Ichimoku Tenkan/Kijun Cross Strategy
Ichimoku indicators provide a full trend-following system. This approach focuses on the Tenkan-sen crossing the Kijun-sen while price trades relative to the Kumo cloud. A bullish cross above the cloud signals trend continuation higher, whereas a bearish cross below the cloud suggests weakness.
Testing indicates an average annual return of about 142%. It performs best in the stocks market.
During operation the strategy calculates the Ichimoku components on each bar. When Tenkan rises above Kijun and price sits above the cloud, a long trade is initiated with a stop near Kijun. A cross in the opposite direction below the cloud triggers a short with a similar stop placement.
The system stays in the trade until the stop is hit or the cross reverses, aiming to catch sustained moves that follow the direction of the cloud.
Details
- Entry Criteria: Tenkan/Kijun cross with price relative to the Kumo cloud.
- Long/Short: Both.
- Exit Criteria: Stop-loss or opposite cross.
- Stops: Yes, at Kijun level.
- Default Values:
TenkanPeriod= 9KijunPeriod= 26SenkouSpanBPeriod= 52CandleType= 30 minute
- Filters:
- Category: Trend following
- Direction: Both
- Indicators: Ichimoku
- Stops: Yes
- Complexity: Intermediate
- Timeframe: Swing
- 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;
/// <summary>
/// Ichimoku Tenkan/Kijun Cross strategy.
/// Enters long when Tenkan crosses above Kijun and price is above Kumo.
/// Enters short when Tenkan crosses below Kijun and price is below Kumo.
/// Exits on opposite cross or Kumo breach.
/// </summary>
public class IchimokuTenkanKijunStrategy : Strategy
{
private readonly StrategyParam<int> _tenkanPeriod;
private readonly StrategyParam<int> _kijunPeriod;
private readonly StrategyParam<int> _senkouSpanBPeriod;
private readonly StrategyParam<DataType> _candleType;
private readonly StrategyParam<int> _cooldownBars;
private decimal _prevTenkan;
private decimal _prevKijun;
private int _cooldown;
/// <summary>
/// Tenkan period.
/// </summary>
public int TenkanPeriod
{
get => _tenkanPeriod.Value;
set => _tenkanPeriod.Value = value;
}
/// <summary>
/// Kijun period.
/// </summary>
public int KijunPeriod
{
get => _kijunPeriod.Value;
set => _kijunPeriod.Value = value;
}
/// <summary>
/// Senkou Span B period.
/// </summary>
public int SenkouSpanBPeriod
{
get => _senkouSpanBPeriod.Value;
set => _senkouSpanBPeriod.Value = value;
}
/// <summary>
/// Candle type.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <summary>
/// Cooldown bars.
/// </summary>
public int CooldownBars
{
get => _cooldownBars.Value;
set => _cooldownBars.Value = value;
}
/// <summary>
/// Constructor.
/// </summary>
public IchimokuTenkanKijunStrategy()
{
_tenkanPeriod = Param(nameof(TenkanPeriod), 9)
.SetRange(7, 13)
.SetDisplay("Tenkan Period", "Period for Tenkan-sen", "Ichimoku");
_kijunPeriod = Param(nameof(KijunPeriod), 26)
.SetRange(20, 30)
.SetDisplay("Kijun Period", "Period for Kijun-sen", "Ichimoku");
_senkouSpanBPeriod = Param(nameof(SenkouSpanBPeriod), 52)
.SetRange(40, 60)
.SetDisplay("Senkou Span B Period", "Period for Senkou Span B", "Ichimoku");
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(1).TimeFrame())
.SetDisplay("Candle Type", "Type of candles to use", "General");
_cooldownBars = Param(nameof(CooldownBars), 500)
.SetRange(1, 1000)
.SetDisplay("Cooldown Bars", "Bars to wait between trades", "General");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_prevTenkan = default;
_prevKijun = default;
_cooldown = default;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_prevTenkan = 0;
_prevKijun = 0;
_cooldown = 0;
var ichimoku = new Ichimoku
{
Tenkan = { Length = TenkanPeriod },
Kijun = { Length = KijunPeriod },
SenkouB = { Length = SenkouSpanBPeriod }
};
var subscription = SubscribeCandles(CandleType);
subscription
.BindEx(ichimoku, ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, ichimoku);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle, IIndicatorValue ichimokuIv)
{
if (candle.State != CandleStates.Finished)
return;
if (!ichimokuIv.IsFormed)
return;
if (!IsFormedAndOnlineAndAllowTrading())
return;
var iv = (IchimokuValue)ichimokuIv;
if (iv.Tenkan is not decimal tenkan || iv.Kijun is not decimal kijun ||
iv.SenkouA is not decimal senkouA || iv.SenkouB is not decimal senkouB)
return;
if (_prevTenkan == 0 || _prevKijun == 0)
{
_prevTenkan = tenkan;
_prevKijun = kijun;
return;
}
if (_cooldown > 0)
{
_cooldown--;
_prevTenkan = tenkan;
_prevKijun = kijun;
return;
}
var bullishCross = _prevTenkan <= _prevKijun && tenkan > kijun;
var bearishCross = _prevTenkan >= _prevKijun && tenkan < kijun;
var upperKumo = Math.Max(senkouA, senkouB);
var lowerKumo = Math.Min(senkouA, senkouB);
if (Position == 0 && bullishCross && candle.ClosePrice > upperKumo)
{
BuyMarket();
_cooldown = CooldownBars;
}
else if (Position == 0 && bearishCross && candle.ClosePrice < lowerKumo)
{
SellMarket();
_cooldown = CooldownBars;
}
else if (Position > 0 && (bearishCross || candle.ClosePrice < lowerKumo))
{
SellMarket();
_cooldown = CooldownBars;
}
else if (Position < 0 && (bullishCross || candle.ClosePrice > upperKumo))
{
BuyMarket();
_cooldown = CooldownBars;
}
_prevTenkan = tenkan;
_prevKijun = kijun;
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
from System import TimeSpan
from StockSharp.Messages import DataType, CandleStates
from StockSharp.Algo.Indicators import Ichimoku
from StockSharp.Algo.Strategies import Strategy
class ichimoku_tenkan_kijun_strategy(Strategy):
"""
Ichimoku Tenkan/Kijun Cross strategy.
