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EMA Pullback Speed Strategy

The EMA Pullback Speed strategy uses a dynamic EMA that adapts to price acceleration. A long position opens when price returns to the dynamic EMA during an uptrend with a bullish reversal and sufficient upward speed. A short position opens on the opposite conditions. Exits use ATR-based stop loss and a fixed percentage take profit.

Details

  • Entry Criteria:
    • Long: Price above dynamic EMA, bullish reversal, price returned to EMA, positive speed, short EMA above long EMA, speed ≥ LongSpeedMin.
    • Short: Price below dynamic EMA, bearish reversal, price returned to EMA, negative speed, short EMA below long EMA, speed ≤ ShortSpeedMax.
  • Long/Short: Both sides.
  • Exit Criteria: ATR stop loss and fixed percent take profit.
  • Stops: AtrMultiplier×ATR stop loss, FixedTpPct% take profit.
  • Default Values:
    • MaxLength = 50
    • AccelMultiplier = 3
    • ReturnThreshold = 5
    • AtrLength = 14
    • AtrMultiplier = 4
    • FixedTpPct = 1.5
    • ShortEmaLength = 21
    • LongEmaLength = 50
    • LongSpeedMin = 1000
    • ShortSpeedMax = -1000
  • Filters:
    • Category: Trend following
    • Direction: Both
    • Indicators: EMA, ATR
    • Stops: ATR stop loss, fixed take profit
    • Complexity: Medium
    • Timeframe: 5m
    • Seasonality: No
    • Neural networks: No
    • Divergence: No
    • Risk level: Medium
using System;
using System.Collections.Generic;

using Ecng.Common;

using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;

namespace StockSharp.Samples.Strategies;

public class EmaPullbackSpeedStrategy : Strategy
{
	private readonly StrategyParam<int> _fastEmaPeriod;
	private readonly StrategyParam<int> _slowEmaPeriod;
	private readonly StrategyParam<DataType> _candleType;
	private decimal _prevFastEma;
	private decimal _prevSlowEma;

	public int FastEmaPeriod { get => _fastEmaPeriod.Value; set => _fastEmaPeriod.Value = value; }
	public int SlowEmaPeriod { get => _slowEmaPeriod.Value; set => _slowEmaPeriod.Value = value; }
	public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }

	public EmaPullbackSpeedStrategy()
	{
		_fastEmaPeriod = Param(nameof(FastEmaPeriod), 120)
			.SetGreaterThanZero()
			.SetDisplay("Fast EMA", "Fast EMA period", "Indicators");
		_slowEmaPeriod = Param(nameof(SlowEmaPeriod), 450)
			.SetGreaterThanZero()
			.SetDisplay("Slow EMA", "Slow EMA period", "Indicators");
		_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(1).TimeFrame())
			.SetDisplay("Candle Type", "Type of candles to use", "General");
	}

	public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
	{
		return [(Security, CandleType)];
	}

	protected override void OnReseted()
	{
		base.OnReseted();
		_prevFastEma = 0m;
		_prevSlowEma = 0m;
	}

	protected override void OnStarted2(DateTime time)
	{
		base.OnStarted2(time);
		var fastEma = new ExponentialMovingAverage { Length = FastEmaPeriod };
		var slowEma = new ExponentialMovingAverage { Length = SlowEmaPeriod };
		var subscription = SubscribeCandles(CandleType);
		subscription.Bind(fastEma, slowEma, ProcessCandle).Start();
		var area = CreateChartArea();
		if (area != null)
		{
			DrawCandles(area, subscription);
			DrawIndicator(area, fastEma);
			DrawIndicator(area, slowEma);
			DrawOwnTrades(area);
		}
	}

	private void ProcessCandle(ICandleMessage candle, decimal fastEmaValue, decimal slowEmaValue)
	{
		if (candle.State != CandleStates.Finished) return;
		if (_prevFastEma == 0m || _prevSlowEma == 0m)
		{
			_prevFastEma = fastEmaValue;
			_prevSlowEma = slowEmaValue;
			return;
		}
		if (_prevFastEma <= _prevSlowEma && fastEmaValue > slowEmaValue && Position <= 0)
			BuyMarket();
		else if (_prevFastEma >= _prevSlowEma && fastEmaValue < slowEmaValue && Position >= 0)
			SellMarket();
		_prevFastEma = fastEmaValue;
		_prevSlowEma = slowEmaValue;
	}
}