary
- Main Content: Flexible, padding 32px, Background (dark)
- Footer: Optional, 64px height, Background Secondary
11.6.10 UX Principles
Navigation
- Breadcrumbs: Show current location in multi-level navigation
- Active States: Clear indication of current page/section
- Back Navigation: Consistent back button placement
Feedback
- Loading States: Skeleton loaders or spinners
- Success Messages: Toast notifications, green badge
- Error Messages: Inline errors, toast notifications, red badge
- Confirmation Dialogs: For destructive actions
Accessibility
- Color Contrast: Minimum WCAG AA (4.5:1 for normal text, 3:1 for large text)
- Focus Indicators: Visible focus rings (2px, Border Focus color)
- Keyboard Navigation: Full keyboard support
- Screen Readers: Proper ARIA labels, semantic HTML
- Text Alternatives: Alt text for icons and images
Desktop-Only Design
- No Mobile Version: Application is desktop-only, no mobile compatibility
- No Responsive Design: Fixed layout optimized for desktop screens (minimum 1024px width)
- No Touch Support: Designed for mouse and keyboard interaction only
- Fixed Layout: Sidebar and components maintain fixed sizes, no responsive breakpoints
Consistency
- Component Reuse: Use consistent components throughout
- Spacing: Follow spacing system
- Terminology: Consistent language across application
- Patterns: Reuse interaction patterns
11.6.11 Component Architecture Principles
Code Reusability
- Maximum Reuse: Prioritize component reuse over creating new components
- Shared Components Library: Maintain a centralized library of reusable components
- Composition Over Duplication: Build complex components by composing simple ones
- DRY Principle: Don't Repeat Yourself - extract common logic into reusable functions/components
- Component Hierarchy:
- Base components (Button, Input, Card) - most reusable
- Composite components (Form, Table, Modal) - composed of base components
- Page-specific components - minimal, use composites when possible
- Props Interface: Standardize props interfaces across similar components
- Shared Utilities: Extract common utilities, helpers, and hooks into shared modules
- Template Patterns: Use consistent patterns for similar features (CRUD operations, forms, lists)
Component Simplicity
- Simple Technical Implementation:
- Avoid complex state management patterns
- Prefer straightforward component structure
- Use standard React patterns (functional components, hooks)
- Avoid advanced optimizations (memo, useMemo, useCallback)
- Keep components focused on single responsibility
- Readable Code:
- Clear naming conventions
- Simple logic flow
- Minimal nesting
- Self-documenting code
- No Premature Optimization:
- Write straightforward code first
- Avoid performance optimizations unless explicitly needed
- Focus on functionality and maintainability
- Standard Patterns:
- Use standard library functions
- Follow framework conventions
- Avoid custom abstractions unless necessary
- Component Size:
- Keep components small and focused
- Split large components into smaller, reusable pieces
- Maximum 200-300 lines per component file
Component Structure
- Base Components (highest reusability):
- Button, Input, Select, Textarea, Checkbox, Radio
- Card, Badge, Label, Icon
- Modal, Toast, Tooltip
- FormulaDisplay (for showing calculation rules)
- Composite Components (medium reusability):
- Form (composed of Input, Select, etc.)
- Table (composed of Card, Badge, etc.)
- Navigation (composed of Button, Icon, etc.)
- DataDisplay (composed of Card, Badge, etc.)