Enters long when Tenkan crosses above Kijun and price is above Kumo.
Enters short when Tenkan crosses below Kijun and price is below Kumo.
Exits on opposite cross or Kumo breach.
"""
def __init__(self):
super(ichimoku_tenkan_kijun_strategy, self).__init__()
self._tenkan_period = self.Param("TenkanPeriod", 9).SetDisplay("Tenkan Period", "Period for Tenkan-sen", "Ichimoku")
self._kijun_period = self.Param("KijunPeriod", 26).SetDisplay("Kijun Period", "Period for Kijun-sen", "Ichimoku")
self._senkou_span_b_period = self.Param("SenkouSpanBPeriod", 52).SetDisplay("Senkou Span B Period", "Period for Senkou Span B", "Ichimoku")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(1))).SetDisplay("Candle Type", "Type of candles to use", "General")
self._cooldown_bars = self.Param("CooldownBars", 500).SetDisplay("Cooldown Bars", "Bars to wait between trades", "General")
self._prev_tenkan = 0.0
self._prev_kijun = 0.0
self._cooldown = 0
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(ichimoku_tenkan_kijun_strategy, self).OnReseted()
self._prev_tenkan = 0.0
self._prev_kijun = 0.0
self._cooldown = 0
def OnStarted2(self, time):
super(ichimoku_tenkan_kijun_strategy, self).OnStarted2(time)
self._prev_tenkan = 0.0
self._prev_kijun = 0.0
self._cooldown = 0
ichimoku = Ichimoku()
ichimoku.Tenkan.Length = self._tenkan_period.Value
ichimoku.Kijun.Length = self._kijun_period.Value
ichimoku.SenkouB.Length = self._senkou_span_b_period.Value
subscription = self.SubscribeCandles(self.candle_type)
subscription.BindEx(ichimoku, self._process_candle).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, ichimoku)
self.DrawOwnTrades(area)
def _process_candle(self, candle, ichimoku_iv):
if candle.State != CandleStates.Finished:
return
if not ichimoku_iv.IsFormed:
return
tenkan_val = ichimoku_iv.Tenkan
kijun_val = ichimoku_iv.Kijun
senkou_a_val = ichimoku_iv.SenkouA
senkou_b_val = ichimoku_iv.SenkouB
if tenkan_val is None or kijun_val is None or senkou_a_val is None or senkou_b_val is None:
return
tenkan = float(tenkan_val)
kijun = float(kijun_val)
senkou_a = float(senkou_a_val)
senkou_b = float(senkou_b_val)
if self._prev_tenkan == 0 or self._prev_kijun == 0:
self._prev_tenkan = tenkan
self._prev_kijun = kijun
return
if self._cooldown > 0:
self._cooldown -= 1
self._prev_tenkan = tenkan
self._prev_kijun = kijun
return
bullish_cross = self._prev_tenkan <= self._prev_kijun and tenkan > kijun
bearish_cross = self._prev_tenkan >= self._prev_kijun and tenkan < kijun
upper_kumo = max(senkou_a, senkou_b)
lower_kumo = min(senkou_a, senkou_b)
close = float(candle.ClosePrice)
cd = self._cooldown_bars.Value
if self.Position == 0 and bullish_cross and close > upper_kumo:
self.BuyMarket()
self._cooldown = cd
elif self.Position == 0 and bearish_cross and close < lower_kumo:
self.SellMarket()
self._cooldown = cd
elif self.Position > 0 and (bearish_cross or close < lower_kumo):
self.SellMarket()
self._cooldown = cd
elif self.Position < 0 and (bullish_cross or close > upper_kumo):
self.BuyMarket()
self._cooldown = cd
self._prev_tenkan = tenkan
self._prev_kijun = kijun
def CreateClone(self):
return ichimoku_tenkan_kijun_strategy()