Balance of Power Strategy
The Balance of Power strategy evaluates the strength of bulls versus bears within each candle by comparing the close to the trading range. When this value crosses above a positive threshold, it indicates strong buying pressure.
The strategy enters a long position when Balance of Power crosses above the defined Threshold and exits when it drops below the negative threshold.
Details
- Entry Criteria:
- Balance of Power crosses above
Threshold.
- Balance of Power crosses above
- Long/Short: Long only.
- Exit Criteria:
- Balance of Power crosses below
-Threshold.
- Balance of Power crosses below
- Stops: None.
- Default Values:
Threshold= 0.8
- Filters:
- Category: Momentum
- Direction: Long
- Indicators: Balance of Power
- Stops: None
- Complexity: Low
- Timeframe: Any
- 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>
/// Balance of Power strategy.
/// Long only: buys when Balance of Power crosses above Threshold and closes the long when it crosses below -Threshold.
/// </summary>
public class BalanceOfPowerStrategy : Strategy
{
private readonly StrategyParam<decimal> _threshold;
private readonly StrategyParam<DataType> _candleType;
private decimal? _prevBop;
/// <summary>
/// Balance of Power level whose upward cross opens a long.
/// </summary>
public decimal Threshold
{
get => _threshold.Value;
set => _threshold.Value = value;
}
/// <summary>
/// Candle type.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <summary>
/// Constructor.
/// </summary>
public BalanceOfPowerStrategy()
{
_threshold = Param(nameof(Threshold), 0.8m)
.SetNotNegative()
.SetDisplay("Threshold", "Balance of Power level whose upward cross opens a long", "Indicators");
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(1).TimeFrame())
.SetDisplay("Candle Type", "Type of candles to use", "General");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_prevBop = null;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_prevBop = null;
var bop = new BalanceOfPower();
var subscription = SubscribeCandles(CandleType);
subscription
.BindEx(bop, ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawOwnTrades(area);
var oscillators = CreateChartArea();
if (oscillators != null)
DrawIndicator(oscillators, bop);
}
}
private void ProcessCandle(ICandleMessage candle, IIndicatorValue bopValue)
{
if (candle.State != CandleStates.Finished)
return;
// A candle without range has no Balance of Power value.
if (!bopValue.IsFormed || bopValue.IsEmpty)
return;
var bop = bopValue.GetValue<decimal>();
var prev = _prevBop;
_prevBop = bop;
if (prev is not decimal prevBop)
return;
if (!IsFormedAndOnlineAndAllowTrading())
return;
if (Position == 0 && prevBop <= Threshold && bop > Threshold)
BuyMarket(Volume);
else if (Position > 0 && prevBop >= -Threshold && bop < -Threshold)
SellMarket(Position);
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
from System import TimeSpan, Decimal
from StockSharp.Messages import DataType, CandleStates
from StockSharp.Algo.Indicators import BalanceOfPower
from StockSharp.Algo.Strategies import Strategy
class balance_of_power_strategy(Strategy):
"""
Balance of Power strategy.
Long only: buys when Balance of Power crosses above Threshold and closes the long when it crosses below -Threshold.
"""
def __init__(self):
super(balance_of_power_strategy, self).__init__()
self._threshold = self.Param("Threshold", 0.8).SetNotNegative().SetDisplay("Threshold", "Balance of Power level whose upward cross opens a long", "Indicators")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(1))).SetDisplay("Candle Type", "Type of candles to use", "General")
self._prev_bop = None
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(balance_of_power_strategy, self).OnReseted()
self._prev_bop = None
def OnStarted2(self, time):
super(balance_of_power_strategy, self).OnStarted2(time)
self._prev_bop = None
bop = BalanceOfPower()
subscription = self.SubscribeCandles(self.candle_type)
subscription.BindEx(bop, self._process_candle).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawOwnTrades(area)
oscillators = self.CreateChartArea()
if oscillators is not None:
self.DrawIndicator(oscillators, bop)
def _process_candle(self, candle, bop_value):
if candle.State != CandleStates.Finished:
return
# A candle without range has no Balance of Power value.
if not bop_value.IsFormed or bop_value.IsEmpty:
return
bop = bop_value.GetValue[Decimal](None)
prev = self._prev_bop
self._prev_bop = bop
if prev is None:
return
if not self.IsFormedAndOnlineAndAllowTrading():
return
threshold = Decimal(self._threshold.Value)
if self.Position == 0 and prev <= threshold and bop > threshold:
self.BuyMarket(self.Volume)
elif self.Position > 0 and prev >= -threshold and bop < -threshold:
self.SellMarket(self.Position)
def CreateClone(self):
return balance_of_power_strategy()