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Renko Trend Signals from an HL2 Exponential Moving Average

Article Strategy library · Author: ChaoZhang

Summary

This trend-following method uses Renko bars and an exponential moving average of the midpoint between each bar's high and low. A close crossing above the 22-period average opens a long position; a cross below opens a short. Trading is restricted to a selected session, and exits can use fixed profit and loss distances or a trailing stop. Renko bars are intended to reduce sensitivity to small price fluctuations, while the average supplies a directional reference.

The document explains the rationale and identifies configurable stop and session settings. Its published backtest configuration uses BTC_USDT futures, hourly chart data with 15-minute base data, over January 2024. It provides no return, drawdown, or trade statistics, so the claimed benefits are not demonstrated. The discussion notes that moving-average crosses can whipsaw, Renko box sizing can affect signals, sudden events can create gap risk, and fixed exits may not adapt to changing volatility. Suggested refinements include testing box and average settings, adding filters, and using volatility-responsive risk controls.

Key ideas

  • A cross of the Renko close above or below the HL2 exponential average sets the trade direction.
  • The strategy restricts new entries to a configurable trading session.
  • Fixed profit and loss exits and a trailing stop are available as risk controls.
  • Renko construction and average length can change signal timing and frequency.
  • The supplied backtest settings contain no performance results to validate the approach.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.