SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Zhejiang Zheneng Electric Power Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Zhejiang Zheneng Electric Power Co., Ltd. Class A. 8 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 1.3%, MDD -17.7%).

Data 2013-12-19 ~ 2026-08-31daily bars 3,086 (12.7 years)Costs 0.5%Venue SSEMonthly snapshot 2026-08-31

Results by strategy

8 of 10 beat buy and hold (CAGR -2.7%, drawdown -78.9%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 3.7%, MDD -57.1%, Sharpe 0.29, 18% exposure.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 6.3%p higher than buy and hold, while drawdown improves by 21.9%p (CAGR 1.3%, MDD -17.7%, exposure 6%).

The alternative must retain 75% of buy-and-hold CAGR, improve drawdown by at least 20% and 5 percentage points, and stay below 95% exposure; the ranking weights return retention 60% and drawdown improvement 40%.

Strategy · parametersCAGRMDDSharpeCalmarTotalTradesExposure
Keltner 채널 돌파
emaPeriod=77, atrPeriod=10, mult=3.5
3.7%-57.1%0.290.061.6x2018%
SMA 크로스오버
fast=32, slow=108
3.2%-63.5%0.260.051.5x3243%
Donchian 채널 돌파
entryN=95, exitN=27
2.4%-67.1%0.220.041.3x2229%
ADX / DI 방향성
period=32, threshold=32
1.3%-17.7%0.190.071.2x66%
EMA 크로스오버
fast=37, slow=51
1.3%-76.5%0.170.021.2x4041%
볼린저 밴드 돌파
n=50, k=3
1.3%-63.9%0.170.021.2x2818%
Supertrend
period=12, mult=4.7
1.1%-65.5%0.160.021.1x3453%
ROC 모멘텀
n=100, threshold=0.1
0.8%-66.8%0.150.011.1x5020%
Parabolic SAR
step=0.01, maxStep=0.36
-4.3%-68.2%-0.08-0.060.6x15646%
MACD
fast=18, slow=57, signal=17
-5.4%-75.3%-0.14-0.070.5x12752%
Buy and hold-2.7%-78.9%0.07-0.030.7x1100%
1x 2014 2016 2018 2020 2022 2024 2026 Keltner 채널 돌파Buy and hold
Keltner 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -20% -39% -59% -79% 2014 2016 2018 2020 2022 2024 2026 Buy and holdKeltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -57.1% (2015-06-09 → 2023-04-18), prior peak not yet recovered.

Rules of the top strategy

Breaking above the channel top (average plus a multiple of volatility) signals an upside breakout.

Method and caveats

Past performance does not guarantee future returns. Parameters were selected on the same full-history sample using sharpe over 40 trials per strategy, so results contain in-sample bias. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-run the same setupMore CN assetsAll asset reports

Read next