- Page Components (low reusability, use composites):
- Configuration pages use Form components
- Yields page uses DataDisplay components
- Business plan uses shared calculation components
Shared Code Organization
-
Components Directory Structure:
/components /base # Most reusable (Button, Input, etc.) /composite # Composed components (Form, Table, etc.) /layout # Layout components (Header, Sidebar, etc.) /shared # Shared business logic components -
Utilities Directory:
/utils /calculations # Calculation functions /formatters # Data formatting /validators # Validation functions /constants # Shared constants -
Hooks Directory:
/hooks /useForm # Form management /useStorage # LocalStorage management /useAuth # Authentication
Reusability Guidelines
- Before Creating New Component:
- Check if existing component can be extended with props
- Check if composition of existing components solves the need
- Only create new component if truly unique functionality needed
- Component Props:
- Use flexible props to allow reuse in different contexts
- Provide sensible defaults
- Support common use cases out of the box
- Styling:
- Use shared style constants/variables
- Support className prop for customization
- Avoid inline styles, use CSS classes or styled-components consistently
- State Management:
- Keep state local when possible
- Use shared state management only when necessary
- Prefer props over context for simple data passing
Technical Constraints
- No Performance Optimizations:
- Do not use React.memo()
- Do not use useMemo() for calculations
- Do not use useCallback() for functions
- Do not implement code splitting
- Do not implement lazy loading
- Do not optimize re-renders
- Keep code simple and straightforward
- Standard Implementation:
- Use standard React hooks (useState, useEffect, useContext)
- Use standard JavaScript/TypeScript features
- Avoid complex patterns or abstractions
- Prefer explicit over implicit
- Simplicity First:
- If there's a simple way and a complex way, choose simple
- Avoid over-engineering
- Focus on working code over optimized code
11.6.12 Animation & Transitions
Transitions
- Duration:
- Fast: 150ms (hover, active states)
- Normal: 200ms (default transitions)
- Slow: 300ms (page transitions, modals)
- Easing:
- Default: ease-in-out
- Enter: ease-out
- Exit: ease-in
Animations
- Fade In: For modals, dropdowns
- Slide: For sidebars, drawers
- Scale: For buttons on click
- Pulse: For loading indicators
- Smooth Scrolling: For page navigation
11.6.13 Theme Configuration
Dark Mode Only - No Theme Switching
- The application uses dark mode exclusively
- No theme selector or switching functionality
- No light mode support
- All color definitions above are for dark mode
- Color palette:
- Background: #1A1A1A
- Background Secondary: #2D2D2D
- Text Primary: #FFFFFF
- Text Secondary: #B0B0B0
- Border: #404040
- Maintain consistent color relationships and contrast ratios throughout
12. Validation Rules
12.1 Waste Configuration
- BMP values must be positive
- Water percentage: 0-100%
- Storage duration must be realistic
- Origin units must be valid
12.2 Regulator Configuration
- Dosage must be within safe limits
- Compatibility checks with waste types
- Application timing validation
12.3 Service Configuration
- Pricing must be positive
- Service combinations must be valid
- Module capacity constraints
12.4 Yield Calculations
- Energy balance validation
- Material balance validation
- Gas production validation
12.5 Project Configuration
- Treatment site must be valid
- Module count must be positive
- Waste sites must be compatible
- Investment amounts must be within investor ranges
- Administrative procedures must be valid
- Distance calculations must be realistic
12.6 Treatment Site Configuration
- Temperature values must be realistic
- Altitude must be valid
- Surface area must accommodate modules
- Services must be compatible
12.7 Waste Site Configuration
- Quantity ranges must be positive
- Distance must be realistic
- Collection type must be valid
- Waste type must match project requirements
13. Integration Requirements
13.1 Data Persistence
- Storage mechanism: Browser-based storage (localStorage, IndexedDB)
- Data types stored:
- Configuration storage
- Historical yield data
- Business plan storage
- Project management
- Treatment site data
- Waste site data
- Investor data
- Administrative procedures tracking
- User authentication data
- Persistence strategy: Automatic save on data modification
- Data backup: Export/import functionality for data backup
- Storage limits: Browser storage quota management
- Data migration: Support for data structure versioning and migration
13.2 Reporting
- Yield reports
- Business plan reports
- Service reports
- Export formats (PDF, Excel, CSV)
13.3 Real-time Updates
- Live yield calculations
- Dynamic pricing updates
- Real-time energy balance
13.4 Security Requirements
- Localhost restriction: Application must only run on localhost
- No network access: No external API calls or network requests
- Client-side only: All processing and storage on client-side
- Authentication: Simple login system for local access control
- Data encryption: Optional encryption for sensitive data in local storage
14. Future Enhancements
14.1 Advanced Features
- Multi-project management
- Comparative analysis
- Optimization algorithms
- Predictive modeling
14.2 Integration Capabilities
- External data sources
- API integrations
- Third-party service connections