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Combined_NFIv7_SMA_bAdBoY_20211204 Strategy Analysis

Strategy Number: #130 (10th in Batch 13) Strategy Type: Multi-Condition Trend Following + Bollinger Band Rebound + Dynamic Take-Profit Timeframe: 5 Minutes (5m) + 1 Hour (1h) Dual Timeframe

I. Strategy Overview​

Combined_NFIv7_SMA_bAdBoY_20211204 is a variant of the NostalgiaForInfinityV7 series created by Freqtrade community developer iterativ. Created on December 4, 2021, the strategy inherits the core design philosophy of the Nostalgia For Infinity series, integrating multiple technical indicator protection mechanisms and multi-timeframe analysis.

From the strategy architecture, the strategy adopts a "protection layer + core signal" dual-layer filtering mechanism with 26 independent buy conditions and 8 sell conditions. Each condition includes protection combinations covering EMA, SMA200, Safe Dips, and Safe Pump mechanisms.

Core Features​

FeatureDescription
Buy Conditions26 independent buy signals (including #25), independently enableable/disableable
Sell Conditions8 basic sell signals + multi-layer dynamic take-profit + trailing stop
Protection Mechanisms8 groups (EMA, SMA200, Dip, Pump, etc.)
Timeframe5-minute primary + 1-hour informational
DependenciesTA-Lib, technical (qtpylib), numpy, pandas, zema

II. Strategy Configuration Analysis​

Basic Risk Parameters​

minimal_roi = {
    "0": 0.10,      # Immediate: 10% profit
    "30": 0.05,     # After 30 minutes: 5% profit
    "60": 0.02,     # After 60 minutes: 2% profit
}

stoploss = -0.10   # 10% hard stop-loss

trailing_stop = True
trailing_only_offset_is_reached = True
trailing_stop_positive = 0.005
trailing_stop_positive_offset = 0.030

III. Entry Conditions Details​

3.1 Protection Mechanisms​

  1. EMA Protection — Fast/slow EMA relative position
  2. SMA200 Trend Protection — Long-term trend direction
  3. Safe Dips Protection — 11 levels (10-110)
  4. Safe Pump Protection — 12 levels (10-120) with 24/36/48h periods

3.2 Core Buy Conditions​

TypeConditionsCore Logic
Early Trend Start1-6EMA crossover + Bollinger Band rebound with strict dip protection
Momentum Acceleration7-14EWO (Elliot Wave Oscillator) analysis
SMA200 Trend Confirmation15-24Emphasis on long-term trend protection
ZEMA Special Signals25-26Zero-lag EMA with custom parameters

Key Difference from Rallipanos version: This version includes buy_condition_25 (not skipped), giving it broader coverage of ZEMA-based signals.

IV. Exit Conditions Details​

4.1 8 Basic Sell Conditions​

  1. RSI + Bollinger Band Sell — RSI overbought + consecutive BB upper band closes
  2. Dual RSI Sell — 5m and 1h RSI both overbought
  3. RSI Single Overbought — RSI exceeds main threshold
  4. Dual-Timeframe RSI Sell — Both timeframes at high RSI
  5. EMA Relative Sell — Close below EMA200 but above EMA50
  6. EMA Death Cross Sell — EMA12 crosses below EMA26
  7. Bollinger Band Relative Sell — Price breaks 1h BB upper band
  8. Custom Stop-Loss Sell — Multi-layer custom risk management

4.2 Custom Stop-Loss Mechanism​

Includes:

  • Base Stop-Loss: Relative stop based on profit rate and RSI
  • Long-Holding Recovery Stop-Loss: For positions held >20 hours
  • Pump Protection Stop-Loss: Protective stop when abnormal volatility detected

4.3 Trailing Stop (3 Modes)​

  1. Standard Trailing — Profit 16%-60% range
  2. Below EMA200 Trailing — Profit protection when price drops below EMA200
  3. Long-Holding Trailing — Positions held over 900 minutes (~15 hours)

V. Technical Indicator System​

5.1 1-Hour Timeframe Indicators​

IndicatorPeriodPurpose
EMA12, 15, 20, 26, 35, 50, 100, 200Trend judgment
SMA200Long-term trend
RSI14Momentum
BB20, 2 stdVolatility
CMF20Money flow
Pump Protection24/36/48hFilter sharp rises

5.2 5-Minute Timeframe Indicators​

IndicatorPeriodPurpose
EMA12, 15, 20, 26, 35, 50, 100, 200Trend judgment
SMA5, 30, 200Trend/support/resistance
BB20, 40 (2 std)Volatility/rebound
RSI4, 14, 20Momentum
MFI14Money flow
EWO50, 200Momentum oscillator
ZEMA61Zero-lag EMA
Chopiness14Market smoothness

VI. Risk Management Features​

6.1 Multi-Layer Protection​

  1. Pre-Entry Protection: 8 protection mechanisms filter high-risk signals
  2. Mid-Holding Management: Trailing stop and dynamic take-profit protect profits
  3. Extreme Scenario Handling: Custom stop-loss for prolonged drawdowns

6.2 Pump and Dip Protection​

Same multi-level structure as other NFIv7 variants, with 11-12 levels and 24/36/48h windows.

VII. Strategy Pros & Cons​

Advantages​

  1. Multi-Condition Redundancy: 26 buy + 8 sell conditions provide high redundancy
  2. Strong Adaptability: Multi-level protection adapts to different volatility markets
  3. Strong Trend-Following: -10% stop-loss allows trends to fully develop
  4. Dual-Timeframe Confirmation: 1h trend confirmation reduces short-term noise

Limitations​

  1. High Parameter Complexity: Requires expertise for optimization
  2. Potentially Low Trading Frequency: Strict protection may filter signals
  3. Sensitive to Market Conditions: May underperform in highly volatile markets
  4. High Resource Consumption: Multi-timeframe calculation requires resources

VIII. Applicable Scenarios​

  • Mainstream coin trading (BTC, ETH, etc.)
  • Trend-clear markets (bull or clear rebound)
  • Medium-to-long-term trading
  • Strategy combinations with other strategies
  • High-volatility small coins
  • Sideways consolidation
  • Low-liquidity markets

IX. Live Trading Notes​

Performance by Market Type​

Market PhasePerformance RatingRecommended Adjustment
Early Bull⭐⭐⭐⭐⭐Normal use
Late Bull⭐⭐⭐☆☆Reduce position size
Bear Market⭐⭐☆☆☆Reduce trading pairs
Volatile⭐⭐⭐☆☆Increase stop-loss width

X. Summary​

Combined_NFIv7_SMA_bAdBoY_20211204 is a powerful multi-condition trend-following strategy. It inherits the excellent genes of the NostalgiaForInfinity series through 26 independent buy conditions and 8 sell conditions combined with multi-layer technical indicator protection mechanisms.

Core advantages:

  • Multi-condition redundancy provides stability
  • Dual-timeframe confirmation improves signal quality
  • Flexible parameter configuration adapts to different markets
  • Complete dynamic take-profit and trailing stop mechanisms

For experienced traders willing to invest time in strategy management, this is a worthwhile option.

Strategy Source: NostalgiaForInfinityV7 by iterativ Variant Version: bAdBoY_20211204 Creation Date: 2021-12-04