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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Huaneng Lancang River Hydropower Co Ltd Class A backtest

10 trend-following strategies were compared on the full daily history of Huaneng Lancang River Hydropower Co Ltd Class A. 6 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Supertrend (CAGR 8.8%, MDD -29.3%).

Data 2017-12-25 ~ 2026-08-31daily bars 2,105 (8.7 years)Costs 0.5%Venue SSEMonthly snapshot 2026-08-31

Results by strategy

6 of 10 beat buy and hold (CAGR 7.6%, drawdown -62.3%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 13.7%, MDD -31.7%, Sharpe 0.68, 77% exposure.

Return/drawdown alternative: Supertrend — CAGR is 6.1%p higher than buy and hold, while drawdown improves by 30.5%p (CAGR 8.8%, MDD -29.3%, exposure 58%).

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
ROC 모멘텀
n=99, threshold=-0.08
13.7%-31.7%0.680.433.0x3377%
Donchian 채널 돌파
entryN=29, exitN=61
10.3%-34.7%0.550.302.3x1769%
EMA 크로스오버
fast=32, slow=45
9.4%-37.5%0.540.252.2x2357%
Supertrend
period=19, mult=4.9
8.8%-29.3%0.520.302.1x1958%
볼린저 밴드 돌파
n=57, k=0.8
8.0%-31.6%0.500.251.9x4846%
SMA 크로스오버
fast=27, slow=155
7.8%-46.4%0.460.171.9x1963%
ADX / DI 방향성
period=48, threshold=12
6.5%-37.6%0.410.171.7x3852%
Keltner 채널 돌파
emaPeriod=36, atrPeriod=21, mult=2.5
3.4%-31.9%0.290.111.3x3829%
MACD
fast=11, slow=55, signal=24
2.7%-42.0%0.240.061.3x8251%
Parabolic SAR
step=0.02, maxStep=0.38
-1.8%-50.8%0.02-0.040.9x17649%
Buy and hold7.6%-62.3%0.410.121.9x1100%
1x 2018 2020 2022 2024 2026 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -16% -31% -47% -62% 2018 2020 2022 2024 2026 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -31.7% (2021-09-30 → 2022-12-20), recovered after 889 days.

Rules of the top strategy

Rides the trend when recent return (momentum) over a window is above a threshold.

Method and caveats

Past performance does not guarantee future returns. Parameters were carried forward from the latest full optimization and replayed on this monthly dataset. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-optimize the same period and setupMore CN assetsAll asset reports

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