VWAP-Darvas Force Breakout Strategy

Family: breakout · Regime: trending · Complexity: high · Asset classes: FX, Equities, Futures · Timeframes: M15, M30, H1

Thesis

Market breakouts from consolidation zones are most reliable when they occur in the direction of the intra-day Volume-Weighted Average Price (VWAP) and are accompanied by high trend 'force' (TDFI) and momentum (TSI_CD). By anchoring risk to the breakout box (Boxline), we capture moves as the market shifts from balance to imbalance.

Components

• Daily Volume-Weighted Average Price (VWAP) (regime) — Filters for intra-day value; trades must be in the direction of the volume-weighted mean to ensure institutional alignment.
• Chandelier Exit Heiken Ashi Variant (direction) — Provides the primary directional bias by smoothing price noise via Heiken Ashi while accounting for volatility-based trailing stops.
• Darvas Boxes (Multi-Mode) (entry) — Identifies formal market structure breakouts after a period of price consolidation.
• Average True Range (ATR) (exit) — Used for volatility-adjusted profit taking to ensure exits scale with market movement magnitude.
• Boxline (Consolidation Zones) (risk) — Defines the 'invalidation zone' for the trade; the stop loss is anchored to the boundary of the most recent consolidation.
• TSI Convergence Divergence (TSI_CD) (confirmation) — Confirms that momentum is accelerating in the direction of the breakout to avoid low-velocity traps.
• Trend Direction and Force Index (TDFI) (volatility_filter) — Acts as a gatekeeper to ensure the market is in a 'Force' state, preventing entries during low-volatility exhaustion.

Known failure conditions

• TDFI remains within the dead_zone for extended periods despite price movement, indicating a lack of trend conviction.
• VWAP resets at session open frequently trigger stops due to artificial price jumps relative to the VWAP line.
• High frequency of Darvas Box breakouts that immediately reverse (failed breakouts) in low-volume environments.

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