Deutsch DE
Auf GitHub ansehen

Arpit Bollinger Band Strategy

Bollinger Band breakout strategy that waits for a close outside the bands two candles ago and enters when price breaks the extreme of that bar.

  • Indicators: Bollinger Bands (EMA 20, deviation 1.5)
  • Entry: Long when price closed below the lower band two bars ago and current high exceeds that bar's high. Short when price closed above the upper band two bars ago and current low falls below that bar's low.
  • Stops: Stop placed beyond the current candle range with a 5% buffer and take profit based on a risk‑reward ratio.
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;

/// <summary>
/// Bollinger Band strategy - buys when price crosses below lower band (reversal),
/// sells when price crosses above upper band (reversal). Uses cooldown between trades.
/// </summary>
public class ArpitBollingerBandStrategy : Strategy
{
	private readonly StrategyParam<DataType> _candleType;
	private readonly StrategyParam<int> _bollingerLength;
	private readonly StrategyParam<decimal> _bollingerMultiplier;
	private readonly StrategyParam<int> _cooldownBars;

	private decimal _prevClose;
	private decimal _prevUpper;
	private decimal _prevLower;
	private int _barIndex;
	private int _lastTradeBar;

	/// <summary>
	/// Candle type.
	/// </summary>
	public DataType CandleType
	{
		get => _candleType.Value;
		set => _candleType.Value = value;
	}

	/// <summary>
	/// Bollinger Bands length.
	/// </summary>
	public int BollingerLength
	{
		get => _bollingerLength.Value;
		set => _bollingerLength.Value = value;
	}

	/// <summary>
	/// Bollinger Bands standard deviation multiplier.
	/// </summary>
	public decimal BollingerMultiplier
	{
		get => _bollingerMultiplier.Value;
		set => _bollingerMultiplier.Value = value;
	}

	/// <summary>
	/// Cooldown bars between trades.
	/// </summary>
	public int CooldownBars
	{
		get => _cooldownBars.Value;
		set => _cooldownBars.Value = value;
	}

	/// <summary>
	/// Constructor.
	/// </summary>
	public ArpitBollingerBandStrategy()
	{
		_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(1).TimeFrame())
			.SetDisplay("Candle Type", "Type of candles", "General");

		_bollingerLength = Param(nameof(BollingerLength), 20)
			.SetGreaterThanZero()
			.SetDisplay("Length", "Bollinger Bands length", "Bollinger");

		_bollingerMultiplier = Param(nameof(BollingerMultiplier), 2.0m)
			.SetGreaterThanZero()
			.SetDisplay("Multiplier", "StdDev multiplier", "Bollinger");

		_cooldownBars = Param(nameof(CooldownBars), 350)
			.SetDisplay("Cooldown Bars", "Bars between trades", "Trading");
	}

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

	/// <inheritdoc />
	protected override void OnReseted()
	{
		base.OnReseted();
		_prevClose = 0;
		_prevUpper = 0;
		_prevLower = 0;
		_barIndex = 0;
		_lastTradeBar = 0;
	}

	/// <inheritdoc />
	protected override void OnStarted2(DateTime time)
	{
		base.OnStarted2(time);

		var bollinger = new BollingerBands
		{
			Length = BollingerLength,
			Width = BollingerMultiplier,
		};

		var subscription = SubscribeCandles(CandleType);
		subscription
			.BindEx(bollinger, ProcessCandle)
			.Start();

		var area = CreateChartArea();
		if (area != null)
		{
			DrawCandles(area, subscription);
			DrawIndicator(area, bollinger);
			DrawOwnTrades(area);
		}
	}

	private void ProcessCandle(ICandleMessage candle, IIndicatorValue bbValue)
	{
		if (candle.State != CandleStates.Finished)
			return;

		_barIndex++;

		if (bbValue.IsEmpty)
			return;

		var bb = (BollingerBandsValue)bbValue;
		var upper = bb.UpBand ?? 0m;
		var lower = bb.LowBand ?? 0m;

		if (upper == 0 || lower == 0)
			return;

		var cooldownOk = _barIndex - _lastTradeBar > CooldownBars;

		// Price crosses below lower band then returns above = buy reversal
		var crossUpFromBelow = _prevClose <= _prevLower && _prevLower > 0 && candle.ClosePrice > lower;
		// Price crosses above upper band then returns below = sell reversal
		var crossDownFromAbove = _prevClose >= _prevUpper && _prevUpper > 0 && candle.ClosePrice < upper;

		if (crossUpFromBelow && Position <= 0 && cooldownOk)
		{
			BuyMarket();
			_lastTradeBar = _barIndex;
		}
		else if (crossDownFromAbove && Position >= 0 && cooldownOk)
		{
			SellMarket();
			_lastTradeBar = _barIndex;
		}

		_prevClose = candle.ClosePrice;
		_prevUpper = upper;
		_prevLower = lower;
	}
}